Radiographical assessment of tumour stroma and treatment outcomes using deep learning: a retrospective, multicohort study

Summary: Background: The tumour stroma microenvironment plays an important part in disease progression and its composition can influence treatment response and outcomes. Histological evaluation of tumour stroma is limited by access to tissue, spatial heterogeneity, and temporal evolution. We aimed...

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Main Authors: Yuming Jiang, MD, Xiaokun Liang, PhD, Zhen Han, MD, Wei Wang, MD, Sujuan Xi, MD, Tuanjie Li, MD, Chuanli Chen, MD, Qingyu Yuan, MD, Na Li, PhD, Jiang Yu, MD, Yaoqin Xie, ProfPhD, Yikai Xu, ProfMD, Zhiwei Zhou, ProfMD, George A Poultsides, ProfMD, Guoxin Li, ProfMD, Ruijiang Li, PhD
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:The Lancet: Digital Health
Online Access:http://www.sciencedirect.com/science/article/pii/S2589750021000650