Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches

Author:

Kurc Tahsin,Bakas Spyridon,Ren Xuhua,Bagari Aditya,Momeni Alexandre,Huang Yue,Zhang Lichi,Kumar Ashish,Thibault Marc,Qi Qi,Wang Qian,Kori Avinash,Gevaert Olivier,Zhang Yunlong,Shen Dinggang,Khened Mahendra,Ding Xinghao,Krishnamurthi Ganapathy,Kalpathy-Cramer Jayashree,Davis James,Zhao Tianhao,Gupta Rajarsi,Saltz Joel,Farahani Keyvan

Funder

National Institutes of Health

U.S. National Library of Medicine

Publisher

Frontiers Media SA

Subject

General Neuroscience

Reference92 articles.

1. Abstract 3040: radiomics discriminates pseudo-progression from true progression in glioblastoma patients: a large-scale multi-institutional study.;Abrol;Cancer Res.,2018

2. Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach.;Aerts;Nat. Commun.,2014

3. Automatic mass detection in mammograms using deep convolutional neural networks.;Agarwal;J. Med. Imaging,2019

4. In vivo evaluation of EGFRvIII mutation in primary glioblastoma patients via complex multiparametric MRI signature.;Akbari;Neuro Oncol.,2018

5. Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images.;Al-Milaji;Pattern Recognit. Lett.,2017

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