most citedGraph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph

8 citations · 8 across the 3 of their papers we have counts for

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cs.CL2025

DistillNote: Toward a Functional Evaluation Framework of LLM-Generated Clinical Note Summaries

Heloisa Oss Boll, Antonio Oss Boll, Leticia Puttlitz Boll +2

Large language models (LLMs) are increasingly used to generate summaries from clinical notes. However, their ability to preserve essential diagnostic information remains underexplo…

cs.CL2025

DeVisE: Behavioral Testing of Medical Large Language Models

Camila Zurdo Tagliabue, Heloisa Oss Boll, Aykut Erdem +2

Large language models (LLMs) are increasingly applied in clinical decision support, yet current evaluations rarely reveal whether their outputs reflect genuine medical reasoning or…