Jathurshan Pradeepkumar

16 papers B 1Misc 1Journal 13Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	How Well Do Multimodal Models Reason on ECG Signals? CoRR 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
2026	J	`jnl`	Making Conformal Predictors Robust in Healthcare Settings: a Case Study on EEG Classification. CoRR Arjun Chatterjee, Sayeed Sajjad Razin, John Wu, Siddhartha Laghuvarapu, Jathurshan Pradeepkumar, Jimeng Sun
2026	J	`jnl`	Neural Signals Generate Clinical Notes in the Wild. CoRR Jathurshan Pradeepkumar, Zheng Chen, Jimeng Sun
2026	J	`jnl`	ODEBrain: Continuous-Time EEG Graph for Modeling Dynamic Brain Networks. CoRR Haohui Jia, Zheng Chen, Lingwei Zhu, Rikuto Kotoge, Jathurshan Pradeepkumar, Yasuko Matsubara, Jimeng Sun, Yasushi Sakurai, Takashi Matsubara
2026	J	`jnl`	PyHealth 2.0: A Comprehensive Open-Source Toolkit for Accessible and Reproducible Clinical Deep Learning. CoRR 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
2025	J	`jnl`	Prostate-VarBench: A Benchmark with Interpretable TabNet Framework for Prostate Cancer Variant Classification. CoRR Abraham Francisco Arellano Tavara, Umesh Kumar, Jathurshan Pradeepkumar, Jimeng Sun
2025	J	`jnl`	Single-Channel EEG Tokenization Through Time-Frequency Modeling. CoRR Jathurshan Pradeepkumar, Xihao Piao, Zheng Chen, Jimeng Sun
2025	J	`jnl`	TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials. CoRR Zifeng Wang, Qiao Jin, Jiacheng Lin, Junyi Gao, Jathurshan Pradeepkumar, Pengcheng Jiang, Benjamin P. Danek, Zhiyong Lu, Jimeng Sun
2024	J	`jnl`	Automatically Labeling $200B Life-Saving Datasets: A Large Clinical Trial Outcome Benchmark. CoRR Chufan Gao, Jathurshan Pradeepkumar, Trisha Das, Shivashankar Thati, Jimeng Sun
2023	B	`conf`	A Knowledge Distillation Framework for Enhancing Ear-EEG Based Sleep Staging with Scalp-EEG Data. SMC Mithunjha Anandakumar, Jathurshan Pradeepkumar, Simon Lind Kappel, Chamira U. S. Edussooriya, Anjula C. De Silva
2023	J	`jnl`	Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology. CoRR Nirhoshan Sivaroopan, Chamuditha Jayanga, Chalani Ekanayake, Hasindri Watawana, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage
2022	J	`jnl`	A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data. CoRR Mithunjha Anandakumar, Jathurshan Pradeepkumar, Simon Lind Kappel, Chamira U. S. Edussooriya, Anjula C. De Silva
2022	Misc	`conf`	Towards Accurate Cross-Domain in-Bed Human Pose Estimation. ICASSP Mohamed Afham, Udith Haputhanthri, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ashwin De Silva, Chamira U. S. Edussooriya
2022	J	`jnl`	Towards Interpretable Sleep Stage Classification Using Cross-Modal Transformers. CoRR Jathurshan Pradeepkumar, Mithunjha Anandakumar, Vinith Kugathasan, Dhinesh Suntharalingham, Simon Lind Kappel, Anjula C. De Silva, Chamira U. S. Edussooriya
2021	—	`conf`	Decoding of Hand Gestures from Electrocorticography with LSTM Based Deep Neural Network. EMBC Jathurshan Pradeepkumar, Mithunjha Anandakumar, Vinith Kugathasan, Thilina Dulantha Lalitharatne, Anjula C. De Silva, Simon Lind Kappel
2021	J	`jnl`	Towards Accurate Cross-Domain In-Bed Human Pose Estimation. CoRR Mohamed Afham, Udith Haputhanthri, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ashwin De Silva, Chamira U. S. Edussooriya