Deep learning

Wang K, Tan B, Wang X, Qiu S, Zhang Q, Wang S, Yen YT, Jing N, Liu C, Chen X, Liu S, Yu Y. Machine[...]

Chung J, Thangathurai J, Andrade-Bucknor S, Parashar S, Carta KG, Epp M, Ma C. The Impact of Artificial Intelligence on Women's Cardiovascular Disease Care. Curr[...]

Shen C, Cheema K, Xie Y, Ruan D, Li D. Accelerating CEST MRI With Deep Learning-Based Frequency Selection and Parameter Estimation. NMR Biomed. 2025 Jul;38(7):e70068.[...]

Yuan N, Hong GJ, Vrudhula A, Kwan AC, Duffy G, Botting P, Dhruva SS, Siegel RJ, Ouyang D. Understanding Transient Left Ventricular Ejection Fraction Reduction[...]

Hu Z, Chen Z, Cao T, Lee HL, Xie Y, Li D, Christodoulou AG. Generalizable, sequence-invariant deep learning image reconstruction for subspace-constrained quantitative MRI. Magn[...]

Cheema K, Han P, Lee HL, Xie Y, Christodoulou AG, Li D. Accelerated CEST imaging through deep learning quantification from reduced frequency offsets. Magn Reson[...]

Zhang X, Angelini ED, Hoffman EA, Watson KE, Smith BM, Barr RG, Laine AF. ROBUST QUANTIFICATION OF PERCENT EMPHYSEMA ON CT VIA DOMAIN ATTENTION: THE[...]

Vrudhula A, Duffy G, Vukadinovic M, Liang D, Cheng S, Ouyang D. High-Throughput Deep Learning Detection of Mitral Regurgitation. Circulation. 2024 Aug 12. doi: 10.1161/CIRCULATIONAHA.124.069047.[...]

Ghezloo F, Chang OH, Knezevich SR, Shaw KC, Thigpen KG, Reisch LM, Shapiro LG, Elmore JG. Robust ROI Detection in Whole Slide Images Guided by[...]

Qiu S, Wang L, Sati P, Christodoulou AG, Xie Y, Li D. Physics-guided self-supervised learning for retrospective T1 and T2 mapping from conventional weighted brain MRI: Technical[...]