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Muhammad Shaban

A General-Purpose Self-Supervised Model for Computational Pathology

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Aug 29, 2023
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Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning

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Aug 04, 2021
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Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks

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Jul 27, 2021
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A digital score of tumour-associated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma

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Apr 16, 2021
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CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images

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Sep 03, 2019
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Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images

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Jul 22, 2019
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Methods for Segmentation and Classification of Digital Microscopy Tissue Images

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Oct 31, 2018
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Micro-Net: A unified model for segmentation of various objects in microscopy images

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Apr 22, 2018
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Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images

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Mar 06, 2018
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Representation-Aggregation Networks for Segmentation of Multi-Gigapixel Histology Images

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Jul 27, 2017
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