Pierre J. Chambon

According to our database, Pierre J. Chambon authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Pierre J. Chambon, Jean-Benoit Delbrouck, Thomas Sounack, Shih-Cheng Huang, Zhihong Chen, Maya Varma, Steven QH Truong, Chu The Chuong, Curtis P. Langlotz

CoRR, 2024

RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports.

Jean-Benoit Delbrouck, Pierre J. Chambon, Zhihong Chen, Maya Varma, Andrew Johnston, Louis Blankemeier, Dave Van Veen, Tan Bui, Steven Quoc Hung Truong, Curtis P. Langlotz

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Improved Fine-Tuning of In-Domain Transformer Model for Inferring COVID-19 Presence in Multi-Institutional Radiology Reports.

Pierre J. Chambon, Tessa Sundaram Cook, Curtis P. Langlotz

J. Digit. Imaging, February, 2023

Automated deidentification of radiology reports combining transformer and "hide in plain sight" rule-based methods.

Pierre J. Chambon, Christopher Wu, Jackson M. Steinkamp, Jason Adleberg, Tessa Sundaram Cook, Curtis P. Langlotz

J. Am. Medical Informatics Assoc., January, 2023

Overview of the RadSum23 Shared Task on Multi-modal and Multi-anatomical Radiology Report Summarization.

Jean-Benoit Delbrouck, Maya Varma, Pierre J. Chambon, Curtis P. Langlotz

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022

RoentGen: Vision-Language Foundation Model for Chest X-ray Generation.

Pierre J. Chambon, Christian Bluethgen, Jean-Benoit Delbrouck, Rogier van der Sluijs, Malgorzata Polacin, Juan Manuel Zambrano Chaves, Tanishq Mathew Abraham, Shivanshu Purohit, Curtis P. Langlotz, Akshay Chaudhari

CoRR, 2022

Adapting Pretrained Vision-Language Foundational Models to Medical Imaging Domains.

Pierre J. Chambon, Christian Bluethgen, Curtis P. Langlotz, Akshay Chaudhari

CoRR, 2022

Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards.

Jean-Benoit Delbrouck, Pierre J. Chambon, Christian Bluethgen, Emily Bao Tsai, Omar Almusa, Curtis P. Langlotz

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

ViLMedic: a framework for research at the intersection of vision and language in medical AI.

Jean-Benoit Delbrouck, Khaled Saab, Maya Varma, Sabri Eyuboglu, Pierre J. Chambon, Jared Dunnmon, Juan Zambrano, Akshay Chaudhari, Curtis P. Langlotz

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021

RadGraph: Extracting Clinical Entities and Relations from Radiology Reports.

Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven Q. H. Truong, Du Nguyen Duong, Tan Bui, Pierre J. Chambon, Yuhao Zhang, Matthew P. Lungren, Andrew Y. Ng, Curtis P. Langlotz, Pranav Rajpurkar

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021