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Mark A. Helvie
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2020 – today
- 2020
- [c60]Zachary Papanastasopoulos, Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Colleen H. Neal:
Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI. Computer-Aided Diagnosis 2020 - [c59]Yuanpin Zhou, Jun Wei, Mark A. Helvie, Heang-Ping Chan, Chuan Zhou, Lubomir M. Hadjiiski, Yao Lu:
Generating high resolution digital mammogram from digitized film mammogram with conditional generative adversarial network. Computer-Aided Diagnosis 2020
2010 – 2019
- 2019
- [j5]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb D. Richter, Kenny H. Cha:
Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets. IEEE Trans. Medical Imaging 38(3): 686-696 (2019) - [c58]Xiangyuan Ma, Caleb Fisher, Jun Wei, Mark A. Helvie, Heang-Ping Chan, Chuan Zhou, Lubomir M. Hadjiiski, Yao Lu:
Multi-path deep learning model for automated mammographic density categorization. Computer-Aided Diagnosis 2019: 109502E - [c57]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Colleen H. Neal:
Homogenization of breast MRI across imaging centers and feature analysis using unsupervised deep embedding. Computer-Aided Diagnosis 2019: 1095020 - 2018
- [c56]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb Richter, Kenny H. Cha:
Cross-domain and multi-task transfer learning of deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis. Computer-Aided Diagnosis 2018: 105750Q - [c55]Jun Wei, Songfeng Li, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Yao Lu, Chuan Zhou, Lubomir M. Hadjiiski, Ravi K. Samala:
Deep convolutional neural network for mammographic density segmentation. Computer-Aided Diagnosis 2018: 105753I - [c54]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb Richter, Kenny H. Cha:
Compression of deep convolutional neural network for computer-aided diagnosis of masses in digital breast tomosynthesis. Computer-Aided Diagnosis 2018: 1057521 - 2017
- [c53]Jun Wei, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Chuan Zhou, Lubomir M. Hadjiiski:
Radiomic modeling of BI-RADS density categories. Computer-Aided Diagnosis 2017: 101340P - [c52]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Renaid B. Kim:
Identifying key radiogenomic associations between DCE-MRI and micro-RNA expressions for breast cancer. Computer-Aided Diagnosis 2017: 101340T - 2016
- [j4]Hyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Mark A. Helvie, Alexis V. Nees, Hyun Chin Cho:
A Similarity Study of Interactive Content-Based Image Retrieval Scheme for Classification of Breast Lesions. IEICE Trans. Inf. Syst. 99-D(6): 1663-1670 (2016) - [c51]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha, Mark A. Helvie:
Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis. Computer-Aided Diagnosis 2016: 97850Y - [c50]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Ruola Ning, Kenny H. Cha, Mark A. Helvie:
Reference state estimation of breast computed tomography for registration with digital mammography. Computer-Aided Diagnosis 2016: 97851U - [c49]Ravi K. Samala, Jun Wei, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha, Mark A. Helvie:
First and second-order features for detection of masses in digital breast tomosynthesis. Computer-Aided Diagnosis 2016: 978523 - 2015
- [c48]Ravi K. Samala, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Jun Wei, Mark A. Helvie:
Comparison of computer-aided detection of clustered microcalcifications in digital mammography and digital breast tomosynthesis. Computer-Aided Diagnosis 2015: 94140K - [c47]Ravi K. Samala, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Jun Wei, Mark A. Helvie:
Digital breast tomosynthesis: application of 2D digital mammography CAD to detection of microcalcification clusters on planar projection image. Computer-Aided Diagnosis 2015: 941418 - 2014
- [c46]Ravi K. Samala, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Jun Wei, Mark A. Helvie:
Digital breast tomosynthesis: effects of projection-view distribution on computer-aided detection of microcalcification clusters. Computer-Aided Diagnosis 2014: 90350Y - 2013
- [c45]Ravi K. Samala, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Jun Wei, Berkman Sahiner, Mark A. Helvie:
Detection of microcalcifications in breast tomosynthesis reconstructed with multiscale bilateral filtering regularization. Computer-Aided Diagnosis 2013: 86701L - 2012
