Basis scaling and double pruning for efficient inference in network-based transfer learning. - Wong, Ken C. L.; Kashyap, Satyananda; Moradi, Mehdi (Pattern Recognit. Lett., 2024)

Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound. - Chen, Yiming; D'Souza, Niharika Shimona; Mandepally, Akshith; Henninger, Patrick; Kashyap, Satyananda; Karani, Neerav; Dey, Neel; Zachary, Marcos; Rizq, Raed; Chouinard, Paul; Golland, Polina; Syeda-Mahmood, Tanveer F. (2024)

Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound. - Chen, Yiming; D'Souza, Niharika Shimona; Mandepally, Akshith; Henninger, Patrick; Kashyap, Satyananda; Karani, Neerav; Dey, Neel; Zachary, Marcos; Rizq, Raed; Chouinard, Paul; Golland, Polina; Syeda-Mahmood, Tanveer F. (CoRR, 2024)

Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations. - Kashyap, Satyananda; D'Souza, Niharika Shimona; Shi, Luyao; Wong, Ken C. L.; Wang, Hongzhi; Syeda-Mahmood, Tanveer F. (CoRR, 2024)

Federated benchmarking of medical artificial intelligence with MedPerf. - Karargyris, Alexandros; Umeton, Renato; Sheller, Micah J.; Aristizabal, Alejandro; George, Johnu; Wuest, Anna; Pati, Sarthak; Kassem, Hasan; Zenk, Maximilian; Baid, Ujjwal; Moorthy, Prakash Narayana; Chowdhury, Alexander; et al. (Nat. Mac. Intell., 2023)

Discussion and recommendations from the 2023 "Gaze Meets ML" workshop breakout session. - Karargyris, Alexandros; Ahmed, Shuaib; Belen, Ryan Anthony J. de; Banerjee, Bonny; Ibrayev, Timur; Kashyap, Satyananda; Krupinski, Elizabeth A.; Kuang, Chenyi; Madu, Paul; Madu, Amarachi; Makowski, Silvia; Mathew, Athul; et al. (2023)

Feature Selection for Malapposition Detection in Intravascular Ultrasound - A Comparative Study. - Kashyap, Satyananda; Karani, Neerav; Shang, Alexander; D'Souza, Niharika Shimona; Dey, Neel; Jain, Lay; Wang, Ray; Akakin, Hatice; Li, Qian; Li, Wenguang; Carlson, Corydon; Golland, Polina; et al. (2023)

Gaze Meets Machine Learning Workshop, 16 December 2023, New Orleans, Louisiana, USA. (PMLR, 2023)

Towards Automatic Prediction of Outcome in Treatment of Cerebral Aneurysms. - Jadhav, Ashutosh; Kashyap, Satyananda; Bulu, Hakan; Dholakia, Ronak; Syeda-Mahmood, Tanveer F.; Rangwala, Hussain; Moradi, Mehdi (2022)

Preface. - Lourentzou, Ismini; Wu, Joy T.; Kashyap, Satyananda; Karargyris, Alexandros; Celi, Leo Anthony; Kawas, Ban; Talathi, Sachin S. (2022)

A new deep neural segmentation network for cerebral aneurysms in 2D digital subtraction angiography. - Kashyap, Satyananda; Bulu, Hakan; Jadhav, Ashutosh; Dholakia, Ronak; Liu, Amon Y.; Rangwala, Hussain; Patterson, William R.; Moradi, Mehdi (2022)

Proceedings of The 1st Gaze Meets ML workshop, in conjunction with the Annual Conference on Neural Information Processing Systems, 03 December 2022, New Orleans, USA (PMLR, 2022)

Towards Automatic Prediction of Outcome in Treatment of Cerebral Aneurysms. - Jadhav, Ashutosh; Kashyap, Satyananda; Bulu, Hakan; Dholakia, Ronak; Liu, Amon Y.; Syeda-Mahmood, Tanveer F.; Patterson, William R.; Rangwala, Hussain; Moradi, Mehdi (CoRR, 2022)

Channel Scaling: A Scale-And-Select Approach For Transfer Learning. - Wong, Ken C. L.; Kashyap, Satyananda; Moradi, Mehdi (2021)

Self-training with improved regularization for sample-efficient chest x-ray classification. - Rajan, Deepta; Thiagarajan, Jayaraman J.; Karargyris, Alexandros; Kashyap, Satyananda (2021)

