Delbrouck, Jean-Benoit

Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Veen, D. V., Uden, C. V., Blankemeier, L., Delbrouck, J.-B., Aali, A., Bluethgen, C., Pareek, A., Polacin, M., Reis, E. P., Seehofnerova, A., et al. (2023) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 892

Adapted large language models can outperform medical experts in clinical text summarization

Van Veen, D., Van Uden, C., Blankemeier, L., Delbrouck, J.-B., Aali, A., Bluethgen, C., Pareek, A., Polacin, M., Reis, E. P., Seehofnerová, A., et al. (2024) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 891

A vision–language foundation model for the generation of realistic chest X-ray images

Bluethgen, C., Chambon, P., Delbrouck, J.-B., van der Sluijs, R., Połacin, M., Zambrano Chaves, J. M., Abraham, T. M., Purohit, S., Langlotz, C. P., & Chaudhari, A. S. (2024) · Nature Biomedical Engineering

Generative Adversarial Networks and Image SynthesisArtificial Intelligence in Healthcare and Education

Cited by 108

Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards

Delbrouck, J.-B., Chambon, P., Bluethgen, C., Tsai, E., Almusa, O., & Langlotz, C. P. (2022) · arXiv

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 63

GREEN: Generative Radiology Report Evaluation and Error Notation

Ostmeier, S., Xu, J., Chen, Z., Varma, M., Blankemeier, L., Bluethgen, C., Md, A. E. M., Moseley, M., Langlotz, C., Chaudhari, A. S., et al. (2024) · Findings of the Association for Computational Linguistics: EMNLP 2024

Artificial Intelligence in Healthcare and EducationBiomedical Text Mining and Ontologies

Cited by 59

RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models

Van Veen, D., Van Uden, C., Attias, M., Pareek, A., Bluethgen, C., Polacin, M., Chiu, W., Delbrouck, J.-B., Zambrano Chaves, J., Langlotz, C., et al. (2023) · The 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks

Biomedical Text Mining and OntologiesTopic Modeling

Cited by 25

CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats

Chambon, P., Delbrouck, J.-B., Sounack, T., Huang, S.-C., Chen, Z., Varma, M., Truong, S. Q., Chuong, C. T., & Langlotz, C. P. (2024) · arXiv

Artificial Intelligence in Healthcare and EducationMultimodal Machine Learning Applications

Cited by 8

RaLEs: a Benchmark for Radiology Language Evaluations

Chaves, J. Z., Bhaskhar, N., Attias, M., Delbrouck, J.-B., Rubin, D., Loening, A., Langlotz, C., & Chaudhari, A. (2023) · Advances in Neural Information Processing Systems 36

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 0