- [c44]Lubomir M. Hadjiiski, Hyun-chong Cho, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Chintana Paramagul, Alexis V. Nees:
Inter- and Intra-Observer Variability of Radiologists Evaluating CBIR Systems. Digital Mammography / IWDM 2012: 482-489 - [c43]Jun Wei, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Chuan Zhou, Mark A. Helvie:
Breast Parenchymal Pattern (BPP) Analysis: Comparison of Digital Mammograms and Breast Tomosynthesis. Digital Mammography / IWDM 2012: 514-520 - [c42]Jun Wei, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Chuan Zhou, Yao Lu:
Computer-aided detection of microcalcifications in digital breast tomosynthesis (DBT): a multichannel signal detection approach on projection views. Computer-Aided Diagnosis 2012: 83152D - [c41]Hyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Mark A. Helvie, Alexis V. Nees:
Interactive content-based image retrieval (CBIR) computer-aided diagnosis (CADx) system for ultrasound breast masses using relevance feedback. Computer-Aided Diagnosis 2012: 831509 - [c40]Hyun-chong Cho, Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Chintana Paramagul, Alexis V. Nees:
A similarity study between the query mass and retrieved masses using decision tree content-based image retrieval (DTCBIR) CADx system for characterization of ultrasound breast mass images. Computer-Aided Diagnosis 2012: 831528 - 2011
- [c39]Hyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Mark A. Helvie, Alexis V. Nees, Chintana Paramagul:
Similarity evaluation between query and retrieved masses using a content-based image retrieval (CBIR) CADx system for characterization of breast masses on ultrasound images: an observer study. Computer-Aided Diagnosis 2011: 79632F - [c38]Jun Wei, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Mark A. Helvie, Chuan Zhou, Yao Lu:
Computer-aided detection of breast masses in digital breast tomosynthesis (DBT): improvement of false positive reduction by optimization of object segmentation. Computer-Aided Diagnosis 2011: 796311 - [c37]Jun Wei, Heang-Ping Chan, Mark A. Helvie, Chuan Zhou, Lubomir M. Hadjiiski:
Study of adaptability of breast density analysis system developed for screen film mammograms (SFMs) to full-field digital mammograms (FFDMs): robustness of parenchymal texture analysis. Computer-Aided Diagnosis 2011: 796320 - 2010
- [c36]Jun Wei, Heang-Ping Chan, Chuan Zhou, Mark A. Helvie, Lubomir M. Hadjiiski, Berkman Sahiner:
Association of a mammographic parenchymal pattern (MPP) descriptor with breast cancer risk: a case-control study. Computer-Aided Diagnosis 2010: 76240A - [c35]Heang-Ping Chan, Berkman Sahiner, Jun Wei, Lubomir M. Hadjiiski, Chuan Zhou, Mark A. Helvie:
Digital breast tomosynthesis: computerized detection of microcalcifications in reconstructed breast volume using a 3D approach. Computer-Aided Diagnosis 2010: 76241D - [c34]Lubomir M. Hadjiiski, Heang-Ping Chan, Jun Wei, Berkman Sahiner, Chuan Zhou, Mark A. Helvie:
Digital breast tomosynthesis: feasibility of automated detection of microcalcification clusters on projections views. Computer-Aided Diagnosis 2010: 76241F
2000 – 2009
- 2009
- [c33]Heang-Ping Chan, Jun Wei, Berkman Sahiner, Lubomir M. Hadjiiski, Mark A. Helvie:
Comparison of computerized mass detection in digital breast tomosynthesis (DBT) mammograms and conventional mammograms. Computer-Aided Diagnosis 2009: 72600S - [c32]Jun Wei, Heang-Ping Chan, Chuan Zhou, Yi-Ta Wu, Berkman Sahiner, Lubomir M. Hadjiiski, Mark A. Helvie:
Comparison of breast parenchymal pattern on prior mammograms of breast cancer patients and normal subjects. Computer-Aided Diagnosis 2009: 72602H - 2008
- [c31]Heang-Ping Chan, Jun Wei, Yiheng Zhang, Berkman Sahiner, Lubomir M. Hadjiiski, Mark A. Helvie:
Detection of Masses in Digital Breast Tomosynthesis Mammography: Effects of the Number of Projection Views and Dose. Digital Mammography / IWDM 2008: 279-285 - [c30]Lubomir M. Hadjiiski, Peter Filev, Heang-Ping Chan, Jun Ge, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux:
Computerized Detection and Classification of Malignant and Benign Microcalcifications on Full Field Digital Mammograms. Digital Mammography / IWDM 2008: 336-342 - [c29]Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Chintana Paramagul, Alexis V. Nees, Mark A. Helvie, Jiazheng Shi:
Concordance of computer-extracted image features with BI-RADS descriptors for mammographic mass margin. Computer-Aided Diagnosis 2008: 69151N - [c28]Jiazheng Shi, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Lubomir M. Hadjiiski, Mark A. Helvie, Yi-Ta Wu, Jun Ge, Yiheng Zhang, Chuan Zhou, Jun Wei:
Breast mass segmentation on dynamic contrast-enhanced magnetic resonance scans using the level set method. Computer-Aided Diagnosis 2008: 69152A - [c27]Heang-Ping Chan, Yi-Ta Wu, Berkman Sahiner, Yiheng Zhang, Jun Wei, Richard H. Moore, Daniel B. Kopans, Mark A. Helvie, Lubomir M. Hadjiiski, Ted Way:
Digital tomosynthesis mammography: comparison of mass classification using 3D slices and 2D projection views. Computer-Aided Diagnosis 2008: 691506 - [c26]Jun Ge, Heang-Ping Chan, Berkman Sahiner, Chuan Zhou, Mark A. Helvie, Jun Wei, Lubomir M. Hadjiiski, Yiheng Zhang, Yi-Ta Wu, Jiazheng Shi:
Automated detection of breast vascular calcification on full-field digital mammograms. Computer-Aided Diagnosis 2008: 691517 - [c25]Yi-Ta Wu, Berkman Sahiner, Heang-Ping Chan, Jun Wei, Lubomir M. Hadjiiski, Mark A. Helvie, Yiheng Zhang, Jiazheng Shi, Chuan Zhou, Jun Ge, Jing Cui:
Comparison of mammographic parenchymal patterns of normal subjects and breast cancer patients. Computer-Aided Diagnosis 2008: 691520 - 2007
- [c24]Jun Wei, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Marilyn A. Roubidoux, Mark A. Helvie, Jun Ge, Chuan Zhou, Yi-Ta Wu:
Computer-aided detection of breast masses on prior mammograms. Computer-Aided Diagnosis 2007: 651405 - [c23]Heang-Ping Chan, Jun Wei, Yiheng Zhang, Richard H. Moore, Daniel B. Kopans, Lubomir M. Hadjiiski, Berkman Sahiner, Marilyn A. Roubidoux, Mark A. Helvie:
Computer-aided detection of masses in digital tomosynthesis mammography: combination of 3D and 2D detection information. Computer-Aided Diagnosis 2007: 651416 - 2006
- [c22]Jun Ge, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Chuan Zhou, Jun Wei, Yiheng Zhang:
Computer-aided detection of clustered microcalcifications on full-field digital mammograms: a two-view information fusion scheme for FP reduction. Image Processing 2006: 61445R - [c21]Lubomir M. Hadjiiski, Douglas Drouillard, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux, Chuan Zhou:
Characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis: comparison of classifiers. Image Processing 2006: 61445Q - [c20]Jun Wei, Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Chuan Zhou, Jun Ge, Yiheng Zhang:
Two-view information fusion for improvement of computer-aided detection (CAD) of breast masses on mammograms. Image Processing 2006: 614424 - 2005
- [c19]Jun Wei, Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Nicholas Petrick, Jun Ge, Chuan Zhou:
Computer-aided detection of breast masses on mammograms: performance improvement using a dual system. Image Processing 2005 - [c18]Jun Ge, Jun Wei, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Mark A. Helvie, Chuan Zhou:
Computer-aided detection of microcalcification clusters on full-field digital mammograms: multiscale pyramid enhancement and false positive reduction using an artificial neural network. Image Processing 2005 - 2004
- [c17]Jun Wei, Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie, Chuan Zhou, Zhanyu Ge:
Computer-aided detection of breast masses on full-field digital mammograms: false positive reduction using gradient field analysis. Image Processing 2004 - [c16]Lubomir M. Hadjiiski, Mark A. Helvie, Berkman Sahiner, Heang-Ping Chan, Marilyn A. Roubidoux, Alexis V. Nees, Nicholas Petrick, Caroline E. Blane, Chintana Paramagul, Janet E. Bailey, Stephanie Patterson, Katherine Klein, Dorit D. Adler, Michelle Foster, Joseph Shen:
ROC study of the effects of computer-aided interval change analysis on radiologists' characterization of breast masses in two-view serial mammograms. Image Processing 2004 - [c15]Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Marilyn A. Roubidoux, Chintana Paramagul, Mark A. Helvie, Chuan Zhou:
Multimodality CAD: combination of computerized classification techniques based on mammograms and 3D ultrasound volumes for improved accuracy in breast mass characterization. Image Processing 2004 - 2003
- [c14]Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux, Caroline E. Blane, Chintana Paramagul, Nicholas Petrick, Janet E. Bailey, Katherine Klein, Michelle Foster, Stephanie Patterson, Dorit D. Adler, Alexis V. Nees, Joseph Shen:
