Deep learning for the prediction of the chemotherapy response of metastatic colorectal cancer: comparing and combining H&E staining histopathology and infrared spectral histopathology-Reference-Cited by-同舟云学术

Deep learning for the prediction of the chemotherapy response of metastatic colorectal cancer: comparing and combining H&E staining histopathology and infrared spectral histopathology

Published:2023 Issue:16 Volume:148 Page:3909-3917
ISSN:0003-2654
Container-title:The Analyst
language:en
Short-container-title:Analyst

Author:

Brunel Benjamin¹²^ORCID,Prada Pierre¹,Slimano Florian¹^ORCID,Boulagnon-Rombi Camille³^ORCID,Bouché Olivier¹⁴,Piot Olivier¹^ORCID

Affiliation:

1. Université de Reims Champagne-Ardenne, EA7506-BioSpectroscopie Translationnelle (BioSpecT), Reims, France

2. Université de Franche-Comté, CNRS, institut FEMTO-ST, F-25000 Besançon, France

3. Laboratoire d'anatomie et cytologie pathologique, CHU Reims, 51100 Reims, France

4. Service d'Oncologie Digestive, CHU Reims, 51100 Reims, France

Abstract

Prediction of the efficacy of a treatment against metastatic colon cancer, based on deep learning analysis of histological cuts of the primary tumor, either H&E stained or imaged with FTIR spectroscopy.

Funder

Agence Régionale de Santé de Champagne-Ardenne

Fondation ARC pour la Recherche sur le Cancer

Publisher

Royal Society of Chemistry (RSC)

Subject

Electrochemistry,Spectroscopy,Environmental Chemistry,Biochemistry,Analytical Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2023/AN/D3AN00627A

Reference42 articles.

1. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries

2. Bevacizumab plus Irinotecan, Fluorouracil, and Leucovorin for Metastatic Colorectal Cancer

3. Cetuximab and Chemotherapy as Initial Treatment for Metastatic Colorectal Cancer

4. Metastatic colorectal cancer (mCRC): French intergroup clinical practice guidelines for diagnosis, treatments and follow-up (SNFGE, FFCD, GERCOR, UNICANCER, SFCD, SFED, SFRO, SFR)

5. Efficacy of bevacizumab in first-line treatment of metastatic colorectal cancer: A systematic review and meta-analysis

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Drug recommendation ranking for personalized medicine using outcomes of retrospective cancer patients;Expert Systems with Applications;2024-12

2. Rapid and Label-Free Histopathology of Oral Lesions Using Deep Learning Applied to Optical and Infrared Spectroscopic Imaging Data;Journal of Personalized Medicine;2024-03-13