Rethinking Retinal Image Quality: Treating Quality Threshold as a Tunable Hyperparameter. - Fabian S. L. Yii; Raman Dutt; Thomas J. MacGillivray; Baljean Dhillon; Miguel O. Bernabeu; Niall C. Strang (OMIA@MICCAI, 2022)

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms. - Jiwoong Jason Jeong; Brianna L. Vey; Ananth Reddy Bhimireddy; Thomas Kim; Thiago Santos; Ramon Correa; Raman Dutt; Marina Mosunjac; Gabriela Oprea-Ilies; Geoffrey H. Smith; Minjae Woo; Christopher R. McAdams; et al. (CoRR, 2022)

FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis. - Raman Dutt; Ondrej Bohdal; Sotirios A. Tsaftaris; Timothy M. Hospedales (ICLR, 2024)

BMFT: Achieving Fairness via Bias-Based Weight Masking Fine-Tuning. - Yuyang Xue; Junyu Yan; Raman Dutt; Fasih Haider; Jingshuai Liu; Steven McDonagh 001; Sotirios A. Tsaftaris (FAIMI/EPIMI@MICCAI, 2024)

Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity. - Raman Dutt; Linus Ericsson; Pedro Sanchez; Sotirios A. Tsaftaris; Timothy M. Hospedales (MIDL, 2024)

MemControl: Mitigating Memorization in Medical Diffusion Models via Automated Parameter Selection. - Raman Dutt; Pedro Sanchez; Ondrej Bohdal; Sotirios A. Tsaftaris; Timothy M. Hospedales (CoRR, 2024)

Capacity Control is an Effective Memorization Mitigation Mechanism in Text-Conditional Diffusion Models. - Raman Dutt; Pedro Sanchez; Ondrej Bohdal; Sotirios A. Tsaftaris; Timothy M. Hospedales (CoRR, 2024)

MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection. - Raman Dutt; Ondrej Bohdal; Pedro Sanchez; Sotirios A. Tsaftaris; Timothy M. Hospedales (WACV, 2025)

The Devil is in the Prompts: De-Identification Traces Enhance Memorization Risks in Synthetic Chest X-Ray Generation. - Raman Dutt (CoRR, 2025)

Exploiting Mixture-of-Experts Redundancy Unlocks Multimodal Generative Abilities. - Raman Dutt; Harleen Hanspal; Guoxuan Xia; Petru-Daniel Tudosiu; Alexander Black 001; Yongxin Yang; Steven McDonagh 001; Sarah Parisot (CoRR, 2025)

CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs. - Raman Dutt; Pedro Sanchez; Yongchen Yao; Steven McDonagh 001; Sotirios A. Tsaftaris; Timothy M. Hospedales (CoRR, 2025)