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Jianhua Yao 0001
Person information
- affiliation: Tencent AI Lab, Shenzhen, China
- affiliation: National Institutes of Health, Bethesda, MD, USA
- affiliation (PhD): Johns Hopkins University, Baltimore, MD, USA
Other persons with the same name
- Jianhua Yao
- Jianhua Yao 0002 — Chinese Academy of Sciences, Shanghai Institute of Organic Chemistry, China
- Jianhua Yao 0003 — Stevens Institute of Technology, Department of Computer Science, Hoboken, NJ, USA
- Jianhua Yao 0004 — Jiangnan Institute of Computing Technology, Wuxi, China
- Jianhua Yao 0005
— Guangdong University of Technology, State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangzhou, China
- Jianhua Yao 0006 — Phillips 66 Company, Bartlesville, OK, USA
- Jianhua Yao 0007 — Zhejiang University of Technology, College of Mechanical Engineering, Hangzhou, China
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2020 – today
- 2024
- [c177]Fan Xu, Yu Zhao, Bingzhe Wu, Yueshan Huang, Qin Ren, Yang Xiao, Bing He, Jie Zheng, Jianhua Yao:
A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification. AAAI 2024: 16138-16146 - [c176]Yuhao Wang, Qiang Zhang, Ming Qin, Xiang Zhuang, Xiaotong Li, Zhichen Gong, Zeyuan Wang, Yu Zhao, Jianhua Yao, Keyan Ding, Huajun Chen:
Knowledge-aware Reinforced Language Models for Protein Directed Evolution. ICML 2024 - [c175]Zinan Zheng, Yang Liu, Jia Li, Jianhua Yao, Yu Rong:
Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Broad Physical Dynamics Learning. KDD 2024: 4548-4558 - [i42]Qingyu Yin, Xuzheng He, Xiang Zhuang, Yu Zhao, Jianhua Yao, Xiaoyu Shen, Qiang Zhang:
StableMask: Refining Causal Masking in Decoder-only Transformer. CoRR abs/2402.04779 (2024) - [i41]Chaohao Yuan, Songyou Li, Geyan Ye, Yikun Zhang, Long-Kai Huang, Wenbing Huang, Wei Liu, Jianhua Yao, Yu Rong:
Functional Protein Design with Local Domain Alignment. CoRR abs/2404.16866 (2024) - [i40]Yikun Zhang, Geyan Ye, Chaohao Yuan, Bo Han, Long-Kai Huang, Jianhua Yao, Wei Liu, Yu Rong:
Atomas: Hierarchical Alignment on Molecule-Text for Unified Molecule Understanding and Generation. CoRR abs/2404.16880 (2024) - [i39]Kehua Feng, Keyan Ding, Weijie Wang, Xiang Zhuang, Zeyuan Wang, Ming Qin, Yu Zhao, Jianhua Yao, Qiang Zhang, Huajun Chen:
SciKnowEval: Evaluating Multi-level Scientific Knowledge of Large Language Models. CoRR abs/2406.09098 (2024) - [i38]Zinan Zheng, Yang Liu, Jia Li, Jianhua Yao, Yu Rong:
Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Physical Dynamics Learning. CoRR abs/2406.16295 (2024) - 2023
- [j67]Yu Zhao, Bing He
, Zhimeng Xu, Yidan Zhang, Xuan Zhao, Zhi-An Huang
, Fan Yang, Liang Wang
, Lei Duan, Jiangning Song
, Jianhua Yao:
Interpretable artificial intelligence model for accurate identification of medical conditions using immune repertoire. Briefings Bioinform. 24(1) (2023) - [j66]Jing Xu, Fuyi Li
, Chen Li
, Xudong Guo, Cornelia B. Landersdorfer, Hsin-Hui Shen
, Anton Y. Peleg, Jian Li, Seiya Imoto, Jianhua Yao, Tatsuya Akutsu, Jiangning Song
:
iAMPCN: a deep-learning approach for identifying antimicrobial peptides and their functional activities. Briefings Bioinform. 24(4) (2023) - [j65]Yu Zhao, Xiaona Su, Weitong Zhang
, Sijie Mai, Zhimeng Xu, Chenchen Qin, Rongshan Yu, Bing He, Jianhua Yao:
SC-AIR-BERT: a pre-trained single-cell model for predicting the antigen-binding specificity of the adaptive immune receptor. Briefings Bioinform. 24(4) (2023) - [j64]Zhikang Wang, Yue Bi, Tong Pan, Xiaoyu Wang, Chris Bain, Richard Bassed, Seiya Imoto
, Jianhua Yao, Roger J. Daly, Jiangning Song
:
Targeting tumor heterogeneity: multiplex-detection-based multiple instance learning for whole slide image classification. Bioinform. 39(3) (2023) - [j63]Wenxue Zhou, Chenchen Qin, Jianbo Chang, Yixun Liu, Yihao Chen, Ming Feng, Renzhi Wang, Wenming Yang, Jianhua Yao:
Standardized measurement of mid-surface shift of brain based on deep Hough transform. Comput. Medical Imaging Graph. 108: 102284 (2023) - [j62]Zhikang Wang
, Qian Gao, Xiaoping Yi, Xinyu Zhang
, Yiwen Zhang
, Daokun Zhang, Pietro Liò, Chris Bain, Richard Bassed
, Shanshan Li
, Yuming Guo
, Seiya Imoto
, Jianhua Yao, Roger J. Daly
, Jiangning Song
:
Surformer: An interpretable pattern-perceptive survival transformer for cancer survival prediction from histopathology whole slide images. Comput. Methods Programs Biomed. 241: 107733 (2023) - [j61]Fang Wang, Fan Yang, Longkai Huang, Wei Li, Jiangning Song
, Robin B. Gasser
, Ruedi Aebersold
, Guohua Wang
, Jianhua Yao
:
Deep domain adversarial neural network for the deconvolution of cell type mixtures in tissue proteome profiling. Nat. Mac. Intell. 5(11): 1236-1249 (2023) - [j60]Jianye Pang
, Cheng Jiang
, Yihao Chen, Jianbo Chang
, Ming Feng, Renzhi Wang, Jianhua Yao
:
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume. IEEE Trans. Medical Imaging 42(5): 1241-1253 (2023) - [c174]Yang Xiao, Yueshan Huang, Yu Zhao, Fan Xu, Qin Ren, Bing He, Jianhua Yao, Xiao Liu:
Multimodal-AIR-BERT: A Multimodal Pre-trained Model for Antigen Specificity Prediction in Adaptive Immune Receptors. BIBM 2023: 69-75 - [c173]Mingcai Chen, Yu Zhao, Zhonghuang Wang, Bing He, Jianhua Yao:
A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification. IJCAI 2023: 4739-4747 - [c172]Wentao Pan, Jiangpeng Yan, Hanbo Chen, Jiawei Yang, Zhe Xu, Xiu Li, Jianhua Yao:
Human-Machine Interactive Tissue Prototype Learning for Label-Efficient Histopathology Image Segmentation. IPMI 2023: 679-691 - [c171]Qin Ren, Yu Zhao, Bing He, Bingzhe Wu, Sijie Mai, Fan Xu, Yueshan Huang, Yonghong He, Junzhou Huang
, Jianhua Yao:
IIB-MIL: Integrated Instance-Level and Bag-Level Multiple Instances Learning with Label Disambiguation for Pathological Image Analysis. MICCAI (6) 2023: 560-569 - [c170]Songhui Diao, Wenxue Zhou, Chenchen Qin, Jun Liao, Junzhou Huang
, Wenming Yang, Jianhua Yao:
An Unsupervised Multispectral Image Registration Network for Skin Diseases. MICCAI (10) 2023: 720-729 - [i37]Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian
, Peilin Zhao, Qinghua Hu, Bingzhe Wu, Changqing Zhang, Jianhua Yao:
Reweighted Mixup for Subpopulation Shift. CoRR abs/2304.04148 (2023) - [i36]Daoan Zhang
, Weitong Zhang, Bing He, Jianguo Zhang, Chenchen Qin, Jianhua Yao:
DNAGPT: A Generalized Pretrained Tool for Multiple DNA Sequence Analysis Tasks. CoRR abs/2307.05628 (2023) - [i35]Mingcai Chen, Yu Zhao, Zhonghuang Wang, Bing He, Jianhua Yao:
A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification. CoRR abs/2307.15934 (2023) - [i34]Wentao Pan, Zhe Xu, Jiangpeng Yan, Zihan Wu, Raymond Kai-Yu Tong, Xiu Li, Jianhua Yao:
Semi-supervised Semantic Segmentation Meets Masked Modeling: Fine-grained Locality Learning Matters in Consistency Regularization. CoRR abs/2312.08631 (2023) - 2022
- [j59]Yue Bi, Fuyi Li
, Xudong Guo, Zhikang Wang, Tong Pan, Yuming Guo
, Geoffrey I. Webb
, Jianhua Yao, Cangzhi Jia
, Jiangning Song
:
Clarion is a multi-label problem transformation method for identifying mRNA subcellular localizations. Briefings Bioinform. 23(6) (2022) - [j58]Xiaohan Xing
, Fan Yang, Hang Li, Jun Zhang, Yu Zhao, Mingxuan Gao, Junzhou Huang
, Jianhua Yao
:
Multi-level attention graph neural network based on co-expression gene modules for disease diagnosis and prognosis. Bioinform. 38(8): 2178-2186 (2022) - [j57]Jiangpeng Yan
, Hanbo Chen, Xiu Li, Jianhua Yao
:
Deep contrastive learning based tissue clustering for annotation-free histopathology image analysis. Comput. Medical Imaging Graph. 97: 102053 (2022) - [j56]Fan Yang, Wenchuan Wang, Fang Wang, Yuan Fang, Duyu Tang, Junzhou Huang
, Hui Lu
, Jianhua Yao
:
scBERT as a large-scale pretrained deep language model for cell type annotation of single-cell RNA-seq data. Nat. Mac. Intell. 4(10): 852-866 (2022) - [j55]Dasheng Wu
, Haoming Li, Jianbo Chang
, Chenchen Qin, Yihao Chen, Yixun Liu, Qinghua Zhang, Bingsheng Huang, Ming Feng, Renzhi Wang, Jianhua Yao
:
