Here is a list of my publications. Please see my Google Scholar profile for the latest updates.

Comprehensive language-image pre-training for 3D medical image understanding

T. Wald, I.E. Hamamci, Y. Gao, S. Bond-Taylor, H. Sharma, M. Ilse, C. Lo, O. Melnichenko, A. Schwaighofer, N.C.F. Codella, M.T. Wetscherek, K.H. Maier-Hein, P. Korfiatis, V. Salvatelli, J. Alvarez-Valle, F. Pérez-García

Closing the Performance Gap Between AI and Radiologists in Chest X-Ray Reporting

H. Sharma, M.C. Reynolds, V. Salvatelli, A.-M.G. Sykes, K.K. Horst, A. Schwaighofer, M. Ilse, O. Melnichenko, S. Bond-Taylor, F. Pérez-García, V.K. Mugu, A. Chan, C. Colak, S.A. Swartz, M.B. Nashawaty, A.J. Gonzalez, H.A. Ouellette, S.B. Erdal, B.A. Schueler, M.T. Wetscherek, N. Codella, M. Jain, S. Bannur, K. Bouzid, D.C. Castro, S. Hyland, P. Korfiatis, A. Khandelwal, J. Alvarez-Valle

Data Scaling Laws for Radiology Foundation Models

M. Ilse, H. Sharma, A. Schwaighofer, S. Bond-Taylor, F. Pérez-García, O. Melnichenko, A.-M.G. Sykes, K. Horst, A. Khandelwal, M. Reynolds, M.T. Wetscherek, N.C.F. Codella, J. Alvarez-Valle, K. Panagiotis, V. Salvatelli

RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision

F. Pérez-García, H. Sharma, S. Bond-Taylor, K. Bouzid, V. Salvatelli, M. Ilse, S. Bannur, D.C. Castro, A. Schwaighofer, M.P. Lungren, M. Wetscherek, N. Codella, S.L. Hyland, J. Alvarez-Valle, O. Oktay

RadEdit: stress-testing biomedical vision models via diffusion image editing

F. Pérez-García, S. Bond-Taylor, P.P Sanchez, B. van Breugel, D.C. Castro, H. Sharma, V. Salvatelli, M.T. Wetscherek, H. Richardson, M.P. Lungren, A. Nori, J. Alvarez-Valle, O. Oktay, M. Ilse

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models

H. Sharma, V. Salvatelli, S. Srivastav, K. Bouzid, S. Bannur, D. Castro, M. Ilse, S. Bond-Taylor, M. Prasanna Ranjit, F. Falck, F. Pérez-García, A. Schwaighofer, H. Richardson, M.T. Wetscherek, S.L. Hyland, J. Alvarez-Valle

MAIRA-2: Grounded Radiology Report Generation

S. Bannur, K. Bouzid, D. Castro, A. Schwaighofer, A. Thieme, S. Bond-Taylor, M. Ilse, F. Pérez-García, V. Salvatelli, H. Sharma, F. Meissen, M. Ranjit, S. Srivastav, J. Gong, N.C.F. Codella, F. Falck, O. Oktay, M.P. Lungren, M.T. Wetscherek, J. Alvarez-Valle, S.L. Hyland

$\infty$-Diff: Infinite Resolution Diffusion with Subsampled Mollified States

S. Bond-Taylor, C. G. Willcocks

Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers

A. Corona-Figuera, S. Bond-Taylor, N. Bhowmik, Y. Gaus, T. P. Breckon, H. P. H. Shum, C. G. Willcocks

Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes

S. Bond-Taylor, P. Hessey, H. Sasaki, T. P. Breckon, C. G. Willcocks

MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray

A. Corona-Figueroa, J. Frawley, S. Bond-Taylor, S. Bethapudi, H. P.H. Shum, C. G. Willcocks

Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models

S. Bond-Taylor, A. Leach, Y. Long, C.G. Willcocks

Gradient Origin Networks

S. Bond-Taylor, C.G. Willcocks

Shape Tracing: An extension of sphere tracing for 3D non-convex collision in protein docking

A. Leach, L. S.P. Rudden, S. Bond-Taylor, J. C. Brigham, M. T. Degiacomi, C. G. Willcocks