Emma Chen
3 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
CVPR (1)
MLHC (1)
NIPS (1)
Top co-authors
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 datum
(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
NIPS 2023
CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays
MLHC 2021