Benoit Marteau

According to our database, Benoit Marteau authored at least 25 papers between 2022 and 2026.

Collaborative distances:

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

2026

Advancing Problem-Based Learning in Biomedical Engineering in the Era of Generative AI.

Micky C. Nnamdi, J. Ben Tamo, Benoit Marteau, Wenqi Shi, May D. Wang

IEEE Trans. Educ., April, 2026

RobustMedSAM: Degradation-Resilient Medical Image Segmentation via Robust Foundation Model Adaptation.

Jieru Li, Matthew Chen, Micky C. Nnamdi, J. Ben Tamo, Benoit Louis Marteau, May D. Wang

CoRR, April, 2026

Tree-of-Evidence: Efficient "System 2" Search for Faithful Multimodal Grounding.

Micky C. Nnamdi, Benoit Louis Marteau, Yishan Zhong, J. Ben Tamo, May D. Wang

CoRR, April, 2026

EvidenceRL: Reinforcing Evidence Consistency for Trustworthy Language Models.

J. Ben Tamo, Yuxing Lu, Benoit Louis Marteau, Micky C. Nnamdi, May D. Wang

CoRR, March, 2026

Benchmarking LLM Summaries of Multimodal Clinical Time Series for Remote Monitoring.

Aditya Shukla, Yining Yuan, J. Ben Tamo, Yifei Wang, Micky C. Nnamdi, Shaun Tan, Jieru Li, Benoit Marteau, Brad Willingham, May D. Wang

CoRR, March, 2026

Monocular Markerless Motion Capture Enables Quantitative Assessment of Upper Extremity Reachable Workspace.

Seth Donahue, J. D. Peiffer, R. Tyler Richardson, Yishan Zhong, Shaun Q. Y. Tan, Benoit Marteau, Stephanie R. Russo, May D. Wang, R. James Cotton, Ross Chafetz

CoRR, February, 2026

2025

EXR: An Interactive Immersive EHR Visualization in Extended Reality.

Benoit Marteau, Shaun Q. Y. Tan, Jieru Li, Andrew Hornback, Yishan Zhong, Shaunna Wang, Christian Lowson, Jason Woloff, Joshua M. Pahys, Steven W. Hwang, Coleman Hilton, May D. Wang

CoRR, December, 2025

An AI Implementation Science Study to Improve Trustworthy Data in a Large Healthcare System.

Benoit Louis Marteau, Andrew Hornback, Shaun Q. Y. Tan, Christian Lowson, Jason Woloff, May D. Wang

CoRR, December, 2025

MENDR: Manifold Explainable Neural Data Representations.

Matthew Chen, Micky C. Nnamdi, Justin Shao, Andrew Hornback, Hongyun Huang, J. Ben Tamo, Yishan Zhong, Benoit Marteau, Wenqi Shi, May Dongmei Wang

CoRR, August, 2025

Synthetic H&E Generation from Highly Multiplixed Immunofluorescence Imaging using Deep-Learning.

Oankar R. Patil, Benoit Louis Marteau, Felipe O. Giuste, May D. Wang

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Augmenting Spline Interpolated Dementia EEG Data with Deep Learning for Improved Multi-Centric Data Harmonization.

Matthew Chen, Benoit Marteau, Micky C. Nnamdi, J. Ben Tamo, May D. Wang

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Anatomically-constrained Near-eye Gaze Tracking and Movement Classification using Transformer.

Yishan Zhong, Jingyan Xu, Benoit Marteau, Shaun Q. Y. Tan, May D. Wang

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

A Hybrid Deep Learning Framework for Automated Cobb Angle Estimation in Scoliosis Assessment.

Shaun Qien Yeau Tan, Shaunna Wang, Chia-Pei Wang, Alexandru C. Florea, Isabella W. Wang, Degel S. Agoreyo, Joline J. Speck, Micky C. Nnamdi, J. Ben Tamo, Benoit Louis Marteau, Yishan Zhong, Selina Poon, May Dongmei Wang

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

Data-Driven Symbolic Higher-Order Epistasis Discovery with Kolmogorov-Arnold Networks.

Oankar R. Patil, Benoit Louis Marteau, Kamran Shazand, Yuxuan Shen, May Dongmei Wang

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

2024

Interpretable Survival Risk Prediction for High-Grade Glioma Patients via Radiomic Features from Peritumoral Region.

Rohan Dhamdhere, Satvika Bharadwaj, Arpit Aggarwal, Pushkar Mutha, Wenqi Shi, Benoit Marteau, Anant Madabhushi, May D. Wang

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Confidence-Calibrated Clinical Decision Support System for Reliable Respiratory Disease Screening.

Micky C. Nnamdi, J. Ben Tamo, Wenqi Shi, Vivek K. Chundru, Benoit Marteau, Oankar R. Patil, May D. Wang

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2024

Improving A Large Healthcare System Research Data Warehouse Using OHDSI's Data Quality Dashboard.

Benoit Louis Marteau, Andrew Hornback, Yishan Zhong, Christian Lowson, Jason Woloff, Benjamin M. Smith, Coleman Hilton, May D. Wang

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2024

2023

Explainable synthetic image generation to improve risk assessment of rare pediatric heart transplant rejection.

Felipe O. Giuste, Ryan Sequeira, Vikranth Keerthipati, Peter Lais, Ali Mirzazadeh, Arshawn Mohseni, Yuanda Zhu, Wenqi Shi, Benoit Marteau, Yishan Zhong, Li Tong, Bibhuti Das, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang

J. Biomed. Informatics, March, 2023

Personalized COVID-19 Early Detection Using Wearable Data Based on Self-Reported Records.

Cheng Ding, Jayden Myers, David Lin, Wenqi Shi, May D. Wang, Zewei Lei, Benoit Marteau

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Rare Heart Transplant Rejection Classification Using Diffusion-Based Synthetic Image Augmentation.

Han Bao, Jie Deng, Shihao Xing, Yishan Zhong, Wenqi Shi, Benoit Marteau, Bibhuti Das, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

Choice Over Effort: Mapping and Diagnosing Augmented Whole Slide Image Datasets with Training Dynamics.

Wenqi Shi, Benoit Louis Marteau, Felipe O. Giuste, May Dongmei Wang

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

Model Confidence Calibration for Reliable COVID-19 Early Screening via Audio Signal Analysis.

Micky C. Nnamdi, Junior Ben Tamo, Sara Stackpole, Wenqi Shi, Benoit Marteau, May Dongmei Wang

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022

Accelerating Multi-site Health Informatics with Streamlined Data Infrastructure using OMOP-on-FHIR.

Benoit Marteau, Yuanda Zhu, Felipe O. Giuste, Wenqi Shi, Ashley M. Carpenter, Coleman Hilton, May D. Wang

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Development of Machine Learning Regression Model for COVID-19 Drug Target Prediction.

Alexandra Zamitalo, Qingtong Xie, Mayar Allam, Phinu Philip, Wenqi Shi, Felipe O. Giuste, Benoit Marteau, Mio Murakoso, May D. Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Identification of covid-19 severity and associated genetic biomarkers based on scrna-SEQ data.

Aekansh Goel, Zachary Mudge, Sarah Bi, Charles Brenner, Nicholas Huffman, Felipe O. Giuste, Benoit Marteau, Wenqi Shi, May D. Wang

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022