Jean-Benoit Delbrouck
- Adapted large language models can outperform medical experts in clinical text summarization
2023/09/14 by Dave Van Veen, Cara Van Uden, Louis Blankemeier +19 · 2 voices · 56 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Machine Learning in Healthcare
- A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
2024/01/22 by Zhihong Chen, Chen, Zhihong, Maya Varma +37 · 38 citations
Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
- CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats
2024/05/29 by Pierre Chambon, Chambon, Pierre, Jean-Benoit Delbrouck +15 · 28 citations
Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
- Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards
2022/10/21 by Jean-Benoit Delbrouck, Delbrouck, Jean-Benoit, Pierre Chambon +9 · 9 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models
2023/05/02 by Dave Van Veen, Van Veen, Dave, Cara Van Uden +21 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
2024/11/06 by Maya Varma, Varma, Maya, Jean-Benoit Delbrouck +7 · 4 citations
Computer Science · Medicine · #Multimodal Machine Learning Applications #Topic Modeling #COVID-19 diagnosis using AI
- Automated Structured Radiology Report Generation
2025/05/30 by Jean-Benoit Delbrouck, Justin Xu, Delbrouck, Jean-Benoit +22 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Symbal: Detecting Systematic Misalignments in Model-Generated Captions
2026/07/16 by Maya Varma, Jean-Benoit Delbrouck, Sophie Ostmeier +2
#cs.CV #cs.AI