Browsing Systems Design Engineering by Supervisor "Tizhoosh, Hamid Reza"
Now showing items 1-3 of 3
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Feature Analysis and Classification of Inflammatory Bowel Disease and Hidradenitis Suppurativa Using Data Mining
(University of Waterloo, 2023-03-14)Inflammatory Bowel Disease (IBD) refers to a group of conditions that primarily affect the gut and cause inflammation. In contrast, Hidradenitis Suppurativa (HS) is a chronic immune-mediated condition characterized by boils ... -
Secure Computation and Proportionally Fair Collaboration in Federated Learning of Histopathology Images
(University of Waterloo, 2023-01-24)The prediction power of deep learning models depends on the size and quality of the training data. Having access to large-scale datasets enables the model to more precisely estimate the underlying distribution of the data. ... -
Tissue Pattern Detection in Whole Slide Images Using You-Only-Look-Once Approach
(University of Waterloo, 2022-05-17)Analyzing digital pathology images is required for diagnostic conclusions by investigating tissue patterns and morphology. However, because of the large size of the whole slide images, manual evaluation can be time-consuming, ...