5 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.CV2022
EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography
Rand Muhtaseb, Mohammad Yaqub
Learning spatiotemporal features is an important task for efficient video understanding especially in medical images such as echocardiograms. Convolutional neural networks (CNNs) a…
eess.IV2022★ 1 cited
GARDNet: Robust Multi-View Network for Glaucoma Classification in Color Fundus Images
Ahmed Al Mahrooqi, Dmitrii Medvedev, Rand Muhtaseb +1
Glaucoma is one of the most severe eye diseases, characterized by rapid progression and leading to irreversible blindness. It is often the case that diagnostics is carried out when…
eess.IV2022★ 5 cited
Contrastive Pretraining for Echocardiography Segmentation with Limited Data
Mohamed Saeed, Rand Muhtaseb, Mohammad Yaqub
Contrastive learning has proven useful in many applications where access to labelled data is limited. The lack of annotated data is particularly problematic in medical image segmen…