Emma Chen

3 papers · 2021–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

CVPR (1) MLHC (1) NeurIPS (1)

Top co-authors

Pranav Rajpurkar (3) Andrew Y. Ng (1) David E Kim (1) Julie Chen (1) Sung Eun Kim (1) Alice Heiman (1) Aman Kansal (1) Xiaoman Zhang (1) Andy Kim (1) Jin Long (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Core AI (2) Learning Types (2) Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Natural Language Processing (1) Applications (1) Clinical (1) Domain-Specific (1) Generation (1) Models (1) Optimization & Theory (1)

Keywords

clinical prediction (2) chest x-ray (2) code generation (1) deep learning model (1) foundation model (1) vision-language model (1) radiology report (1) healthcare data (1) radiology report generation (1) medical vision-language model (1) report generation (1) failure mode analysis (1) emergency medicine (1) measurement hallucination (1) clinical reliability (1) medical imaging (1) misclassification detection (1) multimodal learning (1)

Papers

FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models CVPR 2025 Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine NeurIPS 2023 CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays MLHC 2021