Discrepancy-Aware Contrastive Adaptation in Medical Time Series Analysis

Yifan Wang, Hongfeng Ai, Ruiqi Li +5

In medical time series disease diagnosis, two key challenges are identified. First, the high annotation cost of medical data leads to overfitting in models trained on label-limited…