Search Results for author: Hamid R. Tizhoosh

Found 4 papers, 1 papers with code

A Preliminary Investigation into Search and Matching for Tumour Discrimination in WHO Breast Taxonomy Using Deep Networks

no code implementations22 Aug 2023 Abubakr Shafique, Ricardo Gonzalez, Liron Pantanowitz, Puay Hoon Tan, Alberto Machado, Ian A Cree, Hamid R. Tizhoosh

Searchable digital atlases can provide pathologists with patch matching tools allowing them to search among evidently diagnosed and treated archival cases, a technology that may be regarded as computational second opinion.

Patch Matching

Decentralized Federated Learning through Proxy Model Sharing

1 code implementation22 Nov 2021 Shivam Kalra, Junfeng Wen, Jesse C. Cresswell, Maksims Volkovs, Hamid R. Tizhoosh

Institutions in highly regulated domains such as finance and healthcare often have restrictive rules around data sharing.

Federated Learning whole slide images

Searching for Pneumothorax in X-Ray Images Using Autoencoded Deep Features

no code implementations11 Feb 2021 Antonio Sze-To, Abtin Riasatian, Hamid R. Tizhoosh

To use image search as a triaging/diagnosis tool, all chest X-ray images must first be tagged with identifiers, i. e., deep features.

Image Retrieval

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