MesoGraph: Automatic Profiling of Malignant Mesothelioma Subtypes from Histological Images

1 code implementation • 23 Feb 2023 • Mark Eastwood, Heba Sailem, Silviu Tudor, Xiaohong Gao, Judith Offman, Emmanouil Karteris, Angeles Montero Fernandez, Danny Jonigk, William Cookson, Miriam Moffatt, Sanjay Popat, Fayyaz Minhas, Jan Lukas Robertus

Tissue is represented by a cell graph with both cell-level morphological and regional features.

Multiple Instance Learning

COVID-VIT: Classification of COVID-19 from CT chest images based on vision transformer models

1 code implementation • 4 Jul 2021 • Xiaohong Gao, Yu Qian, Alice Gao

The overarching aim is to predict the diagnosis of the COVID-19 virus from chest radiographs, through the development of explainable vision transformer deep learning techniques, leading to population screening in a more rapid, accurate and transparent way.