Multibeat echocardiographic phase detection using deep neural networks. - Elisabeth S. Lane; Neda Azarmehr; Jevgeni Jevsikov; James P. Howard 001; Matthew J. Shun-Shin; Graham D. Cole; Darrel P. Francis; Massoud Zolgharni (Comput. Biol. Medicine, 2021)

High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy with Cardiovascular Deep Learning. - Grant Duffy; Paul P. Cheng; Neal Yuan; Bryan He; Alan C. Kwan; Matthew J. Shun-Shin; Kevin M. Alexander; Joseph Ebinger; Matthew P. Lungren; Florian Rader; David H. Liang; Ingela Schnittger; et al. (CoRR, 2021)

ECG-based real-time arrhythmia monitoring using quantized deep neural networks: A feasibility study. - Henrique De Melo Ribeiro; Ahran Arnold; James P. Howard 001; Matthew J. Shun-Shin; Ying Zhang; Darrel P. Francis; Phang Boon Lim; Zachary Whinnett; Massoud Zolgharni (Comput. Biol. Medicine, 2022)

Deep Active Learning for Left Ventricle Segmentation in Echocardiography. - Eman Alajrami; Preshen Naidoo; Jevgeni Jevsikov; Elisabeth S. Lane; Jamie Pordoy; Nasim Dadashi Serej; Neda Azarmehr; Fateme Dinmohammadi; Matthew J. Shun-Shin; Darrel P. Francis; Massoud Zolgharni (FIMH, 2023)

Automated Analysis of Mitral Inflow Doppler Using Deep Neural Networks. - Jevgeni Jevsikov; Elisabeth S. Lane; Eman Alajrami; Preshen Naidoo; Nasim Dadashi Serej; Neda Azarmehr; Sama Aleshaiker; Catherine C. Stowell; Matthew J. Shun-Shin; Darrel P. Francis; Massoud Zolgharni (FIMH, 2023)

Automated multi-beat tissue Doppler echocardiography analysis using deep neural networks. - Elisabeth S. Lane; Jevgeni Jevsikov; Matthew J. Shun-Shin; Niti M. Dhutia; Nasser Matoorian; Graham D. Cole; Darrel P. Francis; Massoud Zolgharni (Medical Biol. Eng. Comput., 2023)

Classification of Mitral Regurgitation from Cardiac Cine MRI Using Clinically-Interpretable Morphological Features. - Y. On; Kavitha Vimalesvaran; Sameer Zaman; Matthew J. Shun-Shin; James Howard; N. Linton; Graham Cole; Anil A. Bharath; Marta Varela (CMRxRecon/MBAS/STACOM@MICCAI, 2024)

Automated mitral inflow Doppler peak velocity measurement using deep learning. - Jevgeni Jevsikov; Tiffany Ng; Elisabeth S. Lane; Eman Alajrami; Preshen Naidoo; Patricia Fernandes; Joban S. Sehmi; Maysaa Alzetani; Camelia D. Demetrescu; Neda Azarmehr; Nasim Dadashi Serej; Catherine C. Stowell; et al. (Comput. Biol. Medicine, 2024)

Active learning for left ventricle segmentation in echocardiography. - Eman Alajrami; Tiffany Ng; Jevgeni Jevsikov; Preshen Naidoo; Patricia Fernandes; Neda Azarmehr; Fateme Dinmohammadi; Matthew J. Shun-Shin; Nasim Dadashi Serej; Darrel P. Francis; Massoud Zolgharni (Comput. Methods Programs Biomed., 2024)