Automatic Brain Midline Surface Delineation on 3D CT Images With Intracranial Hemorrhage. IEEE Trans. Medical Imaging 41(9): 2217-2227 (2022) - [c169]Jiawei Li, Fan Yang, Fang Wang, Yu Rong, Peilin Zhao, Shizhan Chen, Jianhua Yao, Jijun Tang, Fei Guo:
Integrating Prior Knowledge with Graph Encoder for Gene Regulatory Inference from Single-cell RNA-Seq Data. BIBM 2022: 102-107 - [c168]Zongbo Han, Fan Yang, Junzhou Huang, Changqing Zhang, Jianhua Yao:
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification. CVPR 2022: 20675-20685 - [c167]Jiawei Yang, Hanbo Chen, Yuan Liang, Junzhou Huang
, Lei He, Jianhua Yao:
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images. ECCV (21) 2022: 523-539 - [c166]Jiawei Yang, Hanbo Chen, Jiangpeng Yan, Xiaoyu Chen, Jianhua Yao:
Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning. ICLR 2022 - [c165]Jiawei Yang, Hanbo Chen, Yu Zhao, Fan Yang, Yao Zhang, Lei He, Jianhua Yao
:
ReMix: A General and Efficient Framework for Multiple Instance Learning Based Whole Slide Image Classification. MICCAI (2) 2022: 35-45 - [c164]Yu Zhao, Zhenyu Lin
, Kai Sun, Yidan Zhang, Junzhou Huang
, Liansheng Wang, Jianhua Yao
:
SETMIL: Spatial Encoding Transformer-Based Multiple Instance Learning for Pathological Image Analysis. MICCAI (2) 2022: 66-76 - [c163]Chenchen Qin, Wenxue Zhou, Jianbo Chang
, Yihao Chen, Dasheng Wu, Yixun Liu, Ming Feng, Renzhi Wang, Wenming Yang, Jianhua Yao
:
Ideal Midsagittal Plane Detection Using Deep Hough Plane Network for Brain Surgical Planning. MICCAI (8) 2022: 585-593 - [c162]Hanbo Chen, Jiawei Yang, Daniel Maxim Iascone, Lijuan Liu, Lei He, Hanchuan Peng, Jianhua Yao:
TreeMoCo: Contrastive Neuron Morphology Representation Learning. NeurIPS 2022 - [c161]Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian, Peilin Zhao, Bingzhe Wu, Changqing Zhang, Jianhua Yao:
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup. NeurIPS 2022 - [i33]Jiawei Yang, Hanbo Chen, Jiangpeng Yan, Xiaoyu Chen, Jianhua Yao:
Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning. CoRR abs/2202.09059 (2022) - [i32]Jianye Pang, Cheng Jiang, Yihao Chen, Jianbo Chang, Ming Feng, Renzhi Wang, Jianhua Yao:
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume. CoRR abs/2204.06779 (2022) - [i31]Jiangpeng Yan, ChengHui Yu, Hanbo Chen, Zhe Xu, Junzhou Huang
, Xiu Li, Jianhua Yao
:
Seeking Common Ground While Reserving Differences: Multiple Anatomy Collaborative Framework for Undersampled MRI Reconstruction. CoRR abs/2206.07364 (2022) - [i30]Jiawei Yang, Hanbo Chen, Yu Zhao, Fan Yang, Yao Zhang, Lei He, Jianhua Yao
:
ReMix: A General and Efficient Framework for Multiple Instance Learning based Whole Slide Image Classification. CoRR abs/2207.01805 (2022) - [i29]Jiawei Yang, Hanbo Chen, Yuan Liang, Junzhou Huang
, Lei He, Jianhua Yao
:
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images. CoRR abs/2207.06733 (2022) - [i28]Zhikang Wang, Yue Bi, Tong Pan, Xiaoyu Wang, Chris Bain, Richard Bassed, Seiya Imoto, Jianhua Yao, Jiangning Song:
Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification. CoRR abs/2208.03526 (2022) - [i27]Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian
, Peilin Zhao, Bingzhe Wu, Changqing Zhang, Jianhua Yao
:
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup. CoRR abs/2209.08928 (2022) - [i26]Mingcai Chen, Yu Zhao, Bing He, Zongbo Han, Bingzhe Wu, Jianhua Yao:
Learning with Noisy Labels over Imbalanced Subpopulations. CoRR abs/2211.08722 (2022) - [i25]Wentao Pan, Jiangpeng Yan, Hanbo Chen, Jiawei Yang, Zhe Xu, Xiu Li, Jianhua Yao:
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation. CoRR abs/2211.14491 (2022) - 2021
- [j54]Jun Zhang, Zhiyuan Hua, Kezhou Yan, Kuan Tian, Jianhua Yao
, Eryun Liu, Mingxia Liu, Xiao Han
:
Joint fully convolutional and graph convolutional networks for weakly-supervised segmentation of pathology images. Medical Image Anal. 73: 102183 (2021) - [c160]Xiaohan Xing, Fan Yang, Hang Li, Jun Zhang, Yu Zhao, Mingxuan Gao, Junzhou Huang
, Jianhua Yao
:
An Interpretable Multi-Level Enhanced Graph Attention Network for Disease Diagnosis with Gene Expression Data. BIBM 2021: 556-561 - [c159]Yu Zhao, Yidan Zhang
, Zhi-An Huang
, Fan Yang, Lei Duan, Jianhua Yao
:
Mining the Associations between V(D)J Gene Segments and COVID-19 Disease Characteristics. BIBM 2021: 608-613 - [c158]Yuqi Fang
, Delong Zhu, Niyun Zhou, Li Liu, Jianhua Yao
:
PiPo-Net: A Semi-automatic and Polygon-based Annotation Method for Pathological Images. IROS 2021: 2978-2984 - [c157]Zihan Wu
, Rongbo Shen, Junzhou Huang
, Liansheng Wang, Jianhua Yao
:
Strongly Supervised Mitosis Detection In Breast Histopathology Images Using Weak Labels. ISBI 2021: 358-361 - [c156]Jiangpeng Yan, Hanbo Chen, Kang Wang, Yan Ji, Yuyao Zhu, Jingjing Li, Dong Xie, Zhe Xu, Junzhou Huang
, Shuqun Cheng, Xiu Li, Jianhua Yao
:
Hierarchical Attention Guided Framework for Multi-resolution Collaborative Whole Slide Image Segmentation. MICCAI (8) 2021: 153-163 - [c155]Hanbo Chen, Kang Wang, Yuyao Zhu, Jiangpeng Yan, Yan Ji, Jingjing Li, Dong Xie, Junzhou Huang
, Shuqun Cheng, Jianhua Yao
:
From Pixel to Whole Slide: Automatic Detection of Microvascular Invasion in Hepatocellular Carcinoma on Histopathological Image via Cascaded Networks. MICCAI (8) 2021: 196-205 - [c154]Hang Li, Fan Yang, Yu Zhao, Xiaohan Xing, Jun Zhang, Mingxuan Gao, Junzhou Huang
, Liansheng Wang, Jianhua Yao
:
DT-MIL: Deformable Transformer for Multi-instance Learning on Histopathological Image. MICCAI (8) 2021: 206-216 - [c153]Chenchen Qin, Haoming Li, Yixun Liu, Hong Shang, Hanqi Pei, Xiaoning Wang, Yihao Chen, Jianbo Chang
, Ming Feng, Renzhi Wang, Jianhua Yao
:
3D Brain Midline Delineation for Hematoma Patients. MICCAI (5) 2021: 510-518 - [c152]Hang Li, Fan Yang, Xiaohan Xing, Yu Zhao, Jun Zhang, Yueping Liu, Mengxue Han, Junzhou Huang
, Liansheng Wang, Jianhua Yao
:
Multi-modal Multi-instance Learning Using Weakly Correlated Histopathological Images and Tabular Clinical Information. MICCAI (8) 2021: 529-539 - [c151]Ting Xiao, Han Zheng, Xiaoning Wang, Xinghan Chen, Jianbo Chang
, Jianhua Yao
, Hong Shang, Peng Liu:
Intracerebral Haemorrhage Growth Prediction Based on Displacement Vector Field and Clinical Metadata. MICCAI (5) 2021: 741-751 - [i24]Cheng Jiang, Yihao Chen, Jianbo Chang, Ming Feng, Renzhi Wang, Jianhua Yao:
Fusion of medical imaging and electronic health records with attention and multi-head machanisms. CoRR abs/2112.11710 (2021) - 2020
- [j53]Rongbo Shen
, Jianhua Yao
, Kezhou Yan, Kuan Tian, Cheng Jiang, Ke Zhou
:
Unsupervised domain adaptation with adversarial learning for mass detection in mammogram. Neurocomputing 393: 27-37 (2020) - [j52]Weijia Lu
, Jianhua Yao
, Xiao Han, Haocheng Shen:
New Boundary Constraint Loss to Facilitate Glands Segmentation. J. Medical Imaging Health Informatics 10(7): 1714-1723 (2020) - [j51]Ling Zhang
, Le Lu
, Xiaosong Wang
, Robert Zhu, Mohammadhadi Bagheri, Ronald M. Summers, Jianhua Yao
:
Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data. IEEE Trans. Medical Imaging 39(4): 1114-1126 (2020) - [c150]Yu Zhao, Fan Yang, Yuqi Fang
, Hailing Liu, Niyun Zhou, Jun Zhang, Jiarui Sun, Sen Yang
, Bjoern H. Menze
, Xinjuan Fan, Jianhua Yao
:
Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution. CVPR 2020: 4836-4845 - [c149]Han Zheng, Hong Shang, Zhongqian Sun, Xinghui Fu, Jianhua Yao
, Junzhou Huang
:
Supervised Augmentation: Leverage Strong Annotation for Limited Data. ISBI 2020: 1134-1138 - [c148]Tongxin Wang, Weijia Lu
, Fan Yang, Li Liu, Zhongyi Dong, Weimin Tang, Jia Chang, Wenjing Huan, Kun Huang, Jianhua Yao
:
Microsatellite Instability Prediction of Uterine Corpus Endometrial Carcinoma Based on H&E Histology Whole-Slide Imaging. ISBI 2020: 1289-1292 - [c147]Kuan Tian, Jun Zhang, Haocheng Shen, Kezhou Yan, Pei Dong, Jianhua Yao
, Shannon Che, Pifu Luo, Xiao Han
:
Weakly-Supervised Nucleus Segmentation Based on Point Annotations: A Coarse-to-Fine Self-Stimulated Learning Strategy. MICCAI (5) 2020: 299-308 - [c146]Haocheng Shen, Kuan Tian, Pei Dong, Jun Zhang, Kezhou Yan, Shannon Che, Jianhua Yao
