Jathurshan Pradeepkumar

According to our database, Jathurshan Pradeepkumar authored at least 19 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

EpiGraph: Building Generalists for Evidence-Intensive Epilepsy Reasoning in the Wild.

Yuyang Dai, Zheng Chen, Jathurshan Pradeepkumar, Yasuko Matsubara, Jimeng Sun, Yasushi Sakurai, Yushun Dong

CoRR, May, 2026

Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts.

Gabriel Jason Lee, Jathurshan Pradeepkumar, Jimeng Sun

CoRR, April, 2026

How Well Do Multimodal Models Reason on ECG Signals?

Maxwell A. Xu, Harish Haresamudram, Catherine W. Liu, Patrick Langer, Jathurshan Pradeepkumar, Wanting Mao, Sunita J. Ferns, Aradhana Verma, Jimeng Sun, Paul Schmiedmayer, Xin Liu, Daniel McDuff, Emily B. Fox, James M. Rehg

CoRR, March, 2026

ODEBrain: Continuous-Time EEG Graph for Modeling Dynamic Brain Networks.

Haohui Jia, Zheng Chen, Lingwei Zhu, Rikuto Kotoge, Jathurshan Pradeepkumar, Yasuko Matsubara, Jimeng Sun, Yasushi Sakurai, Takashi Matsubara

CoRR, February, 2026

Making Conformal Predictors Robust in Healthcare Settings: a Case Study on EEG Classification.

Arjun Chatterjee, Sayeed Sajjad Razin, John Wu, Siddhartha Laghuvarapu, Jathurshan Pradeepkumar, Jimeng Sun

CoRR, February, 2026

Neural Signals Generate Clinical Notes in the Wild.

Jathurshan Pradeepkumar, Zheng Chen, Jimeng Sun

CoRR, January, 2026

PyHealth 2.0: A Comprehensive Open-Source Toolkit for Accessible and Reproducible Clinical Deep Learning.

John Wu, Yongda Fan, Zhenbang Wu, Paul Landes, Eric Schrock, Sayeed Sajjad Razin, Arjun Chatterjee, Naveen Baskaran, Joshua Steier, Andrea Fitzpatrick, Bilal Arif, Rian Atri, Jathurshan Pradeepkumar, Siddhartha Laghuvarapu, Junyi Gao, Adam R. Cross, Jimeng Sun

CoRR, January, 2026

2025

Prostate-VarBench: A Benchmark with Interpretable TabNet Framework for Prostate Cancer Variant Classification.

Abraham Francisco Arellano Tavara, Umesh Kumar, Jathurshan Pradeepkumar, Jimeng Sun

CoRR, November, 2025

TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials.

Zifeng Wang, Qiao Jin, Jiacheng Lin, Junyi Gao, Jathurshan Pradeepkumar, Pengcheng Jiang, Benjamin P. Danek, Zhiyong Lu, Jimeng Sun

CoRR, May, 2025

Single-Channel EEG Tokenization Through Time-Frequency Modeling.

Jathurshan Pradeepkumar, Xihao Piao, Zheng Chen, Jimeng Sun

CoRR, February, 2025

2024

CTO Dataset: A Clinical Trial Outcome Benchmark.

Chufan Gao, Jathurshan Pradeepkumar, Trisha Das, Shivashankar Thati, Jimeng Sun

Dataset, June, 2024

CTO Dataset: A Clinical Trial Outcome Benchmark.

Chufan Gao, Jathurshan Pradeepkumar, Trisha Das, Shivashankar Thati, Jimeng Sun

Dataset, June, 2024

CTO Dataset: A Clinical Trial Outcome Benchmark.

Chufan Gao, Jathurshan Pradeepkumar, Trisha Das, Shivashankar Thati, Jimeng Sun

Dataset, June, 2024

Automatically Labeling $200B Life-Saving Datasets: A Large Clinical Trial Outcome Benchmark.

Chufan Gao, Jathurshan Pradeepkumar, Trisha Das, Shivashankar Thati, Jimeng Sun

CoRR, 2024

2023

Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology.

Nirhoshan Sivaroopan, Chamuditha Jayanga, Chalani Ekanayake, Hasindri Watawana, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage

CoRR, 2023

A Knowledge Distillation Framework for Enhancing Ear-EEG Based Sleep Staging with Scalp-EEG Data.

Mithunjha Anandakumar, Jathurshan Pradeepkumar, Simon Lind Kappel, Chamira U. S. Edussooriya, Anjula C. De Silva

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

2022

Towards Interpretable Sleep Stage Classification Using Cross-Modal Transformers.

Jathurshan Pradeepkumar, Mithunjha Anandakumar, Vinith Kugathasan, Dhinesh Suntharalingham, Simon Lind Kappel, Anjula C. De Silva, Chamira U. S. Edussooriya

CoRR, 2022

Towards Accurate Cross-Domain in-Bed Human Pose Estimation.

Mohamed Afham, Udith Haputhanthri, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ashwin De Silva, Chamira U. S. Edussooriya

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Decoding of Hand Gestures from Electrocorticography with LSTM Based Deep Neural Network.

Jathurshan Pradeepkumar, Mithunjha Anandakumar, Vinith Kugathasan, Thilina Dulantha Lalitharatne, Anjula C. De Silva, Simon Lind Kappel

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021