conftrace_

healthcare datum

10 papers

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Co-occurring keywords

missing datum (111) time series classification (97) synthetic data generation (590) clinical prediction (30) self-supervised learning (3777) amortized variational inference (12) disease diagnosis (33) black box variational inference (10) invariant risk minimization (30) sparse datum (41)

Papers

ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data IJCAI 2025
Robust Learning via Conditional Prevalence Adjustment WACV 2024
Large Language Models Encode the Practice of Medicine NAACL 2024
Self-Supervised Framework Based on Subject-Wise Clustering for Human Subject Time Series Data AAAI 2024
Time Series as Images: Vision Transformer for Irregularly Sampled Time Series NIPS 2023
Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine NIPS 2023
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings NIPS 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