, Pifu Luo, Xiao Han
:
Deep Active Learning for Breast Cancer Segmentation on Immunohistochemistry Images. MICCAI (5) 2020: 509-518 - [c145]Zijian Zhang, Hong Shang, Han Zheng, Xiaoning Wang, Jiajun Wang, Zhongqian Sun, Junzhou Huang
, Jianhua Yao
:
Asynchronous in Parallel Detection and Tracking (AIPDT): Real-Time Robust Polyp Detection. MICCAI (3) 2020: 722-731 - [i23]Yifan Zhang, Shuaicheng Niu, Zhen Qiu, Ying Wei, Peilin Zhao, Jianhua Yao, Junzhou Huang, Qingyao Wu, Mingkui Tan:
COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19. CoRR abs/2005.01577 (2020) - [i22]Jun Zhang, Kuan Tian, Pei Dong, Haocheng Shen, Kezhou Yan, Jianhua Yao, Junzhou Huang, Xiao Han:
Microscope Based HER2 Scoring System. CoRR abs/2009.06816 (2020) - [i21]Cheng Jiang, Jun Liao, Pei Dong, Zhaoxuan Ma, De Cai, Guoan Zheng, Yueping Liu, Hong Bu, Jianhua Yao:
Blind deblurring for microscopic pathology images using deep learning networks. CoRR abs/2011.11879 (2020)
2010 – 2019
- 2019
- [j50]Haoming Lin
, Yuyang Hu, Siping Chen, Jianhua Yao
, Ling Zhang
:
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks. IEEE Access 7: 71541-71549 (2019) - [j49]Choonsik Lee, Gleb A. Kuzmin, Jinyong Bae, Jianhua Yao
, Elizabeth Mosher, Les R. Folio:
Automatic Mapping of CT Scan Locations on Computational Human Phantoms for Organ Dose Estimation. J. Digit. Imaging 32(1): 175-182 (2019) - [c144]He Zheng, Hanbo Chen, Junzhou Huang
, Xuzhi Li, Xiao Han
, Jianhua Yao
:
Polyp Tracking in Video Colonoscopy Using Optical Flow With an On-The-Fly Trained CNN. ISBI 2019: 79-82 - [c143]Jiamin Liu, Jianhua Yao
, Mohammadhadi Bagheri, Veit Sandfort, Ronald M. Summers:
A Semi-Supervised CNN Learning Method with Pseudo-class Labels for Atherosclerotic Vascular Calcification Detection. ISBI 2019: 780-783 - [c142]De Cai, Xianhe Sun, Niyun Zhou, Xiao Han
, Jianhua Yao
:
Efficient Mitosis Detection in Breast Cancer Histology Images by RCNN. ISBI 2019: 919-922 - [c141]Jiamin Liu, Jianhua Yao
, Mohammadhadi Bagheri, Ronald M. Summers:
A semi-supervised CNN learning method with pseudo-class labels for vascular calcification detection on low dose CT scans. Medical Imaging: Computer-Aided Diagnosis 2019: 109501L - [c140]Hanbo Chen, Xiao Han
, Xinjuan Fan, Xiaoying Lou, Hailing Liu, Junzhou Huang
, Jianhua Yao
:
Rectified Cross-Entropy and Upper Transition Loss for Weakly Supervised Whole Slide Image Classifier. MICCAI (1) 2019: 351-359 - [c139]Yifan Zhang, Hanbo Chen, Ying Wei
, Peilin Zhao, Jiezhang Cao
, Xinjuan Fan, Xiaoying Lou, Hailing Liu, Jinlong Hou, Xiao Han
, Jianhua Yao
, Qingyao Wu, Mingkui Tan, Junzhou Huang
:
From Whole Slide Imaging to Microscopy: Deep Microscopy Adaptation Network for Histopathology Cancer Image Classification. MICCAI (1) 2019: 360-368 - [c138]Niyun Zhou, De Cai, Xiao Han
, Jianhua Yao
:
Enhanced Cycle-Consistent Generative Adversarial Network for Color Normalization of H&E Stained Images. MICCAI (1) 2019: 694-702 - [p4]Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao
:
Tumor Growth Prediction Using Convolutional Networks. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 2019: 239-260 - [e4]Tomaz Vrtovec, Jianhua Yao, Guoyan Zheng, José María Pozo:
Computational Methods and Clinical Applications in Musculoskeletal Imaging - 6th International Workshop, MSKI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11404, Springer 2019, ISBN 978-3-030-11165-6 [contents] - [i20]Ling Zhang, Le Lu, Robert Zhu, Mohammadhadi Bagheri, Ronald M. Summers, Jianhua Yao:
Spatial-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data. CoRR abs/1902.08716 (2019) - 2018
- [j48]Ling Zhang
, Le Lu
, Ronald M. Summers, Electron Kebebew, Jianhua Yao
:
Convolutional Invasion and Expansion Networks for Tumor Growth Prediction. IEEE Trans. Medical Imaging 37(2): 638-648 (2018) - [c137]Ling Zhang, Vissagan Gopalakrishnan, Le Lu
, Ronald M. Summers, Joel Moss, Jianhua Yao
:
Self-learning to detect and segment cysts in lung CT images without manual annotation. ISBI 2018: 1100-1103 - [c136]Zhihui Quo, Ling Zhang, Le Lu
, Mohammadhadi Bagheri, Ronald M. Summers, Milan Sonka
, Jianhua Yao
:
Deep LOGISMOS: Deep learning graph-based 3D segmentation of pancreatic tumors on CT scans. ISBI 2018: 1230-1233 - [c135]Jianhua Yao
, Robert Zhu, Pomi Yun, Nathan Hsieh, William Kovacs, Andrew E. Arai
, Ami Mankodi, Ronald M. Summers, A. Reghan Foley, Carsten G. Bönnemann:
Tracking diaphragm and chest wall movement on cine-MRI. ISBI 2018: 1301-1304 - [e3]Ben Glocker, Jianhua Yao, Tomaz Vrtovec, Alejandro F. Frangi, Guoyan Zheng:
Computational Methods and Clinical Applications in Musculoskeletal Imaging - 5th International Workshop, MSKI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Revised Selected Papers. Lecture Notes in Computer Science 10734, Springer 2018, ISBN 978-3-319-74112-3 [contents] - [i19]Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao:
Convolutional Invasion and Expansion Networks for Tumor Growth Prediction. CoRR abs/1801.08468 (2018) - [i18]Ling Zhang, Vissagan Gopalakrishnan, Le Lu, Ronald M. Summers, Joel Moss, Jianhua Yao:
Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation. CoRR abs/1801.08486 (2018) - [i17]Zhihui Guo, Ling Zhang, Le Lu, Mohammadhadi Bagheri, Ronald M. Summers, Milan Sonka, Jianhua Yao:
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans. CoRR abs/1801.08599 (2018) - [i16]Ling Zhang, Le Lu, Isabella Nogues, Ronald M. Summers, Shaoxiong Liu, Jianhua Yao:
DeepPap: Deep Convolutional Networks for Cervical Cell Classification. CoRR abs/1801.08616 (2018) - [i15]Haoming Lin, Yuyang Hu, Siping Chen, Jianhua Yao, Ling Zhang:
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks. CoRR abs/1810.06058 (2018) - 2017
- [j47]Dehui Xiang
, Ulas Bagci
, Chao Jin, Fei Shi, Weifang Zhu, Jianhua Yao
, Milan Sonka
, Xinjian Chen
:
CorteXpert: A model-based method for automatic renal cortex segmentation. Medical Image Anal. 42: 257-273 (2017) - [j46]Ling Zhang
, Le Lu
, Isabella Nogues, Ronald M. Summers, Shaoxiong Liu, Jianhua Yao
:
DeepPap: Deep Convolutional Networks for Cervical Cell Classification. IEEE J. Biomed. Health Informatics 21(6): 1633-1643 (2017) - [j45]Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao
:
Pancreatic Tumor Growth Prediction With Elastic-Growth Decomposition, Image-Derived Motion, and FDM-FEM Coupling. IEEE Trans. Medical Imaging 36(1): 111-123 (2017) - [c134]Karthik Chellamuthu, Jiamin Liu, Jianhua Yao
, Mohammadhadi Bagheri, Le Lu
, Veit Sandfort, Ronald M. Summers:
Atherosclerotic vascular calcification detection and segmentation on low dose computed tomography scans using convolutional neural networks. ISBI 2017: 388-391 - [c133]Ling Zhang, Milan Sonka, Le Lu
, Ronald M. Summers, Jianhua Yao
:
Combining fully convolutional networks and graph-based approach for automated segmentation of cervical cell nuclei. ISBI 2017: 406-409 - [c132]Jiamin Liu, Le Lu
, Jianhua Yao
, Mohammadhadi Bagheri, Ronald M. Summers:
Pelvic artery calcification detection on CT scans using convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis 2017: 101341A - [c131]Uyen N. Hoang, Ashkan A. Malayeri, Nathan S. Lay, Ronald M. Summers, Jianhua Yao
:
Texture analysis of common renal masses in multiple MR sequences for prediction of pathology. Medical Imaging: Computer-Aided Diagnosis 2017: 101343J - [c130]Ling Zhang
, Le Lu
, Ronald M. Summers, Electron Kebebew, Jianhua Yao
:
Personalized Pancreatic Tumor Growth Prediction via Group Learning. MICCAI (2) 2017: 424-432 - [c129]Jianhua Yao
, William Kovacs, Nathan Hsieh, Chia-Ying Liu, Ronald M. Summers:
Holistic Segmentation of Intermuscular Adipose Tissues on Thigh MRI. MICCAI (1) 2017: 737-745 - [c128]Xiaosong Wang
, Le Lu
, Hoo-Chang Shin, Lauren Kim, Mohammadhadi Bagheri, Isabella Nogues, Jianhua Yao
, Ronald M. Summers:
Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition. WACV 2017: 998-1007 - [p3]Holger R. Roth
, Le Lu
, Jiamin Liu, Jianhua Yao
, Ari Seff, Kevin M. Cherry, Lauren Kim, Ronald M. Summers:
