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Shruthi Bannur
Shruthi Bannur
Microsoft Research
Adresse e-mail validée de microsoft.com
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Making the most of text semantics to improve biomedical vision–language processing
B Boecking, N Usuyama, S Bannur, DC Castro, A Schwaighofer, S Hyland, ...
European conference on computer vision, 1-21, 2022
2592022
Learning to exploit temporal structure for biomedical vision-language processing
S Bannur, S Hyland, Q Liu, F Perez-Garcia, M Ilse, DC Castro, B Boecking, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
1112023
Active label cleaning for improved dataset quality under resource constraints
M Bernhardt, DC Castro, R Tanno, A Schwaighofer, KC Tezcan, ...
Nature communications 13 (1), 1161, 2022
992022
Maira-1: A specialised large multimodal model for radiology report generation
SL Hyland, S Bannur, K Bouzid, DC Castro, M Ranjit, A Schwaighofer, ...
arXiv preprint arXiv:2311.13668, 2023
462023
Multimodal healthcare AI: identifying and designing clinically relevant vision-language applications for radiology
N Yildirim, H Richardson, MT Wetscherek, J Bajwa, J Jacob, MA Pinnock, ...
Proceedings of the CHI Conference on Human Factors in Computing Systems, 1-22, 2024
442024
Hams: Driver and driving monitoring using a smartphone
AU Nambi, S Bannur, I Mehta, H Kalra, A Virmani, VN Padmanabhan, ...
Proceedings of the 24th annual international conference on mobile computing …, 2018
392018
Systems and methods for monitoring driver state
AUNS Narashiman, VN Padmanabhan, I Mehta, S Bannur, S Gupta
US Patent 10,867,195, 2020
362020
Exploring the Boundaries of GPT-4 in Radiology
Q Liu, S Hyland, S Bannur, K Bouzid, DC Castro, MT Wetscherek, R Tinn, ...
arXiv preprint arXiv:2310.14573, 2023
332023
Maira-2: Grounded radiology report generation
S Bannur, K Bouzid, DC Castro, A Schwaighofer, A Thieme, ...
arXiv preprint arXiv:2406.04449, 2024
242024
Insight: monitoring the state of the driver in low-light using smartphones
I Janveja, A Nambi, S Bannur, S Gupta, V Padmanabhan
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
222020
RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision
F Pérez-García, H Sharma, S Bond-Taylor, K Bouzid, V Salvatelli, M Ilse, ...
arXiv preprint arXiv:2401.10815, 2024
162024
Compositional zero-shot domain transfer with text-to-text models
F Liu, Q Liu, S Bannur, F Pérez-García, N Usuyama, S Zhang, T Naumann, ...
Transactions of the Association for Computational Linguistics 11, 1097-1113, 2023
52023
Medimageinsight: An open-source embedding model for general domain medical imaging
NCF Codella, Y Jin, S Jain, Y Gu, HH Lee, AB Abacha, ...
arXiv preprint arXiv:2410.06542, 2024
42024
MAIRA at RRG24: A specialised large multimodal model for radiology report generation
S Srivastav, M Ranjit, F Pérez-García, K Bouzid, S Bannur, DC Castro, ...
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing …, 2024
42024
COVID-19: strategies for allocation of test kits
A Biswas, S Bannur, P Jain, S Merugu
arXiv preprint arXiv:2004.01740, 2020
42020
MS-CXR-T: Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
S Bannur, S Hyland, Q Liu, F Pérez-García, M Ilse, DC de Castro, ...
PhysioNet, 2023
32023
Hierarchical analysis of visual COVID-19 features from chest radiographs
S Bannur, O Oktay, M Bernhardt, A Schwaighofer, R Jena, B Nushi, ...
arXiv preprint arXiv:2107.06618, 2021
32021
MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models
H Sharma, V Salvatelli, S Srivastav, K Bouzid, S Bannur, DC Castro, ...
arXiv preprint arXiv:2411.11362, 2024
22024
Challenges for responsible AI design and workflow integration in healthcare: a case study of automatic feeding tube qualification in radiology
A Thieme, A Rajamohan, B Cooper, H Groombridge, R Simister, B Wong, ...
ACM Transactions on Computer-Human Interaction, 2024
22024
MS-CXR: Making the most of text semantics to improve biomedical vision-language processing (version 0.1), 2022
B Boecking, N Usuyama, S Bannur, DC de Castro, A Schwaighofer, ...
URL https://physionet. org/content/ms-cxr/0.1, 0
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