SB
Shruthi Bannur
cs.CVcs.CLcs.AIcs.LGeess.IVcs.HCAbstracting and IndexingArtificial IntelligenceBenchmarkingBREATHE Framework
On Valency
published · living versionsW_e3f7vbsb·v1 · currentpublished
Attribution-based diagnostics for single-cell foundation models
with Farnoush Rezaei Jafari, Tristan Lazard, Kenza Bouzid, Jeremiah Wander +4
1 version
Preprints & journals
22 papers in the corpus · 2020–2026Occupational implications of fishing on oral health: A systematic review and meta-analysis.42788702 · Vas, Rhea, Sridharan, Shreya, Santhosh, Varkey Nadakkavukaran et al.2026 · 0 citationsInternational maritime health. 2026
Sparse concept attribution for histomorphological hypothesis generation from whole-slide classifiers2609.02985v1 · Tristan Lazard, Kenza Bouzid, Julius Hense et al.2026 · 0 citationsarXiv
Development and application of the BREATHE framework for systematic content and quality evaluation of tobacco cessation mobile applications in India.41689483 · Santhosh, Varkey Nadakkavukaran, Vas, Rhea, Bannur, Shruthi et al.2026 · 0 citationsNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco. 2026;28(8):1336-1345
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
Development and application of DAISY framework for benchmarking AI generated vs human-written abstracts in dental research.41285065 · Santhosh, Varkey Nadakkavukaran, Vas, Rhea, S, Shreya et al.2026 · 2 citationsInternational journal of medical informatics. 2026;207:106190
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
MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging2410.06542v1 · Noel C. F. Codella, Ying Jin, Shrey Jain et al.2024 · 4 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
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
Compositional Zero-Shot Domain Transfer with Text-to-Text Models2303.13386v1 · Fangyu Liu, Qianchu Liu, Shruthi Bannur et al.2023 · 5 citationsarXiv
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing2301.04558v2 · Shruthi Bannur, Stephanie Hyland, Qianchu Liu et al.2023 · 224 citationsarXiv
Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing2204.09817v4 · Benedikt Boecking, Naoto Usuyama, Shruthi Bannur et al.2022 · 312 citationsComputer Vision - ECCV 2022, LNCS vol 13696, pp 1-21
Active label cleaning for improved dataset quality under resource constraints.35246539 · Bernhardt, Mélanie, Castro, Daniel C, Tanno, Ryutaro et al.2022 · 110 citationsNature communications. 2022;13(1):1161
Hierarchical Analysis of Visual COVID-19 Features from Chest Radiographs2107.06618v1 · Shruthi Bannur, Ozan Oktay, Melanie Bernhardt et al.2021 · 1 citationarXiv
COVID-19: Strategies for Allocation of Test Kits2004.01740v1 · Arpita Biswas, Shruthi Bannur, Prateek Jain et al.2020 · 4 citationsarXiv
Career total: 31 works. 22 are in this corpus.
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