Pierre J. Chambon

15 papers Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Improving Performance, Robustness, and Fairness of Radiographic AI Models with Finely-Controllable Synthetic Data.
CoRR
Stefania L. Moroianu, Christian Bluethgen, Pierre J. Chambon, Mehdi Cherti, Jean-Benoit Delbrouck, Magdalini Paschali, Brandon Price, Judy Gichoya, Jenia Jitsev, Curtis P. Langlotz, Akshay S. Chaudhari
2025 J jnl
Improving the Performance of Radiology Report De-identification with Large-Scale Training and Benchmarking Against Cloud Vendor Methods.
CoRR
Eva Prakash, Maayane Attias, Pierre J. Chambon, Justin Xu, Steven Q. H. Truong, Jean-Benoit Delbrouck, Tessa Sundaram Cook, Curtis Langlotz
2025 J jnl
MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders.
CoRR
Maya Varma, Ashwin Kumar, Rogier van der Sluijs, Sophie Ostmeier, Louis Blankemeier, Pierre J. Chambon, Christian Bluethgen, Jip Prince, Curtis P. Langlotz, Akshay Chaudhari
2024 J jnl
CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats.
CoRR
Pierre J. Chambon, Jean-Benoit Delbrouck, Thomas Sounack, Shih-Cheng Huang, Zhihong Chen, Maya Varma, Steven Q. H. Truong, Chu The Chuong, Curtis P. Langlotz
2024 — conf
RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports.
ACL (Findings)
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
2023 J jnl
Automated deidentification of radiology reports combining transformer and "hide in plain sight" rule-based methods.
J. Am. Medical Informatics Assoc.
Pierre J. Chambon, Christopher Wu, Jackson M. Steinkamp, Jason Adleberg, Tessa Sundaram Cook, Curtis P. Langlotz
2023 J jnl
Improved Fine-Tuning of In-Domain Transformer Model for Inferring COVID-19 Presence in Multi-Institutional Radiology Reports.
J. Digit. Imaging
Pierre J. Chambon, Tessa Sundaram Cook, Curtis P. Langlotz
2023 — conf
Overview of the RadSum23 Shared Task on Multi-modal and Multi-anatomical Radiology Report Summarization.
BioNLP@ACL
Jean-Benoit Delbrouck, Maya Varma, Pierre J. Chambon, Curtis P. Langlotz
2022 J jnl
Adapting Pretrained Vision-Language Foundational Models to Medical Imaging Domains.
CoRR
Pierre J. Chambon, Christian Bluethgen, Curtis P. Langlotz, Akshay Chaudhari
2022 — conf
Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards.
EMNLP (Findings)
Jean-Benoit Delbrouck, Pierre J. Chambon, Christian Bluethgen, Emily Bao Tsai, Omar Almusa, Curtis P. Langlotz
2022 J jnl
Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards.
CoRR
Jean-Benoit Delbrouck, Pierre J. Chambon, Christian Bluethgen, Emily Bao Tsai, Omar Almusa, Curtis P. Langlotz
2022 J jnl
RoentGen: Vision-Language Foundation Model for Chest X-ray Generation.
CoRR
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
2022 — conf
ViLMedic: a framework for research at the intersection of vision and language in medical AI.
ACL (demo)
Jean-Benoit Delbrouck, Khaled Saab, Maya Varma, Sabri Eyuboglu, Pierre J. Chambon, Jared Dunnmon, Juan Zambrano, Akshay Chaudhari, Curtis P. Langlotz
2021 — conf
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports.
NeurIPS Datasets and Benchmarks
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
2021 J jnl
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports.
CoRR
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