Efficient False Positive Reduction in Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation. Deep Learning and Convolutional Neural Networks for Medical Image Computing 2017: 35-48 - [p2]Hoo-Chang Shin, Holger R. Roth
, Mingchen Gao, Le Lu
, Ziyue Xu
, Isabella Nogues, Jianhua Yao
, Daniel J. Mollura, Ronald M. Summers:
Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging. Deep Learning and Convolutional Neural Networks for Medical Image Computing 2017: 113-136 - [p1]Hoo-Chang Shin, Le Lu
, Lauren Kim, Ari Seff, Jianhua Yao
, Ronald M. Summers:
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Image Database. Deep Learning and Convolutional Neural Networks for Medical Image Computing 2017: 305-321 - [i14]Xiaosong Wang, Le Lu, Hoo-Chang Shin, Lauren Kim, Mohammadhadi Bagheri, Isabella Nogues, Jianhua Yao, Ronald M. Summers:
Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition. CoRR abs/1701.06599 (2017) - [i13]Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao:
Personalized Pancreatic Tumor Growth Prediction via Group Learning. CoRR abs/1706.00493 (2017) - 2016
- [j44]Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke
, Ronald M. Summers, Jianhua Yao
:
Regional infarction identification from cardiac CT images: a computer-aided biomechanical approach. Int. J. Comput. Assist. Radiol. Surg. 11(9): 1573-1583 (2016) - [j43]Jianhua Yao
, Joseph E. Burns, Daniel Forsberg
, Alexander Seitel
, Abtin Rasoulian, Purang Abolmaesumi, Kerstin Hammernik
, Martin Urschler
, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec
, Isaac Castro-Mateos, Jose M. Pozo
, Alejandro F. Frangi
, Ronald M. Summers, Shuo Li
:
A multi-center milestone study of clinical vertebral CT segmentation. Comput. Medical Imaging Graph. 49: 16-28 (2016) - [j42]William Kovacs
, Samuel Weisenthal, Les R. Folio, Qiaoyi Li, Ronald M. Summers, Jianhua Yao
:
Retrieval, visualization, and mining of large radiation dosage data. Inf. Retr. J. 19(1-2): 38-58 (2016) - [j41]Samuel J. Weisenthal, Les R. Folio, William Kovacs, Ari Seff, Vana Derderian, Ronald M. Summers, Jianhua Yao
:
Open-Source Radiation Exposure Extraction Engine (RE3) with Patient-Specific Outlier Detection. J. Digit. Imaging 29(4): 406-419 (2016) - [j40]Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, Ronald M. Summers:
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation. J. Mach. Learn. Res. 17: 107:1-107:31 (2016) - [j39]Holger R. Roth
, Le Lu
, Jiamin Liu, Jianhua Yao
, Ari Seff, Kevin M. Cherry, Lauren Kim, Ronald M. Summers:
Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation. IEEE Trans. Medical Imaging 35(5): 1170-1181 (2016) - [j38]Hoo-Chang Shin, Holger R. Roth
, Mingchen Gao, Le Lu
, Ziyue Xu
, Isabella Nogues, Jianhua Yao
, Daniel J. Mollura, Ronald M. Summers:
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning. IEEE Trans. Medical Imaging 35(5): 1285-1298 (2016) - [c127]Hoo-Chang Shin, Kirk Roberts, Le Lu
, Dina Demner-Fushman, Jianhua Yao
, Ronald M. Summers:
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation. CVPR 2016: 2497-2506 - [c126]William Kovacs, Chia-Ying Liu, Ronald M. Summers, Jianhua Yao
:
Identification of muscle and subcutaneous and intermuscular adipose tissue on thigh MRI of muscular dystrophy. ISBI 2016: 176-179 - [c125]Yinong Wang, Jianhua Yao
, Joseph E. Burns, Ronald M. Summers:
Osteoporotic and neoplastic compression fracture classification on longitudinal CT. ISBI 2016: 1181-1184 - [c124]Holger R. Roth
, Yinong Wang, Jianhua Yao
, Le Lu
, Joseph E. Burns, Ronald M. Summers:
Deep convolutional networks for automated detection of posterior-element fractures on spine CT. Medical Imaging: Computer-Aided Diagnosis 2016: 97850P - [c123]Yinong Wang, Jianhua Yao
, Holger R. Roth
, Joseph E. Burns, Ronald M. Summers:
Improving vertebra segmentation through joint vertebra-rib atlases. Medical Imaging: Computer-Aided Diagnosis 2016: 97853O - [c122]William Kovacs, Chia-Ying Liu, Ronald M. Summers, Jianhua Yao
:
Differentiation of fat, muscle, and edema in thigh MRIs using random forest classification. Medical Imaging: Computer-Aided Diagnosis 2016: 978507 - [c121]Yinong Wang, Jianhua Yao
, Joseph E. Burns, Jiamin Liu, Ronald M. Summers:
Detection of Degenerative Osteophytes of the Spine on PET/CT Using Region-Based Convolutional Neural Networks. CSI@MICCAI 2016: 116-124 - [c120]Zachary DeStefano, Nadine Abi-Jaoudeh, Ming Li, Bradford J. Wood
, Ronald M. Summers, Jianhua Yao
:
CT thermometry for cone-beam CT guided ablation. Medical Imaging: Image-Guided Procedures 2016: 978615 - [e2]Tomaz Vrtovec, Jianhua Yao, Ben Glocker, Tobias Klinder, Alejandro F. Frangi, Guoyan Zheng, Shuo Li
:
Computational Methods and Clinical Applications for Spine Imaging - Third International Workshop and Challenge, CSI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9402, Springer 2016, ISBN 978-3-319-41826-1 [contents] - [e1]Jianhua Yao, Tomaz Vrtovec, Guoyan Zheng, Alejandro F. Frangi, Ben Glocker, Shuo Li
:
Computational Methods and Clinical Applications for Spine Imaging - 4th International Workshop and Challenge, CSI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10182, Springer 2016, ISBN 978-3-319-55049-7 [contents] - [i12]Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers:
Multi-Atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT. CoRR abs/1601.03375 (2016) - [i11]Yinong Wang, Jianhua Yao, Joseph E. Burns, Ronald M. Summers:
Osteoporotic and Neoplastic Compression Fracture Classification on Longitudinal CT. CoRR abs/1601.07533 (2016) - [i10]Holger R. Roth, Yinong Wang, Jianhua Yao, Le Lu, Joseph E. Burns, Ronald M. Summers:
Deep convolutional networks for automated detection of posterior-element fractures on spine CT. CoRR abs/1602.00020 (2016) - [i9]Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers:
Improving Vertebra Segmentation through Joint Vertebra-Rib Atlases. CoRR abs/1602.00585 (2016) - [i8]Hoo-Chang Shin, Holger R. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, Daniel J. Mollura, Ronald M. Summers:
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning. CoRR abs/1602.03409 (2016) - [i7]Xiaosong Wang, Le Lu, Hoo-Chang Shin, Lauren Kim, Isabella Nogues, Jianhua Yao, Ronald M. Summers:
Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database. CoRR abs/1603.07965 (2016) - [i6]Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao, Ronald M. Summers:
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation. CoRR abs/1603.08486 (2016) - 2015
- [j37]Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao
, Ronald M. Summers:
Computer-aided detection of exophytic renal lesions on non-contrast CT images. Medical Image Anal. 19(1): 15-29 (2015) - [j36]Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao
:
Tumor growth prediction with reaction-diffusion and hyperelastic biomechanical model by physiological data fusion. Medical Image Anal. 25(1): 72-85 (2015) - [j35]Shuo Li
, Jianhua Yao
, Nassir Navab:
Guest Editorial Special Issue on Spine Imaging, Image-Based Modeling, and Image Guided Intervention. IEEE Trans. Medical Imaging 34(8): 1625-1626 (2015) - [c119]Hoo-Chang Shin, Le Lu
, Lauren Kim, Ari Seff, Jianhua Yao
, Ronald M. Summers:
Interleaved text/image Deep Mining on a large-scale radiology database. CVPR 2015: 1090-1099 - [c118]Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao
:
Pancreatic Tumor Growth Prediction with Multiplicative Growth and Image-Derived Motion. IPMI 2015: 501-513 - [c117]Holger R. Roth
, Christopher T. Lee, Hoo-Chang Shin, Ari Seff, Lauren Kim, Jianhua Yao
, Le Lu
, Ronald M. Summers:
Anatomy-specific classification of medical images using deep convolutional nets. ISBI 2015: 101-104 - [c116]Jiamin Liu, Divya Narayanan, Kevin W. Chang, Lauren Kim, Evrim Turkbey, Le Lu
, Jianhua Yao
, Ronald M. Summers:
Automated segmentation of the thyroid gland on CT using multi-atlas label fusion and random forest. ISBI 2015: 1114-1117 - [c115]James Stieger, Joseph E. Burns, Jianhua Yao
, Ronald M. Summers:
Dynamic cortex stripping for vertebra evaluation. Medical Imaging: Computer-Aided Diagnosis 2015: 94143D - [c114]Jiamin Liu, Kevin W. Chang, Lauren Kim, Evrim Turkbey, Le Lu
, Jianhua Yao
, Ronald M. Summers:
Automated segmentation of thyroid gland on CT images with multi-atlas label fusion and random classification forest. Medical Imaging: Computer-Aided Diagnosis 2015: 941413 - [c113]Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke
, Ronald M. Summers, Jianhua Yao
:
Myocardial strain estimation from CT: towards computer-aided diagnosis on infarction identification. Medical Imaging: Computer-Aided Diagnosis 2015: 941434 - [c112]Yinong Wang, Jianhua Yao
, Holger R. Roth
, Joseph E. Burns, Ronald M. Summers:
Multi-atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT. CSI@MICCAI 2015: 74-84 - [c111]Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke
, Ronald M. Summers, Jianhua Yao
:
Computer-Aided Infarction Identification from Cardiac CT Images: A Biomechanical Approach with SVM. MICCAI (2) 2015: 144-151 - [i5]Holger R. Roth, Christopher T. Lee, Hoo-Chang Shin, Ari Seff, Lauren Kim, Jianhua Yao, Le Lu, Ronald M. Summers:
Anatomy-specific classification of medical images using deep convolutional nets. CoRR abs/1504.04003 (2015) - [i4]Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, Ronald M. Summers:
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation. CoRR abs/1505.00670 (2015) - [i3]Holger R. Roth, Le Lu, Jiamin Liu, Jianhua Yao, Ari Seff, Kevin M. Cherry, Lauren Kim, Ronald M. Summers:
Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation. CoRR abs/1505.03046 (2015) - 2014
- [j34]Jiamin Liu, Sanket Pattanaik, Jianhua Yao
, Evrim Turkbey, Weidong Zhang, Xiao Zhang, Ronald M. Summers:
Computer aided detection of epidural masses on computed tomography scans. Comput. Medical Imaging Graph. 38(7): 606-612 (2014) - [j33]Jianhua Yao
, Joseph E. Burns
, Hector Munoz
, Ronald M. Summers
:
Cortical shell unwrapping for vertebral body abnormality detection on computed tomography. Comput. Medical Imaging Graph. 38(7): 628-638 (2014) - [j32]Chengjun Yao, Yixun Liu, Jianhua Yao
, Dongxiao Zhuang, Jinsong Wu, Zhiyong Qin, Ying Mao
, LiangFu Zhou:
Augment low-field intra-operative MRI with preoperative MRI using a hybrid non-rigid registration method. Comput. Methods Programs Biomed. 117(2): 114-124 (2014) - [j31]Yixun Liu, Samira M. Sadowski, Allison B. Weisbrod, Electron Kebebew, Ronald M. Summers, Jianhua Yao
:
Patient specific tumor growth prediction using multimodal images. Medical Image Anal. 18(3): 555-566 (2014) - [j30]Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao
, Ronald M. Summers:
Tumor sensitive matching flow: A variational method to detecting and segmenting perihepatic and perisplenic ovarian cancer metastases on contrast-enhanced abdominal CT. Medical Image Anal. 18(5): 725-739 (2014) - [c110]Jianhua Yao
, Joseph E. Burns, Sasha Getty, James Stieger, Ronald M. Summers:
Automated extraction of anatomic landmarks on vertebrae based on anatomic knowledge and geometrical constraints. ISBI 2014: 397-400 - [c109]Jiamin Liu, Jocelyn Zhao, Joanne Hoffman, Jianhua Yao
, Le Lu, Evrim Turkbey, Christine Kim, Ronald M. Summers:
Detection and station mapping of mediastinal lymph nodes on thoracic computed tomography using spatial prior from multi-atlas label fusion. ISBI 2014: 1107-1110 - [c108]Jiamin Liu, Jocelyn Zhao, Joanne Hoffman, Jianhua Yao
, Weidong Zhang, Evrim B. Turkbey, Shijun Wang, Christine Kim, Ronald M. Summers:
Mediastinal lymph node detection on thoracic CT scans using spatial prior from multi-atlas label fusion. Medical Imaging: Computer-Aided Diagnosis 2014: 90350M - [c107]Weidong Zhang, Jiamin Liu, Jianhua Yao
, Ronald M. Summers:
Reducing false positives of small bowel segmentation on CT scans by localizing colon regions. Medical Imaging: Computer-Aided Diagnosis 2014: 90350Z - [c106]Hector E. Munoz
, Jianhua Yao
, Joseph E. Burns, Yasuyuki Pham, James Stieger, Ronald M. Summers:
Vertebral degenerative disc disease severity evaluation using random forest classification. Medical Imaging: Computer-Aided Diagnosis 2014: 90353A - [c105]Le Lu
, Jianhua Yao
, Evrim Turkbey, Ronald M. Summers:
Multilevel image recognition using discriminative patches and kernel covariance descriptor. Medical Imaging: Computer-Aided Diagnosis 2014: 903528 - [c104]Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao
:
Tumor Growth Prediction with Hyperelastic Biomechanical Model, Physiological Data Fusion, and Nonlinear Optimization. MICCAI (2) 2014: 25-32 - [c103]David Allen, Le Lu
, Jianhua Yao
, Jiamin Liu, Evrim Turkbey, Ronald M. Summers:
Robust automated lymph node segmentation with random forests. Medical Imaging: Image Processing 2014: 90343X - [c102]Jianfei Liu, Jianhua Yao
, Shijun Wang, Marius George Linguraru, Ronald M. Summers:
Locally constrained active contour: a region-based level set for ovarian cancer metastasis segmentation. Medical Imaging: Image Processing 2014: 903404 - [i2]Holger R. Roth, Jianhua Yao, Le Lu, James Stieger, Joseph E. Burns, Ronald M. Summers:
Detection of Sclerotic Spine Metastases via Random Aggregation of Deep Convolutional Neural Network Classifications. CoRR abs/1407.5976 (2014) - 2013
- [j29]Ulas Bagci
, Kirsten Miller-Jaster, Kenneth N. Olivier, Jianhua Yao
, Daniel J. Mollura:
Synergistic combination of clinical and imaging features predicts abnormal imaging patterns of pulmonary infections. Comput. Biol. Medicine 43(9): 1241-1251 (2013) - [j28]Ulas Bagci
, Jayaram K. Udupa, Neil Mendhiratta, Brent Foster, Ziyue Xu
, Jianhua Yao
, Xinjian Chen
, Daniel J. Mollura:
Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images. Medical Image Anal. 17(8): 929-945 (2013) - [j27]Xinjian Chen
, Ronald M. Summers, Jianhua Yao
:
Kidney Tumor Growth Prediction by Coupling Reaction-Diffusion and Biomechanical Model. IEEE Trans. Biomed. Eng. 60(1): 169-173 (2013) - [j26]Jianhua Yao
, John Bliton, Ronald M. Summers:
Automatic Segmentation and Measurement of Pleural Effusions on CT. IEEE Trans. Biomed. Eng. 60(7): 1834-1840 (2013) - [j25]Weidong Zhang, Jiamin Liu, Jianhua Yao
, Adeline Louie, Tan B. Nguyen, Stephen Wank, Wieslaw L. Nowinski
, Ronald M. Summers:
Mesenteric Vasculature-Guided Small Bowel Segmentation on 3-D CT. IEEE Trans. Medical Imaging 32(11): 2006-2021 (2013) - [c101]Zhuoshi Wei, Weidong Zhang, Jianfei Liu, Shijun Wang, Jianhua Yao
, Ronald M. Summers:
Computer-aided detection of colitis on computed tomography using a visual codebook. ISBI 2013: 141-144 - [c100]Weidong Zhang, Jiamin Liu, Jianhua Yao
, Ronald M. Summers:
Automatic anatomical labeling of abdominal arteries for small bowel evaluation on 3D CT scans. ISBI 2013: 210-213 - [c99]Yixun Liu, Samira M. Sadowski, Allison B. Weisbrod, Electron Kebebew, Ronald M. Summers, Jianhua Yao
:
Tumor growth modeling based on dual phase CT and FDG-PET. ISBI 2013: 394-397 - [c98]Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao
, Ronald M. Summers:
Augmenting tumor sensitive matching flow to improve detection and segmentation of ovarian cancer metastases within a PDE framework. ISBI 2013: 652-655 - [c97]Hector E. Muñoz, Jianhua Yao
, Joseph E. Burns, Ronald M. Summers:
Detection of vertebral degenerative disc disease based on cortical shell unwrapping. Medical Imaging: Computer-Aided Diagnosis 2013: 86700C - [c96]Jianhua Yao
, Yixun Liu, Foster Chen, Ronald M. Summers, Timothy Bhattacharyya:
Computer assisted measurement of femoral cortex thickening on radiographs. Medical Imaging: Computer-Aided Diagnosis 2013: 86703C - [c95]Weidong Zhang, Jiamin Liu, Jianhua Yao
, Ronald M. Summers:
Segmenting the thoracic, abdominal and pelvic musculature on CT scans combining atlas-based model and active contour model. Medical Imaging: Computer-Aided Diagnosis 2013: 867008 - [c94]Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao
, Ronald M. Summers:
