The EMory BrEast imaging Dataset (EMBED): A racially diverse, granular dataset of 3.4 million screening and diagnostic mammographic images JJ Jeong, BL Vey, A Bhimireddy, T Kim, T Santos, R Correa, R Dutt, ... Radiology: Artificial Intelligence 5 (1), e220047, 2023 | 31* | 2023 |
Parameter-efficient fine-tuning for medical image analysis: The missed opportunity R Dutt, L Ericsson, P Sanchez, SA Tsaftaris, T Hospedales arXiv preprint arXiv:2305.08252, 2023 | 19 | 2023 |
Forecasting the Grant Duration of a Patent using Predictive Analytics R Dutt, V Krishna International Journal of Computer Applications 178, 2019 | 9 | 2019 |
Automatic localization and brand detection of cervical spine hardware on radiographs using weakly supervised machine learning R Dutt, D Mendonca, HM Phen, S Broida, M Ghassemi, J Gichoya, ... Radiology: Artificial Intelligence 4 (2), e210099, 2022 | 7 | 2022 |
Novel mixed-encoding for forecasting patent grant duration R Dutt, P Rathi, V Krishna World Patent Information 64, 102007, 2021 | 6 | 2021 |
Fairtune: Optimizing parameter efficient fine tuning for fairness in medical image analysis R Dutt, O Bohdal, SA Tsaftaris, T Hospedales arXiv preprint arXiv:2310.05055, 2023 | 5 | 2023 |
Early prediction of hemodynamic shock in pediatric intensive care units with deep learning on thermal videos V Vats, A Nagori, P Singh, R Dutt, H Bandhey, M Wason, R Lodha, T Sethi Frontiers in Physiology 13, 862411, 2022 | 5 | 2022 |
Rethinking retinal image quality: treating quality threshold as a tunable hyperparameter FSL Yii, R Dutt, T MacGillivray, B Dhillon, M Bernabeu, N Strang International Workshop on Ophthalmic Medical Image Analysis, 73-83, 2022 | 4 | 2022 |
MemControl: Mitigating Memorization in Medical Diffusion Models via Automated Parameter Selection R Dutt, P Sanchez, O Bohdal, SA Tsaftaris, T Hospedales arXiv preprint arXiv:2405.19458, 2024 | 1 | 2024 |
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis R Dutt, O Bohdal, S Tsaftaris A., T Hospedales The Twelfth International Conference on Learning Representations, 2024 | | 2024 |
Year of Publication: 2019 R Dutt, V Krishna | | 2019 |
Application of Capsule Networks and Chemical Space Networks in Cheminformatics N Sukumar, R Dutt, S Bhayye | | |