Tag: machine learning healthcare
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Self-Supervised Learning for 12-Lead ECG Analysis
Discover ECG-JEPA, a self-supervised model using joint-embedding to improve 12-lead ECG representation and cardiac diagnosis accuracy.
Dual-View Mammogram Synthesis Using Diffusion Models
Generate accurate dual-view mammograms with denoising diffusion probabilistic models for improved breast cancer screening and dataset augmentation.
Reinforcement Learning for Effective Infectious Disease Control
Discover how reinforcement learning optimizes epidemic response by improving resource allocation and intervention strategies in infectious disease control.
CDMT-EHR: Continuous-Time Diffusion for Synthetic EHR Data
Discover CDMT-EHR, a continuous-time diffusion model generating realistic mixed-type time-series synthetic electronic health records efficiently.