Tejas Sudharshan Mathai

75 papers Journal 48Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CT-Bench: A Benchmark for Multimodal Lesion Understanding in Computed Tomography. CoRR Qingqing Zhu, Qiao Jin, Tejas Sudharshan Mathai, Yin Fang, Zhizheng Wang, Yifan Yang, Maame Sarfo-Gyamfi, Benjamin Hou, Ran Gu, Praveen Thoppey Srinivasan Balamuralikrishna, Kenneth C. Wang, Ronald M. Summers, Zhiyong Lu
2026	—	`ed.`	Learning with Longitudinal Medical Images and Data - First International Workshop, LMID 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings LMID@MICCAI Benjamin Hou, Tejas Sudharshan Mathai
2025	J	`jnl`	3D Universal Lesion Detection and Tagging in CT with Self-Training. CoRR Jared Frazier, Tejas Sudharshan Mathai, Jianfei Liu, Angshuman Paul, Ronald M. Summers
2025	J	`jnl`	A Study of Anatomical Priors for Deep Learning-Based Segmentation of Pheochromocytoma in Abdominal CT. CoRR Tanjin Taher Toma, Tejas Sudharshan Mathai, Bikash Santra, Pritam Mukherjee, Jianfei Liu, Wesley Jong, Darwish Alabyad, Vivek Batheja, Abhishek Jha, Mayank Patel, Darko Pucar, Jayadira del Rivero, Karel Pacak, Ronald M. Summers
2025	—	`conf`	Benchmarking MRISegmenter++ for Splenomegaly: A Comprehensive Comparative Study. AMAI@MICCAI Jianfei Liu, Langston Locke, Pritam Mukherjee, Tejas Sudharshan Mathai, Yan Zhuang, Brandon Khoury, Lauren Eckhardt, Christina T. Kozycki, Ronald M. Summers
2025	J	`jnl`	Benchmarking Multi-Organ Segmentation Tools for Multi-Parametric T1-weighted Abdominal MRI. CoRR Nicole Tran, Anisa Prasad, Yan Zhuang, Tejas Sudharshan Mathai, Boah Kim, Sydney Lewis, Pritam Mukherjee, Jianfei Liu, Ronald M. Summers
2025	J	`jnl`	Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CT. CoRR Peter D. Erickson, Tejas Sudharshan Mathai, Ronald M. Summers
2025	J	`jnl`	Classification of Multi-Parametric Body MRI Series Using Deep Learning. CoRR Boah Kim, Tejas Sudharshan Mathai, Kimberly Helm, Peter A. Pinto, Ronald M. Summers
2025	J	`jnl`	Correcting Class Imbalances with Self-Training for Improved Universal Lesion Detection and Tagging. CoRR Alexander Shieh, Tejas Sudharshan Mathai, Jianfei Liu, Angshuman Paul, Ronald M. Summers
2025	J	`jnl`	Efficient 2D CT Foundation Model for Contrast Phase Classification. CoRR Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Xinya Wang, Ronald M. Summers, Zhiyong Lu
2025	J	`jnl`	How well do multimodal LLMs interpret CT scans? An auto-evaluation framework for analyses. J. Biomed. Informatics Qingqing Zhu, Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Qiao Jin, Xiuying Chen, Zhizheng Wang, Ruida Cheng, Ronald M. Summers, Zhiyong Lu
2025	J	`jnl`	Improved muscle and fat segmentation for body composition measures on quantitative CT. Int. J. Comput. Assist. Radiol. Surg. Jianfei Liu, Praveen Thoppey Srinivasan Balamuralikrishna, Sovira Tan, Pritam Mukherjee, Tejas Sudharshan Mathai, Perry J. Pickhardt, Ronald M. Summers
2025	J	`jnl`	Leveraging Anatomical Priors for Automated Pancreas Segmentation on Abdominal CT. CoRR Anisa Prasad, Tejas Sudharshan Mathai, Pritam Mukherjee, Jianfei Liu, Ronald M. Summers
