Search Results for author: Ali Islam

Found 2 papers, 1 papers with code

Contrastive Re-localization and History Distillation in Federated CMR Segmentation

no code implementations MICCAI 2022 2022 Xiaoming Qi, Guanyu Yang, Yuting He, Wangyan Liu, Ali Islam, Shuo Li

In this work, a cross-center cross-sequence medical image segmentation FL framework (FedCRLD) is proposed for the first time to facilitate multi-center multi-sequence CMR segmentation.

Federated Learning Image Segmentation +3

Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning

2 code implementations25 May 2017 Wufeng Xue, Ali Islam, Mousumi Bhaduri, Shuo Li

However, estimation of multitype cardiac indices with consistently reliable and high accuracy is still a great challenge due to the high variability of cardiac structures and complexity of temporal dynamics in cardiac MR sequences.

Feature Engineering regression

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