KB
Kenza Bouzid
cs.CLcs.CVcs.AIcs.HCAdenocarcinomaBarrett Esophaguscs.LGDeep Learningeess.IVEsophageal Neoplasms
On Valency
published · living versionsW_e3f7vbsb·v1 · currentpublished
Attribution-based diagnostics for single-cell foundation models
with Farnoush Rezaei Jafari, Tristan Lazard, Shruthi Bannur, Jeremiah Wander +4
1 version
Preprints & journals
14 papers in the corpus · 2023–2026Sparse concept attribution for histomorphological hypothesis generation from whole-slide classifiers2609.02985v1 · Tristan Lazard, Kenza Bouzid, Julius Hense et al.2026 · 0 citationsarXiv
Automated Chest X-ray Report Generation Remains Unsolved.41758145 · Zhang, Xiaoman, Acosta, Julian Nicolas, Yang, Xiaoli et al.2026 · 2 citationsPacific Symposium on Biocomputing. Pacific Symposium on Biocomputing. 2026;31:236-250
NOVA: An Agentic Framework for Automated Histopathology Analysis and Discovery2511.11324v1 · Anurag J. Vaidya, Felix Meissen, Daniel C. Castro et al.2025 · 0 citationsarXiv
Insights into a radiology-specialised multimodal large language model with sparse autoencoders2507.12950v2 · Kenza Bouzid, Shruthi Bannur, Felix Meissen et al.2025 · 0 citationsarXiv
MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models2411.11362v1 · Harshita Sharma, Valentina Salvatelli, Shaury Srivastav et al.2024 · 1 citationarXiv
PadChest-GR: A Bilingual Chest X-ray Dataset for Grounded Radiology Report Generation2411.05085v2 · Daniel C. Castro, Aurelia Bustos, Shruthi Bannur et al.2024 · 28 citationsarXiv
MAIRA-2: Grounded Radiology Report Generation2406.04449v2 · Shruthi Bannur, Kenza Bouzid, Daniel C. Castro et al.2024 · 19 citationsarXiv
Challenges for Responsible AI Design and Workflow Integration in Healthcare: A Case Study of Automatic Feeding Tube Qualification in Radiology2405.05299v1 · Anja Thieme, Abhijith Rajamohan, Benjamin Cooper et al.2024 · 10 citationsarXiv
Enabling large-scale screening of Barrett's esophagus using weakly supervised deep learning in histopathology.38467600 · Bouzid, Kenza, Sharma, Harshita, Killcoyne, Sarah et al.2024 · 30 citationsNature communications. 2024;15(1):2026
Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology2402.14252v1 · Nur Yildirim, Hannah Richardson, Maria T. Wetscherek et al.2024 · 82 citationsarXiv
Exploring scalable medical image encoders beyond text supervision2401.10815v3 · Fernando P'erez-Garc'ia, Harshita Sharma, Sam Bond-Taylor et al.2024 · 88 citationsNature Machine Intelligence (2025)
MAIRA-1: A specialised large multimodal model for radiology report generation2311.13668v3 · Stephanie L. Hyland, Shruthi Bannur, Kenza Bouzid et al.2023 · 16 citationsarXiv
Exploring the Boundaries of GPT-4 in Radiology2310.14573v1 · Qianchu Liu, Stephanie Hyland, Shruthi Bannur et al.2023 · 25 citationsarXiv
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing2301.04558v2 · Shruthi Bannur, Stephanie Hyland, Qianchu Liu et al.2023 · 224 citationsarXiv
Career total: 19 works. 14 are in this corpus.
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