2025	—	`conf`	Leveraging Multiphase CT for Quality Enhancement of Portal Venous CT: Utility for Pancreas Segmentation. ISBI Xinya Wang, Tejas Sudharshan Mathai, Boah Kim, Ronald M. Summers
2025	J	`jnl`	Leveraging Multiphase CT for Quality Enhancement of Portal Venous CT: Utility for Pancreas Segmentation. CoRR Xinya Wang, Tejas Sudharshan Mathai, Boah Kim, Ronald M. Summers
2025	J	`jnl`	Longitudinal Assessment of Lung Lesion Burden in CT. CoRR Tejas Sudharshan Mathai, Benjamin Hou, Ronald M. Summers
2025	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops - LDTM 2024, MMMI/ML4MHD 2024, ML-CDS 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6-10, 2024, Proceedings LDTM/MMMI/ML4MHD/ML-CDS@MICCAI Anna Schroder, Xiang Li, Tanveer F. Syeda-Mahmood, Neil P. Oxtoby, Alexandra L. Young, Alessa Hering, Tejas Sudharshan Mathai, Pritam Mukherjee, Sven Kuckertz, Tiantian He, Isaac Llorente-Saguer, Andreas Maier, Satyananda Kashyap, Hayit Greenspan, Anant Madabhushi
2025	J	`jnl`	OTMorph: Unsupervised Multi-Domain Abdominal Medical Image Registration Using Neural Optimal Transport. IEEE Trans. Medical Imaging Boah Kim, Yan Zhuang, Tejas Sudharshan Mathai, Ronald M. Summers
2025	—	`conf`	Synthesis of Abdominal Contrast-Enhanced CT Using Diffusion-Based Spatial Transform Control. MLMI@MICCAI Xinya Wang, Tejas Sudharshan Mathai, Praveen Thoppey Srinivasan Balamuralikrishna, Vivek Batheja, Ronald M. Summers
2025	J	`jnl`	Text Embedded Swin-UMamba for DeepLesion Segmentation. CoRR Ruida Cheng, Tejas Sudharshan Mathai, Pritam Mukherjee, Benjamin Hou, Qingqing Zhu, Zhiyong Lu, Matthew J. McAuliffe, Ronald M. Summers
2025	J	`jnl`	Universal Lymph Node Detection in Multiparametric MRI with Selective Augmentation. CoRR Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers
2025	—	`conf`	Utility of Hepatic Perivascular Adipose Tissue as a CT Biomarker for Staging Liver Fibrosis. ISBI Skylar Chan, Tejas Sudharshan Mathai, Sydney V. Lewis, Anisa V. Prasad, Jianfei Liu, Meghan G. Lubner, Perry J. Pickhardt, Ronald M. Summers
2025	J	`jnl`	Utility of Pancreas Surface Lobularity as a CT Biomarker for Opportunistic Screening of Type 2 Diabetes. CoRR Tejas Sudharshan Mathai, Anisa V. Prasad, Xinya Wang, Praveen Thoppey Srinivasan Balamuralikrishna, Yan Zhuang, Abhinav Suri, Jianfei Liu, Perry J. Pickhardt, Ronald M. Summers
2025	J	`jnl`	Utilizing domain knowledge to improve the classification of intravenous contrast phase of CT scans. Comput. Medical Imaging Graph. Liangchen Liu, Jianfei Liu, Bikash Santra, Christopher Parnell, Pritam Mukherjee, Tejas Sudharshan Mathai, Yingying Zhu, Akshaya Anand, Ronald M. Summers
2024	J	`jnl`	Automated Classification of Body MRI Sequence Type Using Convolutional Neural Networks. CoRR Kimberly Helm, Tejas Sudharshan Mathai, Boah Kim, Pritam Mukherjee, Jianfei Liu, Ronald M. Summers
2024	—	`conf`	Automated Classification of Multi-Parametric Body MRI Series. ISBI Boah Kim, Tejas Sudharshan Mathai, Kimberly Helm, Ronald M. Summers
2024	—	`conf`	Automated Measurement of Pericoronary Adipose Tissue Attenuation and Volume in Ct Angiography. ISBI Andrew M. Nguyen, Tejas Sudharshan Mathai, Liangchen Liu, Jianfei Liu, Ronald M. Summers