Chest ImaGenome Dataset for Clinical Reasoning. - Wu, Joy T.; Agu, Nkechinyere; Lourentzou, Ismini; Sharma, Arjun; Paguio, Joseph Alexander; Yao, Jasper Seth; Dee, Edward C.; Mitchell, William; Kashyap, Satyananda; Giovannini, Andrea; Celi, Leo Anthony; Moradi, Mehdi (2021)

Channel Scaling: A Scale-and-Select Approach for Transfer Learning. - Wong, Ken C. L.; Kashyap, Satyananda; Moradi, Mehdi (CoRR, 2021)

Chest ImaGenome Dataset for Clinical Reasoning. - Wu, Joy T.; Agu, Nkechinyere N.; Lourentzou, Ismini; Sharma, Arjun; Paguio, Joseph A.; Yao, Jasper S.; Dee, Edward C.; Mitchell, William; Kashyap, Satyananda; Giovannini, Andrea; Celi, Leo A.; Moradi, Mehdi (CoRR, 2021)

Basis Scaling and Double Pruning for Efficient Transfer Learning. - Wong, Ken C. L.; Kashyap, Satyananda; Moradi, Mehdi (CoRR, 2021)

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation. - Karargyris, Alexandros; Umeton, Renato; Sheller, Micah J.; Aristizabal, Alejandro; George, Johnu; Bala, Srini; Beutel, Daniel J.; Bittorf, Victor; Chaudhari, Akshay; Chowdhury, Alexander; Coleman, Cody; Desinghu, Bala; et al. (CoRR, 2021)

Towards Visual Dialog for Radiology. - Kovaleva, Olga; Shivade, Chaitanya; Kashyap, Satyananda; Kanjaria, Karina; Wu, Joy T.; Ballah, Deddeh; Coy, Adam; Karargyris, Alexandros; Guo, Yufan; Beymer, David James; Rumshisky, Anna; Mukherjee, Vandana V. (2020)

Looking in the Right Place for Anomalies: Explainable Ai Through Automatic Location Learning. - Kashyap, Satyananda; Karargyris, Alexandros; Wu, Joy T.; Gur, Yaniv; Sharma, Arjun; Wong, Ken C. L.; Moradi, Mehdi; Syeda-Mahmood, Tanveer F. (2020)

Chest X-Ray Report Generation Through Fine-Grained Label Learning. - Syeda-Mahmood, Tanveer F.; Wong, Ken C. L.; Gur, Yaniv; Wu, Joy T.; Jadhav, Ashutosh; Kashyap, Satyananda; Karargyris, Alexandros; Pillai, Anup; Sharma, Arjun; Syed, Ali Bin; Boyko, Orest B.; Moradi, Mehdi (2020)

Learning Invariant Feature Representation to Improve Generalization Across Chest X-Ray Datasets. - Ghimire, Sandesh; Kashyap, Satyananda; Wu, Joy T.; Karargyris, Alexandros; Moradi, Mehdi (2020)

Self-Training with Improved Regularization for Few-Shot Chest X-Ray Classification. - Rajan, Deepta; Thiagarajan, Jayaraman J.; Karargyris, Alexandros; Kashyap, Satyananda (CoRR, 2020)

Chest X-ray Report Generation through Fine-Grained Label Learning. - Syeda-Mahmood, Tanveer F.; Wong, Ken C. L.; Gur, Yaniv; Wu, Joy T.; Jadhav, Ashutosh; Kashyap, Satyananda; Karargyris, Alexandros; Pillai, Anup; Sharma, Arjun; Syed, Ali Bin; Boyko, Orest B.; Moradi, Mehdi (CoRR, 2020)

Looking in the Right place for Anomalies: Explainable AI through Automatic Location Learning. - Kashyap, Satyananda; Karargyris, Alexandros; Wu, Joy T.; Gur, Yaniv; Sharma, Arjun; Wong, Ken C. L.; Moradi, Mehdi; Syeda-Mahmood, Tanveer F. (CoRR, 2020)

Learning Invariant Feature Representation to Improve Generalization across Chest X-ray Datasets. - Ghimire, Sandesh; Kashyap, Satyananda; Wu, Joy T.; Karargyris, Alexandros; Moradi, Mehdi (CoRR, 2020)

Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development. - Karargyris, Alexandros; Kashyap, Satyananda; Lourentzou, Ismini; Wu, Joy T.; Sharma, Arjun; Tong, Matthew; Abedin, Shafiq; Beymer, David; Mukherjee, Vandana V.; Krupinski, Elizabeth A.; Moradi, Mehdi (CoRR, 2020)

Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation. - Thiagarajan, Jayaraman J.; Kashyap, Satyananda; Karargyris, Alexandros (2019)

Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-Rays. - Syeda-Mahmood, Tanveer F.; Ahmad, Hassan M.; Ansari, Nadeem; Gur, Yaniv; Kashyap, Satyananda; Karargyris, Alexandros; Moradi, Mehdi; Pillai, Anup; Seshadhri, K.; Wang, Weiting; Wong, Ken C. L.; Wu, Joy T. (2019)

Age prediction using a large chest x-ray dataset. - Karargyris, Alexandros; Kashyap, Satyananda; Wu, Joy T.; Sharma, Arjun; Moradi, Mehdi; Syeda-Mahmood, Tanveer Fathima (2019)

Artificial intelligence for point of care radiograph quality assessment. - Kashyap, Satyananda; Moradi, Mehdi; Karargyris, Alexandros; Wu, Joy T.; Morris, Michael; Saboury, Babak; Siegel, Eliot L.; Syeda-Mahmood, Tanveer F. (2019)

Visual Dialog for Radiology: Data Curation and FirstSteps. - Kovaleva, Olga; Shivade, Chaitanya; Kashyap, Satyananda; Kanjaria, Karina; Coy, Adam; Ballah, Deddeh; Guo, Yufan; Wu, Joy T.; Karargyris, Alexandros; Beymer, David; Rumshisky, Anna; Mukherjee, Vandana V. (2019)

Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative. - Kashyap, Satyananda; Zhang, Honghai; Rao, Karan; Sonka, Milan (CoRR, 2019)

Automated Segmentation of Knee MRI Using Hierarchical Classifiers and Just Enough Interaction Based Learning: Data from Osteoarthritis Initiative. - Kashyap, Satyananda; Oguz, Ipek; Zhang, Honghai; Sonka, Milan (CoRR, 2019)

Just-Enough Interaction Approach to Knee MRI Segmentation: Data from the Osteoarthritis Initiative. - Kashyap, Satyananda; Zhang, Honghai; Sonka, Milan (CoRR, 2019)

Age prediction using a large chest X-ray dataset. - Karargyris, Alexandros; Kashyap, Satyananda; Wu, Joy T.; Sharma, Arjun; Moradi, Mehdi; Syeda-Mahmood, Tanveer F. (CoRR, 2019)

Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-rays. - Syeda-Mahmood, Tanveer F.; Ahmad, Hassan M.; Ansari, Nadeem; Gur, Yaniv; Kashyap, Satyananda; Karargyris, Alexandros; Moradi, Mehdi; Pillai, Anup; Sheshadri, Karthik; Wang, Weiting; Wong, Ken C. L.; Wu, Joy T. (CoRR, 2019)

Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation. - Thiagarajan, Jayaraman J.; Kashyap, Satyananda; Karargyris, Alexandros (CoRR, 2019)

Learning-Based Cost Functions for 3-D and 4-D Multi-Surface Multi-Object Segmentation of Knee MRI: Data From the Osteoarthritis Initiative. - Kashyap, Satyananda; Zhang, Honghai; Rao, Karan; Sonka, Milan (IEEE Trans. Medical Imaging, 2018)

Machine learning in a graph framework for subcortical segmentation. - Guo, Zhihui; Kashyap, Satyananda; Sonka, Milan; Oguz, Ipek (2017)

Statistical shape analysis of automatically segmented femur bones: Data from the osteoarthritis initiative. - Kashyap, Satyananda; Oguz, Ipek; Sonka, Milan (2016)

Automated Segmentation of Knee MRI Using Hierarchical Classifiers and Just Enough Interaction Based Learning: Data from Osteoarthritis Initiative. - Kashyap, Satyananda; Oguz, Ipek; Zhang, Honghai; Sonka, Milan (2016)

Globally Optimal Label Fusion with Shape Priors. - Oguz, Ipek; Kashyap, Satyananda; Wang, Hongzhi; Yushkevich, Paul A.; Sonka, Milan (2016)

Automated analysis of cartilage morphology. - Kashyap, Satyananda; Yin, Yin; Sonka, Milan (2013)

A fast & accurate non-iterative algorithm for regularized non-Cartesian MRI. - Kashyap, Satyananda; Jacob, Mathews (2010)