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 (EMBC, 2021)

Towards Accurate Cross-Domain in-Bed Human Pose Estimation. - Mohamed Afham; Udith Haputhanthri; Jathurshan Pradeepkumar; Mithunjha Anandakumar; Ashwin De Silva; Chamira U. S. Edussooriya (ICASSP, 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)

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 (SMC, 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)

Automatically Labeling $200B Life-Saving Datasets: A Large Clinical Trial Outcome Benchmark. - Chufan Gao; Jathurshan Pradeepkumar; Trisha Das; Shivashankar Thati; Jimeng Sun 001 (CoRR, 2024)

CTO Dataset: A Clinical Trial Outcome Benchmark. - Chufan Gao; Jathurshan Pradeepkumar; Trisha Das; Shivashankar Thati; Jimeng Sun 001 (Zenodo, 2024)

CTO Dataset: A Clinical Trial Outcome Benchmark. - Chufan Gao; Jathurshan Pradeepkumar; Trisha Das; Shivashankar Thati; Jimeng Sun 001 (Zenodo, 2024)

CTO Dataset: A Clinical Trial Outcome Benchmark. - Chufan Gao; Jathurshan Pradeepkumar; Trisha Das; Shivashankar Thati; Jimeng Sun 001 (Zenodo, 2024)

Single-Channel EEG Tokenization Through Time-Frequency Modeling. - Jathurshan Pradeepkumar; Xihao Piao; Zheng Chen 012; Jimeng Sun 001 (CoRR, 2025)

TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials. - Zifeng Wang 008; Qiao Jin 001; Jiacheng Lin; Junyi Gao; Jathurshan Pradeepkumar; Pengcheng Jiang; Benjamin P. Danek; Zhiyong Lu; Jimeng Sun 001 (CoRR, 2025)