2024	J	`jnl`	Automated Plaque Detection and Agatston Score Estimation on Non-Contrast CT Scans: A Multicenter Study. CoRR Andrew M. Nguyen, Jianfei Liu, Tejas Sudharshan Mathai, Peter C. Grayson, Ronald M. Summers
2024	J	`jnl`	Automated classification of multi-parametric body MRI series. CoRR Boah Kim, Tejas Sudharshan Mathai, Kimberly Helm, Ronald M. Summers
2024	J	`jnl`	Classification of Multi-Parametric Body MRI Series Using Deep Learning. IEEE J. Biomed. Health Informatics Boah Kim, Tejas Sudharshan Mathai, Kimberly Helm, Peter A. Pinto, Ronald M. Summers
2024	J	`jnl`	Decomposing Vision-based LLM Predictions for Auto-Evaluation with GPT-4. CoRR Qingqing Zhu, Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Qiao Jin, Xiuying Chen, Zhizheng Wang, Ruida Cheng, Ronald M. Summers, Zhiyong Lu
2024	J	`jnl`	Detection of abdominopelvic lymph nodes in multi-parametric MRI. Comput. Medical Imaging Graph. Tejas Sudharshan Mathai, Thomas C. Shen, Daniel C. Elton, Sungwon Lee, Zhiyong Lu, Ronald M. Summers
2024	J	`jnl`	Enhanced Muscle and Fat Segmentation for CT-Based Body Composition Analysis: A Comparative Study. CoRR Benjamin Hou, Tejas Sudharshan Mathai, Jianfei Liu, Christopher Parnell, Ronald M. Summers
2024	J	`jnl`	Enhanced muscle and fat segmentation for CT-based body composition analysis: a comparative study. Int. J. Comput. Assist. Radiol. Surg. Benjamin Hou, Tejas Sudharshan Mathai, Jianfei Liu, Christopher Parnell, Ronald M. Summers
2024	—	`conf`	Leveraging Professional Radiologists' Expertise to Enhance LLMs' Evaluation for AI-generated Radiology Reports. ICHI Qingqing Zhu, Xiuying Chen, Qiao Jin, Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Xin Gao, Ronald M. Summers, Zhiyong Lu
2024	J	`jnl`	Leveraging Professional Radiologists' Expertise to Enhance LLMs' Evaluation for Radiology Reports. CoRR Qingqing Zhu, Xiuying Chen, Qiao Jin, Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Xin Gao, Ronald M. Summers, Zhiyong Lu
2024	J	`jnl`	MRISegmentator-Abdomen: A Fully Automated Multi-Organ and Structure Segmentation Tool for T1-weighted Abdominal MRI. CoRR Yan Zhuang, Tejas Sudharshan Mathai, Pritam Mukherjee, Brandon Khoury, Boah Kim, Benjamin Hou, Nusrat Rabbee, Ronald M. Summers
2024	J	`jnl`	Segmentation of Mediastinal Lymph Nodes in CT with Anatomical Priors. CoRR Tejas Sudharshan Mathai, Bohan Liu, Ronald M. Summers
2024	J	`jnl`	Segmentation of mediastinal lymph nodes in CT with anatomical priors. Int. J. Comput. Assist. Radiol. Surg. Tejas Sudharshan Mathai, Bohan Liu, Ronald M. Summers
2024	J	`jnl`	Segmentation of pelvic structures in T2 MRI via MR-to-CT synthesis. Comput. Medical Imaging Graph. Yan Zhuang, Tejas Sudharshan Mathai, Pritam Mukherjee, Ronald M. Summers
2024	J	`jnl`	Shadow and Light: Digitally Reconstructed Radiographs for Disease Classification. CoRR Benjamin Hou, Qingqing Zhu, Tejas Sudharshan Mathai, Qiao Jin, Zhiyong Lu, Ronald M. Summers
2024	J	`jnl`	Universal detection and segmentation of lymph nodes in multi-parametric MRI. Int. J. Comput. Assist. Radiol. Surg. Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Daniel C. Elton, Zhiyong Lu, Ronald M. Summers
