Tejas Sudharshan Mathai

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 41

Top Topics

Automated Classification

Class Imbalance

Lesion Detection

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Comput. Medical Imaging Graph.

Int. J. Comput. Assist. Radiol. Surg.

Publications

Benjamin Hou, Tejas Sudharshan Mathai, Jianfei Liu, Christopher Parnell, Ronald M. Summers
Enhanced Muscle and Fat Segmentation for CT-Based Body Composition Analysis: A Comparative Study. CoRR (2024)
Tejas Sudharshan Mathai, Thomas C. Shen, Daniel C. Elton, Sungwon Lee, Zhiyong Lu, Ronald M. Summers
Detection of abdominopelvic lymph nodes in multi-parametric MRI. Comput. Medical Imaging Graph. 114 (2024)
David C. Oluigboa, Bikash Santra, Tejas Sudharshan Mathai, Pritam Mukherjee, Jianfei Liu, Abhishek Jha, Mayank Patel, Karel Pacak, Ronald M. Summers
Weakly Supervised Detection of Pheochromocytomas and Paragangliomas in CT. CoRR (2024)
Tao Sheng, Tejas Sudharshan Mathai, Alexander Shieh, Ronald M. Summers
Weakly-Supervised Detection of Bone Lesions in CT. CoRR (2024)
Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Daniel C. Elton, Zhiyong Lu, Ronald M. Summers
Universal detection and segmentation of lymph nodes in multi-parametric MRI. Int. J. Comput. Assist. Radiol. Surg. 19 (1) (2024)
Qingqing Zhu, Xiuying Chen, Qiao Jin, Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Xin Gao, Ronald M. Summers, Zhiyong Lu
Leveraging Professional Radiologists' Expertise to Enhance LLMs' Evaluation for Radiology Reports. CoRR (2024)
Andrew M. Nguyen, Jianfei Liu, Tejas Sudharshan Mathai, Peter C. Grayson, Ronald M. Summers
Automated Plaque Detection and Agatston Score Estimation on Non-Contrast CT Scans: A Multicenter Study. CoRR (2024)
Yan Zhuang, Tejas Sudharshan Mathai, Pritam Mukherjee, Brandon Khoury, Boah Kim, Benjamin Hou, Nusrat Rabbee, Ronald M. Summers
MRISegmentator-Abdomen: A Fully Automated Multi-Organ and Structure Segmentation Tool for T1-weighted Abdominal MRI. CoRR (2024)
Qingqing Zhu, Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Qiao Jin, Xiuying Chen, Zhizheng Wang, Ruida Cheng, Ronald M. Summers, Zhiyong Lu
Decomposing Vision-based LLM Predictions for Auto-Evaluation with GPT-4. CoRR (2024)
Boah Kim, Tejas Sudharshan Mathai, Kimberly Helm, Ronald M. Summers
Automated classification of multi-parametric body MRI series. CoRR (2024)
Tejas Sudharshan Mathai, Bohan Liu, Ronald M. Summers
Segmentation of Mediastinal Lymph Nodes in CT with Anatomical Priors. CoRR (2024)
David Oluigbo, Tejas Sudharshan Mathai, Bikash Santra, Pritam Mukherjee, Jianfei Liu, Abhishek Jha, Mayank Patel, Karel Pacak, Ronald M. Summers
Weakly supervised detection of pheochromocytomas and paragangliomas in CT using noisy data. Comput. Medical Imaging Graph. 116 (2024)
Yan Zhuang, Tejas Sudharshan Mathai, Pritam Mukherjee, Ronald M. Summers
Segmentation of pelvic structures in T2 MRI via MR-to-CT synthesis. Comput. Medical Imaging Graph. 112 (2024)
Kimberly Helm, Tejas Sudharshan Mathai, Boah Kim, Pritam Mukherjee, Jianfei Liu, Ronald M. Summers
Automated Classification of Body MRI Sequence Type Using Convolutional Neural Networks. CoRR (2024)
Yan Zhuang, Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Boah Kim, Ronald M. Summers
Semantic Image Synthesis for Abdominal CT. CoRR (2023)
Yan Zhuang, Benjamin Hou, Tejas Sudharshan Mathai, Pritam Mukherjee, Boah Kim, Ronald M. Summers
Semantic Image Synthesis for Abdominal CT. DGM4MICCAI (2023)
Qingqing Zhu, Tejas Sudharshan Mathai, Pritam Mukherjee, Yifan Peng, Ronald M. Summers, Zhiyong Lu
Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports. CoRR (2023)
Jared Frazier, Tejas Sudharshan Mathai, Jianfei Liu, Angshuman Paul, Ronald M. Summers
3D universal lesion detection and tagging in CT with self-training. Medical Imaging: Computer-Aided Diagnosis (2023)
Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers
Universal lymph node detection in T2 MRI using neural networks. Int. J. Comput. Assist. Radiol. Surg. 18 (2) (2023)
Qingqing Zhu, Tejas Sudharshan Mathai, Pritam Mukherjee, Yifan Peng, Ronald M. Summers, Zhiyong Lu
Utilizing Longitudinal Chest X-Rays and Reports to Pre-fill Radiology Reports. MICCAI (5) (2023)
Alexander Shieh, Tejas Sudharshan Mathai, Jianfei Liu, Angshuman Paul, Ronald M. Summers
Correcting class imbalances with self-training for improved universal lesion detection and tagging. Medical Imaging: Computer-Aided Diagnosis (2023)
Andrew M. Nguyen, Tejas Sudharshan Mathai, Liangchen Liu, Jianfei Liu, Ronald M. Summers
Automated Measurement of Pericoronary Adipose Tissue Attenuation and Volume in CT Angiography. CoRR (2023)
Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers
Universal lymph node detection in multiparametric MRI with selective augmentation. Medical Imaging: Computer-Aided Diagnosis (2023)
Varun Naga, Tejas Sudharshan Mathai, Angshuman Paul, Ronald M. Summers
Universal Lesion Detection and Classification Using Limited Data and Weakly-Supervised Self-training. MILLanD@MICCAI (2022)
Tarun Mattikalli, Tejas Sudharshan Mathai, Ronald M. Summers
Universal lesion detection in CT scans using neural network ensembles. Medical Imaging: Computer-Aided Diagnosis (2022)
Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers
Universal Lymph Node Detection in T2 MRI using Neural Networks. CoRR (2022)
Peter D. Erickson, Tejas Sudharshan Mathai, Ronald M. Summers
Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CT. MILLanD@MICCAI (2022)
Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers
Lymph node detection in T2 MRI with transformers. Medical Imaging: Computer-Aided Diagnosis (2022)
Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers
Detection of Lymph Nodes in T2 MRI Using Neural Network Ensembles. MLMI@MICCAI (2021)
Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers
Lymph Node Detection in T2 MRI with Transformers. CoRR (2021)
Tarun Mattikalli, Tejas Sudharshan Mathai, Ronald M. Summers
Universal Lesion Detection in CT Scans using NeuralNetwork Ensembles. CoRR (2021)
Tejas Sudharshan Mathai, Yi Wang, Nathan M. Cross
Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI. BrainLes@MICCAI (1) (2020)
Edward Chen, Tejas Sudharshan Mathai, Vinit Sarode, Howie Choset, John M. Galeotti
A Study of Domain Generalization on Ultrasound-based Multi-Class Segmentation of Arteries, Veins, Ligaments, and Nerves Using Transfer Learning. CoRR (2020)
Tejas Sudharshan Mathai, Yi Wang, Nathan M. Cross
Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI. CoRR (2020)
Tejas Sudharshan Mathai, Vijay Gorantla, John M. Galeotti
Segmentation of Vessels in Ultra High Frequency Ultrasound Sequences Using Contextual Memory. MICCAI (2) (2019)
Jiahong Ouyang, Tejas Sudharshan Mathai, Kira L. Lathrop, John M. Galeotti
Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images. CoRR (2019)
Tejas Sudharshan Mathai, Kira L. Lathrop, John M. Galeotti
Learning To Segment Corneal Tissue Interfaces In Oct Images. ISBI (2019)
Tejas Sudharshan Mathai, Lingbo Jin, Vijay Gorantla, John M. Galeotti
Fast Vessel Segmentation and Tracking in Ultra High-Frequency Ultrasound Images. MICCAI (4) (2018)
Tejas Sudharshan Mathai, John M. Galeotti, Kira L. Lathrop
Visualizing the palisades of Vogt: Limbal registration by surface segmentation. ISBI (2018)
Tejas Sudharshan Mathai, Kira L. Lathrop, John M. Galeotti
Learning to Segment Corneal Tissue Interfaces in OCT Images. CoRR (2018)
Tejas Sudharshan Mathai, Lingbo Jin, Vijay Gorantla, John M. Galeotti
Fast Vessel Segmentation and Tracking in Ultra High-Frequency Ultrasound Images. CoRR (2018)
Tejas Sudharshan Mathai, John M. Galeotti, Samantha Horvath, George D. Stetten
Graphics Processor Unit (GPU) Accelerated Shallow Transparent Layer Detection in Optical Coherence Tomographic (OCT) Images for Real-Time Corneal Surgical Guidance. AE-CAI (2014)