A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer Metastases. MICCAI (2) 2013: 83-90 - [c93]Yixun Liu, Samira M. Sadowski, Allison B. Weisbrod, Electron Kebebew, Ronald M. Summers, Jianhua Yao
:
Multimodal Image Driven Patient Specific Tumor Growth Modeling. MICCAI (3) 2013: 283-290 - [c92]Jianfei Liu, Shijun Wang, Jianhua Yao
, Marius George Linguraru, Ronald M. Summers:
Manifold Diffusion for Exophytic Kidney Lesion Detection on Non-contrast CT Images. MICCAI (1) 2013: 340-347 - [c91]Yixun Liu, Songtao Liu, Albert C. Lardo, Karl H. Schuleri, Marcelo S. Nacif
, David A. Bluemke
, Ronald M. Summers, Jianhua Yao
:
Build 4-dimensional myocardial model for dynamic CT images. Medical Imaging: Image Processing 2013: 86691Q - 2012
- [j24]Ulas Bagci
, Mike Bray, Jesus Caban, Jianhua Yao
, Daniel J. Mollura:
Computer-assisted detection of infectious lung diseases: A review. Comput. Medical Imaging Graph. 36(1): 72-84 (2012) - [j23]Ulas Bagci
, Mike Bray, Jesus Caban, Jianhua Yao
, Daniel J. Mollura:
Corrigendum to "Computer-assisted detection of infectious lung diseases: A review" [Comput. Med. Imag. Graph. 36(2012) 72-84]. Comput. Medical Imaging Graph. 36(2): 169 (2012) - [j22]Jesus Caban, Jianhua Yao
, Daniel J. Mollura:
Enhancing Image Analytic Tools by Fusing Quantitative Physiological Values with Image Features. J. Digit. Imaging 25(4): 550-557 (2012) - [j21]Ulas Bagci
, Jianhua Yao
, Albert Wu, Jesus Caban, Tara N. Palmore, Anthony F. Suffredini, Omer Aras
, Daniel J. Mollura:
Automatic Detection and Quantification of Tree-in-Bud (TIB) Opacities From CT Scans. IEEE Trans. Biomed. Eng. 59(6): 1620-1632 (2012) - [j20]Jiamin Liu, Kevin W. Chang, Jianhua Yao
, Ronald M. Summers:
Predicting Polyp Location on Optical Colonoscopy From CT Colonography by Minimal-Energy Curve Modeling of the Colonoscope Path. IEEE Trans. Biomed. Eng. 59(12): 3531-3540 (2012) - [j19]Xinjian Chen
, Jayaram K. Udupa, Ulas Bagci
, Ying Zhuge, Jianhua Yao
:
Medical Image Segmentation by Combining Graph Cuts and Oriented Active Appearance Models. IEEE Trans. Image Process. 21(4): 2035-2046 (2012) - [j18]Xinjian Chen
, Marcelo S. Nacif
, Songtao Liu, Christopher T. Sibley, Ronald M. Summers, David A. Bluemke
, Jianhua Yao
:
A Framework of Whole Heart Extracellular Volume Fraction Estimation for Low-Dose Cardiac CT Images. IEEE Trans. Inf. Technol. Biomed. 16(5): 842-851 (2012) - [j17]Xiuli Li, Xinjian Chen
, Jianhua Yao
, Xing Zhang, Fei Yang, Jian Tian:
Automatic Renal Cortex Segmentation Using Implicit Shape Registration and Novel Multiple Surfaces Graph Search. IEEE Trans. Medical Imaging 31(10): 1849-1860 (2012) - [j16]Xiuli Li, Xinjian Chen
, Jianhua Yao
, Xing Zhang, Fei Yang, Jie Tian:
Erratum to "Automatic Renal Cortex Segmentation Using Implicit Shape Registration and Novel Multiple Surfaces Graph Search". IEEE Trans. Medical Imaging 31(12): 2366 (2012) - [c90]Jiaxin Huang, David A. Bluemke
, Xiao Zhang, Ronald M. Summers, Les R. Folio, Jianhua Yao
:
A cross-platform and distributive database system for cumulative tumor measurement. EMBC 2012: 1266-1269 - [c89]Sovira Tan, Jianhua Yao
, Lawrence Yao, Michael M. Ward:
High precision semi-automated vertebral height measurement using computed tomography: A phantom study. EMBC 2012: 1554-1557 - [c88]Xunlei Wu, Jianhua Yao
, Andinet Enquobahrie, Huai-Ping Lee, Michel A. Audette
:
Integration of a Multigrid ODE solver into an open medical simulation framework. EMBC 2012: 3090-3093 - [c87]Yixun Liu, Marcelo Souto Nacif
, Songtao Liu, Christopher T. Sibley, David A. Bluemke
, Ronald M. Summers, Jianhua Yao
:
Point-guided modeling and segmentation of myocardium for low dose cardiac CT images. EMBC 2012: 5327-5330 - [c86]Shijun Wang, Matthew McKenna
, Nicholas Petrick, Berkman Sahiner, Marius George Linguraru, Zhuoshi Wei, Jianhua Yao
, Ronald M. Summers:
ROC-like optimization by sample ranking: Application to CT colonography. ISBI 2012: 478-481 - [c85]Zhuoshi Wei, Shijun Wang, Nicholas Petrick, Jianhua Yao
, Senthil Periaswamy, Ronald M. Summers:
Supine and prone CT colonography registration by matching graphs of teniae coli. ISBI 2012: 712-715 - [c84]Weidong Zhang, Jiamin Liu, Jianhua Yao
, Tan B. Nguyen, Adeline Louie, Stephen Wank, Wieslaw L. Nowinski
, Ronald M. Summers:
Mesenteric vasculature-guided small bowel segmentation on high-resolution 3D CT angiography scans. ISBI 2012: 1280-1283 - [c83]Jiamin Liu, Chin-Hsiang Feng, Jeremy Hua
, Jianhua Yao
, Jacob M. White, Ronald M. Summers:
Automatic detection and segmentation of abdominopelvic lymph nodes on computed tomography scans. ISBI 2012: 1455-1458 - [c82]Ulas Bagci
, Kirsten Miller-Jaster, Jianhua Yao
, Albert Wu, Jesus Caban, Kenneth N. Olivier, Omer Aras
, Daniel J. Mollura:
Automatic quantification of Tree-in-Bud patterns from CT scans. ISBI 2012: 1459-1462 - [c81]Ananda S. Chowdhury
, Joseph E. Burns, Arka Mukherjee, Bhaskar Sen, Jianhua Yao
, Ronald M. Summers:
Automated detection of pelvic fractures from volumetric CT images. ISBI 2012: 1687-1690 - [c80]Jianhua Yao
, Joseph E. Burns, Ronald M. Summers:
Sclerotic rib metastases detection on routine CT images. ISBI 2012: 1767-1770 - [c79]Zhuoshi Wei, Jianhua Yao
, Shijun Wang, Jiamin Liu, Ronald M. Summers:
Computer-aided marginal artery detection on computed tomographic colonography. Medical Imaging: Computer-Aided Diagnosis 2012: 83150Z - [c78]Weidong Zhang, Jiamin Liu, Jianhua Yao
, Tan Nguyen, Adeline Louie, Stephen Wank, Ronald M. Summers:
Computer-aided mesenteric small vessel segmentation on high-resolution 3D contrast-enhanced CT angiography scans. Medical Imaging: Computer-Aided Diagnosis 2012: 83151T - [c77]Jianhua Yao
, Joseph E. Burns, Tatjana Wiese, Ronald M. Summers:
Quantitative vertebral compression fracture evaluation using a height compass. Medical Imaging: Computer-Aided Diagnosis 2012: 83151X - [c76]Tatjana Wiese, Jianhua Yao
, Joseph E. Burns, Ronald M. Summers:
Detection of sclerotic bone metastases in the spine using watershed algorithm and graph cut. Medical Imaging: Computer-Aided Diagnosis 2012: 831512 - [c75]Xinjian Chen
, Hemin Zhao, Jianhua Yao
:
A Fully Automated Framework for Renal Cortex Segmentation. Abdominal Imaging 2012: 208-217 - [c74]Ulas Bagci
, Jayaram K. Udupa, Jianhua Yao
, Daniel J. Mollura:
Co-segmentation of Functional and Anatomical Images. MICCAI (3) 2012: 459-467 - [c73]Jianhua Yao
, Joseph E. Burns, Hector Munoz
, Ronald M. Summers:
Detection of Vertebral Body Fractures Based on Cortical Shell Unwrapping. MICCAI (3) 2012: 509-516 - [c72]Xiuli Li, Xinjian Chen
, Jianhua Yao
, Xing Zhang, Jie Tian:
Incorporation of physical constraints in optimal surface search for renal cortex segmentation. Medical Imaging: Image Processing 2012: 83142H - [c71]Xinjian Chen
, Ronald M. Summers, Marcelo S. Nacif
, Songtao Liu, David A. Bluemke
, Jianhua Yao
:
A framework of whole heart extracellular volume fraction estimation for low dose cardiac CT images. Medical Imaging: Image Processing 2012: 831429 - 2011
- [j15]Xinjian Chen
, Ronald M. Summers, Jianhua Yao
:
FEM-Based 3-D Tumor Growth Prediction for Kidney Tumor. IEEE Trans. Biomed. Eng. 58(3): 463-467 (2011) - [c70]Ulas Bagci
, Jianhua Yao
, Jesus Caban, Tara N. Palmore, Anthony F. Suffredini, Daniel J. Mollura:
Automatic detection of tree-in-bud patterns for computer assisted diagnosis of respiratory tract infections. EMBC 2011: 5096-5099 - [c69]Jesus J. Caban, Jianhua Yao
, Ulas Bagci
, Daniel J. Mollura:
Monitoring pulmonary fibrosis by fusing clinical, physiological, and computed tomography features. EMBC 2011: 6216-6219 - [c68]Ulas Bagci
, Jianhua Yao
, Jesus Caban, Evrim Turkbey, Omer Aras
, Daniel J. Mollura:
A graph-theoretic approach for segmentation of PET images. EMBC 2011: 8479-8482 - [c67]Ananda S. Chowdhury
, Joseph E. Burns, Bhaskar Sen, Arka Mukherjee, Jianhua Yao
, Ronald M. Summers:
Detection of pelvic fractures using graph cuts and curvatures. ICIP 2011: 1573-1576 - [c66]Tatjana Wiese, Joseph E. Burns, Jianhua Yao
, Ronald M. Summers:
Computer-aided detection of sclerotic bone metastases in the spine using watershed algorithm and support vector machines. ISBI 2011: 152-155 - [c65]John Bliton, Jianhua Yao