ROC study: effects of computer-aided diagnosis on radiologists' characterization of malignant and benign breast masses in temporal pairs of mammograms. Image Processing 2003 - [c13]Berkman Sahiner, Aditya Ramachandran, Heang-Ping Chan, Marilyn A. Roubidoux, Lubomir M. Hadjiiski, Mark A. Helvie, Nicholas Petrick, Chuan Zhou:
Three-dimensional active contour model for characterization of solid breast masses on three-dimensional ultrasound images. Image Processing 2003 - 2002
- [c12]Metin Nafi Gürcan, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Nicholas Petrick, Mark A. Helvie:
Optimal neural network architecture selection: effects on computer-aided detection of mammographic microcalcifications. Image Processing 2002 - [c11]Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Nicholas Petrick, Mark A. Helvie, Marilyn A. Roubidoux, Metin Nafi Gürcan:
Computer-aided characterization of malignant and benign microcalcification clusters based on the analysis of temporal change of mammographic features. Image Processing 2002 - [c10]Berkman Sahiner, Metin Nafi Gürcan, Heang-Ping Chan, Lubomir M. Hadjiiski, Nicholas Petrick, Mark A. Helvie:
Use of joint two-view information for computerized lesion detection on mammograms: improvement of microcalcification detection accuracy. Image Processing 2002 - 2001
- [j3]Berkman Sahiner, Nicholas Petrick, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Metin N. Gurcan:
Computer-Aided Characterization of Mammographic Masses: Accuracy of Mass Segmentation and Its Effect on Characterization. IEEE Trans. Medical Imaging 20(12): 1275-1284 (2001) - [c9]Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie, Metin Nafi Gürcan:
Analysis of temporal change of mammographic features for computer-aided characterization of malignant and benign masses. Image Processing 2001 - [c8]Berkman Sahiner, Nicholas Petrick, Heang-Ping Chan, Sophie Paquerault, Mark A. Helvie, Lubomir M. Hadjiiski:
Recognition of lesion correspondence on two mammographic views: a new method of false-positive reduction for computerized mass detection. Image Processing 2001 - 2000
- [c7]Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Nicholas Petrick, Mark A. Helvie, Sophie Paquerault, Chuan Zhou:
Interval change analysis in temporal pairs of mammograms using a local affine transformation. Image Processing 2000 - [c6]Nicholas Petrick, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Sophie Paquerault:
Evaluation of an automated computer-aided diagnosis system for the detection of masses on prior mammograms. Image Processing 2000 - [c5]Chuan Zhou, Heang-Ping Chan, Nicholas Petrick, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux, Lubomir M. Hadjiiski, Mitchell M. Goodsitt:
Computerized image analysis: estimation of breast density on mammograms. Image Processing 2000
1990 – 1999
- 1999
- [j2]Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie:
Classification of Malignant and Benign Masses Based on Hybrid ART2LDA Approach. IEEE Trans. Medical Imaging 18(12): 1178-1187 (1999) - [c4]Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie:
Hybrid unsupervised-supervised approach for computerized classification of malignant and benign masses on mammograms. Image Processing 1999 - 1998
- [c3]S. Sanjay-Gopal, Heang-Ping Chan, Nicholas Petrick, Todd E. Wilson, Berkman Sahiner, Mark A. Helvie, Mitchell M. Goodsitt:
Regional mammogram registration technique for automated analysis of interval changes of breast lesions. Image Processing 1998 - 1996
- [j1]Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Datong Wei, Mark A. Helvie, Dorit D. Adler, Mitchell M. Goodsitt:
Classification of mass and normal breast tissue: a convolution neural network classifier with spatial domain and texture images. IEEE Trans. Medical Imaging 15(5): 598-610 (1996) - [c2]Heang-Ping Chan, Berkman Sahiner, Nicholas Petrick, Kwok Leung Lam, Mark A. Helvie:
Effects of pixel size on classification of microcalcifications on digitized mammograms. Image Processing 1996 - [c1]Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie, Dorit D. Adler, Mitchell M. Goodsitt:
Classification of masses on mammograms using rubber-band straightening transform and feature analysis. Image Processing 1996
Coauthor Index
aka: Ravi K. Samala
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