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Lead-agnostic Self-supervised Learning for Local and Global Representations of Electrocardiogram.

, , , , and . CHIL, volume 174 of Proceedings of Machine Learning Research, page 338-353. PMLR, (2022)

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Compositional Obverter Communication Learning from Raw Visual Input., , and . ICLR (Poster), OpenReview.net, (2018)RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records., , , , , , , and . IEEE Trans. Vis. Comput. Graph., 25 (1): 299-309 (2019)UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge., , , , , , , , and . CoRR, (2022)EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records., , , , , , , , and . CoRR, (2023)KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations., , , , and . CoRR, (2024)Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting., , , , , and . CHIL, volume 174 of Proceedings of Machine Learning Research, page 311-337. PMLR, (2022)Towards the Practical Utility of Federated Learning in the Medical Domain., , , , , , and . CHIL, volume 209 of Proceedings of Machine Learning Research, page 163-181. PMLR, (2023)Perspective Projection-Based 3d CT Reconstruction from Biplanar X-Rays., , , , and . ICASSP, page 1-5. IEEE, (2023)Revisiting the Importance of Amplifying Bias for Debiasing., , , , , and . AAAI, page 14974-14981. AAAI Press, (2023)Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture., , , and . ML4H@NeurIPS, volume 158 of Proceedings of Machine Learning Research, page 13-25. PMLR, (2021)