2024	J	`jnl`	Weakly Supervised Detection of Pheochromocytomas and Paragangliomas in CT. CoRR David C. Oluigboa, Bikash Santra, Tejas Sudharshan Mathai, Pritam Mukherjee, Jianfei Liu, Abhishek Jha, Mayank Patel, Karel Pacak, Ronald M. Summers
2024	J	`jnl`	Weakly supervised detection of pheochromocytomas and paragangliomas in CT using noisy data. Comput. Medical Imaging Graph. David Oluigbo, Tejas Sudharshan Mathai, Bikash Santra, Pritam Mukherjee, Jianfei Liu, Abhishek Jha, Mayank Patel, Karel Pacak, Ronald M. Summers
2024	J	`jnl`	Weakly-Supervised Detection of Bone Lesions in CT. CoRR Tao Sheng, Tejas Sudharshan Mathai, Alexander Shieh, Ronald M. Summers
2023	—	`conf`	3D universal lesion detection and tagging in CT with self-training. Computer-Aided Diagnosis Jared Frazier, Tejas Sudharshan Mathai, Jianfei Liu, Angshuman Paul, Ronald M. Summers
2023	J	`jnl`	Automated Measurement of Pericoronary Adipose Tissue Attenuation and Volume in CT Angiography. CoRR Andrew M. Nguyen, Tejas Sudharshan Mathai, Liangchen Liu, Jianfei Liu, Ronald M. Summers
2023	—	`conf`	Correcting class imbalances with self-training for improved universal lesion detection and tagging. Computer-Aided Diagnosis Alexander Shieh, Tejas Sudharshan Mathai, Jianfei Liu, Angshuman Paul, Ronald M. Summers
2023	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops - MTSAIL 2023, LEAF 2023, AI4Treat 2023, MMMI 2023, REMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, Proceedings MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI Jonghye Woo, Alessa Hering, Wilson Silva, Xiang Li, Huazhu Fu, Xiaofeng Liu, Fangxu Xing, Sanjay Purushotham, Tejas Sudharshan Mathai, Pritam Mukherjee, Max De Grauw, Regina Beets-Tan, Valentina Corbetta, Elmar Kotter, Mauricio Reyes, Christian F. Baumgartner, Quanzheng Li, Richard M. Leahy, Bin Dong, Hao Chen, Yuankai Huo, Jinglei Lv, Xinxing Xu, Xiaomeng Li, Dwarikanath Mahapatra, Li Cheng, Caroline Petitjean, Benoît Presles
2023	—	`conf`	Semantic Image Synthesis for Abdominal CT. DGM4MICCAI Yan Zhuang, Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Boah Kim, Ronald M. Summers
2023	J	`jnl`	Semantic Image Synthesis for Abdominal CT. CoRR Yan Zhuang, Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Boah Kim, Ronald M. Summers
2023	J	`jnl`	Universal lymph node detection in T2 MRI using neural networks. Int. J. Comput. Assist. Radiol. Surg. Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers
2023	—	`conf`	Universal lymph node detection in multiparametric MRI with selective augmentation. Computer-Aided Diagnosis Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers
2023	J	`jnl`	Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports. CoRR Qingqing Zhu, Tejas Sudharshan Mathai, Pritam Mukherjee, Yifan Peng, Ronald M. Summers, Zhiyong Lu
2023	—	`conf`	Utilizing Longitudinal Chest X-Rays and Reports to Pre-fill Radiology Reports. MICCAI (5) Qingqing Zhu, Tejas Sudharshan Mathai, Pritam Mukherjee, Yifan Peng, Ronald M. Summers, Zhiyong Lu
2022	—	`conf`	Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CT. MILLanD@MICCAI Peter D. Erickson, Tejas Sudharshan Mathai, Ronald M. Summers
