conftrace_

healthcare data

10 papers

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Co-occurring keywords · papers mentioning both

missing data (2) time series classification (2) synthetic data generation (2) clinical prediction (2) multimodal learning (2) self-supervised learning (2) amortized variational inference (1) black-box variational inference (1) anticausal learning (1) disease diagnosis (1)

Papers

ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data IJCAI 2025 Large Language Models Encode the Practice of Medicine NAACL 2024 Robust Learning via Conditional Prevalence Adjustment WACV 2024 Self-Supervised Framework Based on Subject-Wise Clustering for Human Subject Time Series Data AAAI 2024 Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine NeurIPS 2023 Time Series as Images: Vision Transformer for Irregularly Sampled Time Series NeurIPS 2023 FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings NeurIPS 2022 EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders MLHC 2021 Metric Learning on Healthcare Data with Incomplete Modalities IJCAI 2019 Black Box Variational Inference AISTATS 2014