Christian Bluethgen
- 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 · 70 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Machine Learning in Healthcare
- GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes
2023/05/25 by İbrahim Ethem Hamamcı, Sezgin Er, Hamamci, Ibrahim Ethem +24 · 16 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #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, Pierre Chambon, Delbrouck, Jean-Benoit +9 · 11 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, Cara Van Uden, Van Veen, Dave +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
- Best Practices for Large Language Models in Radiology
2024/12/02 by Christian Bluethgen, Dave Van Veen, Bluethgen, Christian +17 · 2 citations
Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning
2025/06/26 by Melanie Rieff, Rieff, Melanie, Maya Varma +21 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
- CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback
2024/10/09 by Zhihong Chen, Hein, Dennis, Sophie Ostmeier +18 · 1 citation
Computer Science · Medicine · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
- Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis
2024/11/27 by Eva Prakash, Jeya Maria Jose Valanarasu, Prakash, Eva +21 · 1 citation
Engineering · Medicine · #Advanced X-ray and CT Imaging #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders
2025/02/20 by Maya Varma, Ashwin S. Kumar, Varma, Maya +17 · 1 citation
Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Sparse Concept Channels in Frozen 3D CT Vision Encoders
2026/07/23 by Farhad Nooralahzadeh, Lea Bogensperger, Christian Bluethgen +1
#cs.CV #cs.AI