Article

Alajrami, Eman, Ng, Tiffany, Jevsikov, Jevgeni, Naidoo, Preshen, Fernandes, Patricia, Azarmehr, Neda, Dinmohammadi, Fateme, Shun-shin, Matthew J., Dadashi Serej, Nasim, Francis, Darrel P. and Zolgharni, Massoud (2024) Active Learning for Left Ventricle Segmentation in Echocardiography. Computer Methods and Programs in Biomedicine, 248. ISSN 01692607

Jevsikov, Jevgeni, Ng, Tiffany, Lane, Elisabeth S., Alajrami, Eman, Naidoo, Preshen, Fernandes, Patricia, Sehmi, Joban S., Alzetani, Maysaa, Demetrescu, Camelia D., Azarmehr, Neda, Serej, Nasim Dadashi, Stowell, Catherine C., Shun-Shin, Matthew J., Francis, Darrel P. and Zolgharni, Massoud (2024) Automated mitral inflow Doppler peak velocity measurement using deep learning. Computers in Biology and Medicine, 171. ISSN 00104825

Lane, Elisabeth S., Jevsikov, Jevgeni, Shun-shin, Matthew J., Dhutia, Niti, Matoorian, Nasser, Cole, Graham D., Francis, Darrel P. and Zolgharni, Massoud (2023) Automated multi-beat tissue Doppler echocardiography analysis using deep neural networks. Medical & Biological Engineering & Computing, 61 (5). pp. 911-926. ISSN 0140-0118

Lane, Elisabeth S., Jevsikov, Jevgeni, Shun-shin, Matthew J., Dhutia, Niti, Matoorian, Nasser, Cole, Graham D., Francis, Darrel P. and Zolgharni, Massoud (2023) Automated multi-beat tissue Doppler echocardiography analysis using deep neural networks. Medical & Biological Engineering & Computing, 61 (5). pp. 911-926. ISSN 0140-0118

Lane, Elisabeth S., Azarmehr, Neda, Jevsikov, Jevgeni, Howard, James P., Shun-shin, Matthew J., Cole, Graham D., Francis, Darrel P. and Zolgharni, Massoud ORCID: https://orcid.org/0000-0003-0904-2904 (2021) Multibeat echocardiographic phase detection using deep neural networks. Computers in Biology and Medicine, 133. p. 104373. ISSN 0010-4825

Conference or Workshop Item

Fernandes, Patricia ORCID: https://orcid.org/0009-0000-9720-2829, Naidoo, Preshen ORCID: https://orcid.org/0009-0004-8328-6194, Ufumaka, Isreal ORCID: https://orcid.org/0000-0002-8906-4822, Adibzadeh, Sara ORCID: https://orcid.org/0009-0003-3656-916X, Alajrami, Eman ORCID: https://orcid.org/0000-0002-8656-5541, Jevsikov, Jevgeni ORCID: https://orcid.org/0009-0004-2070-7289, Dadashiserej, Nasim ORCID: https://orcid.org/0000-0002-2898-1926, Howard, James ORCID: https://orcid.org/0000-0002-9989-6331, Shun-Shin, Matthew ORCID: https://orcid.org/0000-0002-1179-0867, Manisty, Charlotte ORCID: https://orcid.org/0000-0003-0245-7090, Francis, Darrel ORCID: https://orcid.org/0000-0002-3410-0814 and Zolgharni, Massoud ORCID: https://orcid.org/0000-0003-0904-2904 (2025) Deep Learning for assessing rotational misalignment in echocardiographic imaging. In: International Conference on AI in Healthcare, 8-10 September 2025, Cambridge, United Kingdom.

Jevsikov, Jevgeni, Stowell, Catherine C., Ng, Tiffany, Unsworth, Beth, Zolgharni, Massoud ORCID: https://orcid.org/0000-0003-0904-2904, Francis, Darrel P., Manisty, Charlotte H. and Shun-Shin, Matthew J. (2025) Robustness of human vs. AI measurements under progressive image degradation. In: International Conference on AI in Healthcare, 8-10 September, 2025, Cambridge, United Kingdom.

Jevsikov, Jevgeni, Lane, Elisabeth S., Alajrami, Eman, Naidoo, Preshen, Serej, Nasim Dadashi, Azarmehr, Neda, Aleshaiker, Sama, Stowell, Catherine C., Shun-shin, Matthew J., Francis, Darrel P. and Zolgharni, Massoud (2023) Automated Analysis of Mitral Inflow Doppler Using Deep Neural Networks. In: Functional Imaging and Modeling of the Heart, 19-22 June 2023, Lyon, France.

Alajrami, Eman, Naidoo, Preshen, Jevsikov, Jevgeni, Lane, Elisabeth, Pordoy, Jamie, Serej, Nasim Dadashi, Azarmehr, Neda, Dinmohammadi, Fateme, Shun-shin, Matthew J., Francis, Darrel P. and Zolgharni, Massoud (2023) Deep Active Learning for Left Ventricle Segmentation in Echocardiography. In: Functional Imaging and Modeling of the Heart, 19-22 June 2023, Lyon, France.

Lane, Elisabeth Sarah, Jevsikov, Jevgeni, Dhutia, Niti, Shun-shin, Matthew J, Francis, Darrel P and Zolgharni, Massoud (2023) Automated Multibeat Tissue Doppler Echocardiography Analysis Using Deep Neural Networks. In: Medical Imaging with Deep Learning, 6 – 8 July 2022, Zurich, Switzerland.

Naidoo, Preshen, Alajrami, Eman I, Lane, Elisabeth Sarah, Jevsikov, Jevgeni, Shun-shin, Matthew J, Francis, Darrel P and Zolgharni, Massoud (2022) Influence of Loss Function on Left Ventricular Volume and Ejection Fraction Estimation in Deep Neural Networks. In: Medical Imaging with Deep Learning, 6 – 8 July 2022, Zurich, Switzerland.

Jevsikov, Jevgeni, Lane, Elisabeth Sarah, Stowell, Catherine C, Shun-shin, Matthew J, Francis, Darrel P and Zolgharni, Massoud ORCID: https://orcid.org/0000-0003-0904-2904 (2022) Automated analysis of mitral inflow doppler using convolutional neural networks. In: Medical Imaging with Deep Learning, 6–8 Jul 2022, Zurich.