, Mark Bi, Ronald M. Summers:
Improved 3D automatic segmentation and measurement of pleural effusions. ISBI 2011: 1954-1957 - [c64]Xiaofeng Liu, Marius George Linguraru, Jianhua Yao
, Ronald M. Summers:
Abdominal multi-organ localization on contrast-enhanced CT based on maximum a posteriori probability and minimum volume overlap. ISBI 2011: 2083-2086 - [c63]Jesus J. Caban, David Liao, Jianhua Yao
, Daniel J. Mollura, Bernadette Gochuico, Terry S. Yoo:
Enhancing image classification models with multi-modal biomarkers. Medical Imaging: Computer-Aided Diagnosis 2011: 79631T - [c62]Zhuoshi Wei, Jianhua Yao
, Shijun Wang, Ronald M. Summers:
Computer-aided teniae coli detection using height maps from computed tomographic colonography images. Medical Imaging: Computer-Aided Diagnosis 2011: 79631G - [c61]Javed M. Aman, Jianhua Yao
, Ronald M. Summers:
Automatic colonic polyp shape determination using content-based image retrieval. Medical Imaging: Computer-Aided Diagnosis 2011: 79632G - [c60]Jianhua Yao
, Andrew J. Dwyer, Ronald M. Summers, Daniel J. Mollura:
Computer-aided assessment of pulmonary disease in novel swine-origin H1N1 influenza on CT. Medical Imaging: Computer-Aided Diagnosis 2011: 79632W - [c59]Jiamin Liu, Jeremy Hua
, Jianhua Yao
, Jacob M. White, Ronald M. Summers:
Computer-aided abdominal lymph node detection using contrast-enhanced CT images. Medical Imaging: Computer-Aided Diagnosis 2011: 796313 - [c58]Ulas Bagci
, Jianhua Yao
, Jesus Caban, Anthony F. Suffredini, Tara N. Palmore, Daniel J. Mollura:
Learning Shape and Texture Characteristics of CT Tree-in-Bud Opacities for CAD Systems. MICCAI (3) 2011: 215-222 - [c57]Xiuli Li, Xinjian Chen
, Jianhua Yao
, Xing Zhang, Jie Tian:
Renal Cortex Segmentation Using Optimal Surface Search with Novel Graph Construction. MICCAI (3) 2011: 387-394 - [c56]Xinjian Chen
, Ronald M. Summers, Jianhua Yao
:
Automatic 3D kidney segmentation based on shape constrained GC-OAAM. Medical Imaging: Image Processing 2011: 79623M - [c55]Ivica Kopriva, Xinjian Chen
, Jianhua Yao
:
Nonlinear band expansion and nonnegative matrix underapproximation for unsupervised segmentation of a liver from a multi-phase CT image. Medical Imaging: Image Processing 2011: 79623A - [i1]Ulas Bagci, Jianhua Yao, Jesus Caban, Anthony F. Suffredini, Tara N. Palmore, Daniel J. Mollura:
Learning Shape and Texture Characteristics of CT Tree-in-Bud Opacities for CAD Systems. CoRR abs/1106.5186 (2011) - 2010
- [j14]Shijun Wang, Jianhua Yao
, Nicholas Petrick, Ronald M. Summers:
Combining Statistical and Geometric Features for Colonic Polyp Detection in Ctc Based on Multiple Kernel Learning. Int. J. Comput. Intell. Appl. 9(1): 1-15 (2010) - [j13]Ananda S. Chowdhury
, Sovira Tan, Jianhua Yao
, Ronald M. Summers:
Colonic fold detection from computed tomographic colonography images using diffusion-FCM and level sets. Pattern Recognit. Lett. 31(9): 876-883 (2010) - [j12]Jianhua Yao
, Ananda S. Chowdhury
, Javed M. Aman, Ronald M. Summers:
Reversible Projection Technique for Colon Unfolding. IEEE Trans. Biomed. Eng. 57(12): 2861-2869 (2010) - [j11]Marcelo Adrián Castro
, Jianhua Yao
, Yuxi Pang, Christabel Lee, Eva Baker, John A. Butman
, Iordanis E. Evangelou, David Thomasson:
Template-Based B 1 Inhomogeneity Correction in 3T MRI Brain Studies. IEEE Trans. Medical Imaging 29(11): 1927-1941 (2010) - [c54]Nathaniel Strawn, Jianhua Yao
:
Tracking kidney tumor dimensional measurements via image morphing. ICIP 2010: 1721-1724 - [c53]Xinjian Chen
, Jianhua Yao
, Ying Zhuge, Ulas Bagci
:
3D automatic anatomy segmentation based on graph cut-oriented active appearance models. ICIP 2010: 3653-3656 - [c52]Kevin W. Chang, Jiamin Liu, Jianhua Yao
, Ronald M. Summers:
Improved method for predicting polyp location from CT colonography for optical colonoscopy. ICIP 2010: 4365-4368 - [c51]Marcelo Adrián Castro
, Jianhua Yao
, Yuxi Pang, Eva Baker, John A. Butman
, David Thomasson:
Template method to improve brain segmentation from inhomogeneous brain magnetic resonance images at high fields. ISBI 2010: 73-76 - [c50]Daniel Lewis Sussman
, Jianhua Yao
, Ronald M. Summers:
Automated measurement and segmentation of abdominal adipose tissue in MRI. ISBI 2010: 936-939 - [c49]Javed M. Aman, Jianhua Yao
, Ronald M. Summers:
Content-based image retrieval on CT colonography using rotation and scale invariant features and bag-of-words model. ISBI 2010: 1357-1360 - [c48]Xinjian Chen
, Ronald M. Summers, Jianhua Yao
:
FEM Based 3D Tumor Growth Prediction for Kidney Tumor. MIAR 2010: 159-168 - [c47]Xiaofeng Liu, Marius George Linguraru, Jianhua Yao
, Ronald M. Summers:
Organ Pose Distribution Model and an MAP Framework for Automated Abdominal Multi-organ Localization. MIAR 2010: 393-402 - [c46]Javed M. Aman, Jianhua Yao
, Ronald M. Summers:
Prediction of polyp histology on CT colonography using content-based image retrieval. Medical Imaging: Computer-Aided Diagnosis 2010: 76240D - [c45]Shijun Wang, Jianhua Yao
, Nicholas Petrick, Ronald M. Summers:
Matching colonic polyps using correlation optimized warping. Medical Imaging: Computer-Aided Diagnosis 2010: 76240E - [c44]Javed M. Aman, Ronald M. Summers, Jianhua Yao
:
Characterizing Colonic Detections in CT Colonography Using Curvature-Based Feature Descriptor and Bag-of-Words Model. Virtual Colonoscopy and Abdominal Imaging 2010: 15-23 - [c43]Zhuoshi Wei, Jianhua Yao
, Shijun Wang, Ronald M. Summers:
Teniae Coli Extraction in Human Colon for Computed Tomographic Colonography Images. Virtual Colonoscopy and Abdominal Imaging 2010: 98-104 - [c42]Jianhua Yao
, Ananda S. Chowdhury
, Ronald M. Summers:
Realistic colon simulation in CT colonography using mesh skinning. Medical Imaging: Image-Guided Procedures 2010: 76252J - [c41]Daniel Lewis Sussman, Jianhua Yao
, Ronald M. Summers:
Automated fat measurement and segmentation with intensity inhomogeneity correction. Medical Imaging: Image Processing 2010: 76233X
2000 – 2009
- 2009
- [j10]Jinshan Tang
, Rangaraj M. Rangayyan
, Jianhua Yao
, Yongyi Yang:
Introduction to the Issue on Digital Image Processing Techniques for Oncology. IEEE J. Sel. Top. Signal Process. 3(1): 1-3 (2009) - [j9]Jianhua Yao
, Jeremy Chen, Catherine Chow:
Breast Tumor Analysis in Dynamic Contrast Enhanced MRI Using Texture Features and Wavelet Transform. IEEE J. Sel. Top. Signal Process. 3(1): 94-100 (2009) - [j8]Jinshan Tang
, Rangaraj M. Rangayyan
, Jianhua Yao
, Yongyi Yang:
Digital image processing and pattern recognition techniques for the detection of cancer. Pattern Recognit. 42(6): 1015-1016 (2009) - [j7]Jianhua Yao
, Jiang Li, Ronald M. Summers:
Employing topographical height map in colonic polyp measurement and false positive reduction. Pattern Recognit. 42(6): 1029-1040 (2009) - [j6]Marius George Linguraru, Jianhua Yao
, Rabindra Gautam, James Peterson, Zhixi Li, W. Marston Linehan, Ronald M. Summers:
Renal tumor quantification and classification in contrast-enhanced abdominal CT. Pattern Recognit. 42(6): 1149-1161 (2009) - [c40]Jianhua Yao
, Wei Han, Ronald M. Summers:
Computer Aided Evaluation of Pleural Effusion Using Chest CT Images. ISBI 2009: 241-244 - [c39]Javed M. Aman, Jianhua Yao
, Ronald M. Summers:
Reducing the False Positive Rate of Computer Aided Detection for CT Colonography Using Content Based Image Retrieval. ISBI 2009: 915-918 - [c38]Shijun Wang, Jianhua Yao
, Jiamin Liu, Nicholas Petrick, Ronald M. Summers:
Centerline Registration of Prone and Supine CT Colonography Scans Based on Correlation Optimized Warping and Anatomical Landmarks. ISBI 2009: 955-958 - [c37]Marius George Linguraru, Rabindra Gautam, James Peterson, Jianhua Yao
, W. Marston Linehan, Ronald M. Summers:
Renal Tumor Quantification and Classification in Triple-Phase Contrast-Enhanced Abdominal CT. ISBI 2009: 1310-1313 - [c36]Ananda S. Chowdhury
, Sovira Tan, Jianhua Yao
, Marius George Linguraru, Ronald M. Summers:
Two methods of Haustral fold detection from computed tomographic virtual colonoscopy images. Medical Imaging: Computer-Aided Diagnosis 2009: 72602U - [c35]Shijun Wang, Jianhua Yao
, Nicholas A. Petrick, Ronald M. Summers:
Combining heterogeneous features for colonic polyp detection in CTC based on semi-definite programming. Medical Imaging: Computer-Aided Diagnosis 2009: 72602R - [c34]Jianhua Yao
, Ronald M. Summers:
Statistical Location Model for Abdominal Organ Localization. MICCAI (1) 2009: 9-17 - [c33]Jianhua Yao
, Ronald M. Summers:
Employing anatomical knowledge in vertebral column labeling. Medical Imaging: Image Processing 2009: 72593Y - 2008
- [j5]Sovira Tan, Jianhua Yao
, Michael M. Ward, Lawrence Yao, Ronald M. Summers:
Computer Aided Evaluation of Ankylosing Spondylitis Using High-Resolution CT. IEEE Trans. Medical Imaging 27(9): 1252-1267 (2008) - [c32]Ananda S. Chowdhury, Jianhua Yao
, Robert L. Van Uitert Jr., Marius George Linguraru, Ronald M. Summers:
Detection of anatomical landmarks in human colon from computed tomographic colonography images. ICPR 2008: 1-4 - [c31]Shijun Wang, Jianhua Yao
, Ronald M. Summers:
Matching colonic polyps from prone and supine CT colonography scans based on statistical curvature information. ICPR 2008: 1-4 - [c30]Jianhua Yao
, Nilo Avila, Andrew Dwyer, Angelo M. Taveira-DaSilva, Olanda M. Hathaway, Joel Moss:
Computer-aided grading of lymphangioleiomyomatosis (LAM) using HRCT. ICPR 2008: 1-4 - [c29]Shijun Wang, Jianhua Yao
, Ronald M. Summers:
DMLLE: a large-scale dimensionality reduction method for detection of polyps in CT colonography. Medical Imaging: Computer-Aided Diagnosis 2008: 69150C - [c28]Jeremy Chen, Jianhua Yao
, David Thomasson:
Automatic Determination of Arterial Input Function for Dynamic Contrast Enhanced MRI in Tumor Assessment. MICCAI (1) 2008: 594-601 - [c27]Sovira Tan, Jianhua Yao
, Lawrence Yao, Ronald M. Summers, Michael M. Ward:
Acetabular rim and surface segmentation for hip surgery planning and dysplasia evaluation. Medical Imaging: Image-Guided Procedures 2008: 69181N - [c26]Sovira Tan, Jianhua Yao
, Lawrence Yao, Ronald M. Summers, Michael M. Ward:
Vertebral surface registration using ridgelines/crestlines. Medical Imaging: Image Processing 2008: 69140H - 2007
- [c25]Jianhua Yao
, Jiang Li, Ronald M. Summers:
CT Colonography Computer-Aided Polyp Detection using Topographical Height Map. ICIP (5) 2007: 21-24 - [c24]Jianhua Yao
, Stacy D. O'Connor
, Ronald M. Summers:
Computer Aided Detection of Lytic Bone Metastases in the Spine Using Routine CT Images. ISBI 2007: 512-515 - [c23]Sovira Tan, Jianhua Yao
, Michael M. Ward, Lawrence Yao, Ronald M. Summers:
3D Multi-Scale Level Set Segmentation of Vertebrae. ISBI 2007: 896-899 - [c22]Jianhua Yao
, Ronald M. Summers:
Detection and Segmentation of Colonic Polyps on Haustral Folds. ISBI 2007: 900-903 - [c21]Jiang Li, Adam Huang
, Nicholas Petrick, Jianhua Yao
, Ronald M. Summers:
Validating Pareto optimal operation parameters of polyp detection algorithms for CT colonography. Medical Imaging: Computer-Aided Diagnosis 2007: 65142G - [c20]Jianhua Yao
, Jiang Li, Ronald M. Summers:
Collaborative classifiers in CT colonography CAD. Medical Imaging: Computer-Aided Diagnosis 2007: 65142H - [c19]Jesus J. Caban, Jianhua Yao
, Nilo A. Avila, Joseph R. Fontana, Vincent C. Manganiello:
Texture-based computer-aided diagnosis system for lung fibrosis. Medical Imaging: Computer-Aided Diagnosis 2007: 651439 - [c18]David Chen, Jianhua Yao
:
Improved livewire method for segmentation on low contrast and noisy images. Medical Imaging: Image Processing 2007: 65122Z - [c17]Sovira Tan, Jianhua Yao
, Michael M. Ward, Lawrence Yao, Ronald M. Summers:
Level sets on non-planar manifolds for ridge detection on isosurfaces. Medical Imaging: Image Processing 2007: 651230 - 2006
- [j4]Jiang Li, Jianhua Yao
, Ronald M. Summers, Nicholas Petrick, Michael T. Manry, Amy K. Hara:
An Efficient Feature Selection Algorithm for Computer-aided Polyp Detection. Int. J. Artif. Intell. Tools 15(6): 893-916 (2006) - [c16]Sovira Tan, Jianhua Yao
, Michael M. Ward, Lawrence Yao, Ronald M. Summers:
Computer aided evaluation of ankylosing spondylitis. ISBI 2006: 339-342 - [c15]Jianhua Yao
, Stacy D. O'Connor, Ronald M. Summers:
Automated spinal column extraction and partitioning. ISBI 2006: 390-393 - [c14]Jiang Li, Marek Franaszek, Nicholas Petrick, Jianhua Yao
, Adam Huang
, Ronald M. Summers:
Wavelet method for CT colonography computer-aided polyp detection. ISBI 2006: 1316-1319 - [c13]Jiang Li, Adam Huang, Jianhua Yao
, Ingmar Bitter, Nicholas Petrick, Ronald M. Summers, Perry J. Pickhardt, J. Richard Choi:
Automatic colonic polyp detection using multi-objective evolutionary techniques. Medical Imaging: Image Processing 2006: 61445E - [c12]Jiang Li, Jianhua Yao
, Nicholas Petrick, Ronald M. Summers, Amy K. Hara:
Hybrid committee classifier for a computerized colonic polyp detection system. Medical Imaging: Image Processing 2006: 61445A - [c11]Sovira Tan, Jianhua Yao
, Michael M. Ward, Lawrence Yao, Ronald M. Summers:
Level set based vertebra segmentation for the evaluation of Ankylosing Spondylitis. Medical Imaging: Image Processing 2006: 614407 - [c10]Jianhua Yao
, Stacy D. O'Connor
, Ronald M. Summers:
Computer aided lytic bone metastasis detection using regular CT images. Medical Imaging: Image Processing 2006: 614459 - [c9]Wenzhu Lu, Jianhua Yao
, Chao Lu, Sheila A. Prindiville, Catherine Chow:
DCE-MRI Segmentation and Motion Correction Based on Active Contour Model and Forward Mapping. SNPD 2006: 208-212 - 2005
- [c8]Jiang Li, Jianhua Yao, Ronald M. Summers, Amy K. Hara:
An Efficient Feature Selection Algorithm for Computer-Aided Polyp Detection. FLAIRS 2005: 381-386 - [c7]Jianhua Yao
, Jo Anne Zujewski, Jennifer Orzano, Sheila A. Prindiville, Catherine Chow:
Classification and calculation of breast fibroglandular tissue volume on SPGR fat suppressed MRI. Medical Imaging: Image Processing 2005 - 2004
- [j3]Jianhua Yao
, Meghan Miller, Marek Franaszek, Ronald M. Summers:
Colonic polyp segmentation in CT colonography-based on fuzzy clustering and deformable models. IEEE Trans. Medical Imaging 23(11): 1344-1352 (2004) - [c6]Jianhua Yao
, Michael Collins, John A. Butman, Janice Lee:
Computer Aided Monitoring of Fibrous Dysplasia Disease in Craniofacial Bones. ISBI 2004: 245-248 - 2003
- [j2]Jianhua Yao
, Russell H. Taylor:
Non-Rigid Registration And Correspondence Finding In Medical Image Analysis Using Multiple-Layer Flexible Mesh Template Matching. Int. J. Pattern Recognit. Artif. Intell. 17(7): 1145-1165 (2003) - [c5]Jianhua Yao
, Russell H. Taylor:
Assessing Accuracy Factors in Deformable 2D/3D Medical Image Registration Using a Statistical Pelvis Model. ICCV 2003: 1329-1334 - [c4]Jianhua Yao
, Russell H. Taylor:
A multiple-layer flexible mesh template matching method for non-rigid registration between a pelvis model and CT images. Medical Imaging: Image Processing 2003 - 2001
- [c3]Jianhua Yao
, Russell H. Taylor:
Construction and simplification of bone density models. Medical Imaging: Image Processing 2001 - 2000
- [c2]Jianhua Yao
, Russell H. Taylor:
Tetrahedral Mesh Modeling of Density Data for Anatomical Atlases and Intensity-Based Registration. MICCAI 2000: 531-540
1990 – 1999
- 1999
- [j1]Russell H. Taylor, Leo Joskowicz
, Bill Williamson, André Guéziec, Alan D. Kalvin, Peter Kazanzides
, Robert Van Vorhis, Jianhua Yao
, Rajesh Kumar, Andrew Bzostek, Alind Sahay, Martin Börner, Armin Lahmer:
Computer-integrated revision total hip replacement surgery: concept and preliminary results. Medical Image Anal. 3(3): 301-319 (1999) - [c1]Jianhua Yao
, Russell H. Taylor, Randal P. Goldberg, Rajesh Kumar, Andrew Bzostek, Robert Van Vorhis, Peter Kazanzides
, André Guéziec, Janez Funda:
A Progressive Cut Refinement Scheme for Revision Total Hip Replacement Surgery Using C-arm Fluoroscopy. MICCAI 1999: 1010-1019
Coauthor Index
aka: Jesus Caban
aka: Nicholas A. Petrick
aka: Holger R. Roth
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