2022	—	`conf`	Lymph node detection in T2 MRI with transformers. Computer-Aided Diagnosis Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers
2022	—	`conf`	Universal Lesion Detection and Classification Using Limited Data and Weakly-Supervised Self-training. MILLanD@MICCAI Varun Naga, Tejas Sudharshan Mathai, Angshuman Paul, Ronald M. Summers
2022	J	`jnl`	Universal Lymph Node Detection in T2 MRI using Neural Networks. CoRR Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers
2022	—	`conf`	Universal lesion detection in CT scans using neural network ensembles. Computer-Aided Diagnosis Tarun Mattikalli, Tejas Sudharshan Mathai, Ronald M. Summers
2021	—	`conf`	Detection of Lymph Nodes in T2 MRI Using Neural Network Ensembles. MLMI@MICCAI Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers
2021	J	`jnl`	Lymph Node Detection in T2 MRI with Transformers. CoRR Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers
2021	J	`jnl`	Universal Lesion Detection in CT Scans using NeuralNetwork Ensembles. CoRR Tarun Mattikalli, Tejas Sudharshan Mathai, Ronald M. Summers
2020	J	`jnl`	A Study of Domain Generalization on Ultrasound-based Multi-Class Segmentation of Arteries, Veins, Ligaments, and Nerves Using Transfer Learning. CoRR Edward Chen, Tejas Sudharshan Mathai, Vinit Sarode, Howie Choset, John M. Galeotti
2020	—	`conf`	Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI. BrainLes@MICCAI (1) Tejas Sudharshan Mathai, Yi Wang, Nathan M. Cross
2020	J	`jnl`	Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI. CoRR Tejas Sudharshan Mathai, Yi Wang, Nathan M. Cross
2019	J	`jnl`	Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images. CoRR Jiahong Ouyang, Tejas Sudharshan Mathai, Kira L. Lathrop, John M. Galeotti
2019	—	`—`	Analysis of Spatio-Temporally Varying Features in Optical Coherence Tomographic (OCT) and Ultrasound (US) Image Sequences. Tejas Sudharshan Mathai
2019	—	`conf`	Learning To Segment Corneal Tissue Interfaces In Oct Images. ISBI Tejas Sudharshan Mathai, Kira L. Lathrop, John M. Galeotti
2019	—	`conf`	Segmentation of Vessels in Ultra High Frequency Ultrasound Sequences Using Contextual Memory. MICCAI (2) Tejas Sudharshan Mathai, Vijay Gorantla, John M. Galeotti
2018	—	`conf`	Fast Vessel Segmentation and Tracking in Ultra High-Frequency Ultrasound Images. MICCAI (4) Tejas Sudharshan Mathai, Lingbo Jin, Vijay Gorantla, John M. Galeotti
2018	J	`jnl`	Fast Vessel Segmentation and Tracking in Ultra High-Frequency Ultrasound Images. CoRR Tejas Sudharshan Mathai, Lingbo Jin, Vijay Gorantla, John M. Galeotti
2018	J	`jnl`	Learning to Segment Corneal Tissue Interfaces in OCT Images. CoRR Tejas Sudharshan Mathai, Kira L. Lathrop, John M. Galeotti
2018	—	`conf`	Visualizing the palisades of Vogt: Limbal registration by surface segmentation. ISBI Tejas Sudharshan Mathai, John M. Galeotti, Kira L. Lathrop
2014	—	`conf`	Graphics Processor Unit (GPU) Accelerated Shallow Transparent Layer Detection in Optical Coherence Tomographic (OCT) Images for Real-Time Corneal Surgical Guidance. AE-CAI Tejas Sudharshan Mathai, John M. Galeotti, Samantha Horvath, George D. Stetten