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Jathurshan Pradeepkumar
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Towards interpretable sleep stage classification using cross-modal transformers
J Pradeepkumar, M Anandakumar, V Kugathasan, D Suntharalingham, ...
arXiv preprint arXiv:2208.06991, 2022
202022
Towards accurate cross-domain in-bed human pose estimation
M Afham, U Haputhanthri, J Pradeepkumar, M Anandakumar, A De Silva, ...
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
102022
Decoding of hand gestures from electrocorticography with LSTM based deep neural network
J Pradeepkumar, M Anandakumar, V Kugathasan, TD Lalitharatne, ...
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
52021
A Knowledge Distillation Framework for Enhancing Ear-EEG Based Sleep Staging with Scalp-EEG Data
M Anandakumar, J Pradeepkumar, SL Kappel, CUS Edussooriya, ...
2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2023
22023
Automatically Labeling $200 B Life-Saving Datasets: A Large Clinical Trial Outcome Benchmark
C Gao, J Pradeepkumar, T Das, S Thati, J Sun
arXiv preprint arXiv:2406.10292, 2024
12024
Automated survivorship care plan generation using large language models.
J Pradeepkumar, D Liebovitz, JD Patel, J Sun
Journal of Clinical Oncology 42 (16_suppl), e13595-e13595, 2024
2024
Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology
D Wadduwage, N Sivaroopan, C Jayanga, C Ekanayake, H Watawana, ...
2023
Quantification of Cells in Native Tissues with Object Detection and Weak Supervision
R Thushara, J Pradeepkumar, JJ Corrigan, BP Engelward, ...
Imaging Systems and Applications, ITu2E. 4, 2023
2023
Physics Augmented U-Net: A High-Frequency Aware Generative Prior for Microscopy
J Pradeepkumar, M Anandakumar, V Kugathasan, A Seeber, ...
bioRxiv, 2021.12. 01.470743, 2021
2021
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