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clinical practice

7 papers

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time-to-event modeling (1) censored event (1) clinical documentation (1) medical note generation (1) large language model (1) time-to-event analysis (1) evidence ranking (1) doctor-patient interaction (1) healthcare ml (1) clinicians trust (1)

Papers

Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations EACL 2026 EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries NeurIPS 2024 User-Driven Research of Medical Note Generation Software NAACL 2022 Hidden Risks of Machine Learning Applied to Healthcare: Unintended Feedback Loops Between Models and Future Data Causing Model Degradation MLHC 2020 What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use MLHC 2019 Adversarial Time-to-Event Modeling ICML 2018 Stagewise Safe Bayesian Optimization with Gaussian Processes ICML 2018