In-context: August 18, 2025

Here’s a quick wrap of the three papers we found interesting over the last few weeks with some take home points.

• 00:30 - An Electrocardiogram Foundation Model Built on over 10 Million Recordings
• 07:10 - Zero-shot Large Language Models for Long Clinical Text Summarization with Temporal Reasoning
• 14:15 - Diagnostic Codes in AI prediction models and Label Leakage of Same-admission Clinical Outcomes
• 16:50 - Evaluating reasoning LLMs’ potential to perpetuate racial and gender disease stereotypes in healthcare

More details in the show notes on our website.

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