Improving the generalizability of convolutional neural network-based segmentation on CMR images. - Chen Chen 042; Wenjia Bai; Rhodri H. Davies; Anish N. Bhuva; Charlotte Manisty; James C. Moon; Nay Aung; Aaron M. Lee; Mihir M. Sanghvi; Kenneth Fung; José Miguel Paiva; Steffen E. Petersen; et al. (CoRR, 2019)

Deep Learning for Assessing Rotational Misalignment in Echocardiographic Imaging. - Patricia Fernandes; Preshen Naidoo; Isreal Ufumaka; Sara Adibzadeh; Eman Alajrami; Jevgeni Jevsikov; Nasim Dadashi Serej; James P. Howard 001; Matthew J. Shun-Shin; Charlotte Manisty; Darrel P. Francis; Massoud Zolgharni (AIiH (2), 2025)

Robustness of Human vs. AI Measurements Under Progressive Image Degradation. - Jevgeni Jevsikov; Catherine C. Stowell; Tiffany Ng; Beth Unsworth; Massoud Zolgharni; Darrel P. Francis; Charlotte H. Manisty; Matthew J. Shun-Shin (AIiH (2), 2025)

Spatiotemporal Contrastive Learning for Echocardiography View Classification. - Preshen Naidoo; Patricia Fernandes; Isreal Ufumaka; Nasim Dadashi Serej; James P. Howard 001; Darrel P. Francis; Charlotte Manisty; Massoud Zolgharni (AIiH (2), 2025)

SNRAware: Improved Deep Learning MRI Denoising with SNR Unit Training and G-factor Map Augmentation. - Hui Xue 006; Sarah M. Hooper; Iain Pierce; Rhodri H. Davies; John Stairs; Joseph Naegele; Adrienne E. Campbell-Washburn; Charlotte Manisty; James C. Moon; Thomas A. Treibel; Peter Kellman; Michael S. Hansen (CoRR, 2025)

CineMA: A Foundation Model for Cine Cardiac MRI. - Yunguan Fu; Weixi Yi; Charlotte Manisty; Anish N. Bhuva; Thomas A. Treibel; James C. Moon; Matthew J. Clarkson; Rhodri H. Davies; Yipeng Hu (CoRR, 2025)