Deep learning detects genetic alterations in cancer histology generated by adversarial networks

Author:

Krause Jeremias1,Grabsch Heike I.23,Kloor Matthias4,Jendrusch Michael4,Echle Amelie1,Buelow Roman David5,Boor Peter5,Luedde Tom6,Brinker Titus J.7,Trautwein Christian1,Pearson Alexander T.8,Quirke Philip3,Jenniskens Josien9ORCID,Offermans Kelly9,Brandt Piet A.9,Kather Jakob Nikolas1310ORCID

Affiliation:

1. Department of Medicine III University Hospital RWTH Aachen Aachen Germany

2. Department of Pathology GROW School for Oncology and Developmental Biology, , Maastricht University Medical Center+, Maastricht The Netherlands

3. Pathology & Data Analytics, Leeds Institute of Medical Research at St James's University of Leeds Leeds UK

4. Institute of Pathology University Hospital Heidelberg Heidelberg Germany

5. Institute of Pathology University Hospital RWTH Aachen Aachen Germany

6. Department of Gastroenterology, Hepatology and Infectious Diseases University Hospital Duesseldorf Duesseldorf Germany

7. Digital Biomarkers for Oncology Group (DBO), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg Germany

8. Department of Medicine University of Chicago Medicine Chicago IL USA

9. Department of Epidemiology Maastricht University Medical Center+ Maastricht The Netherlands

10. Medical Oncology, National Center for Tumor Diseases (NCT) University Hospital Heidelberg Heidelberg Germany

Publisher

Wiley

Subject

Pathology and Forensic Medicine

Cited by 46 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. Synthetic Data and its Utility in Pathology and Laboratory Medicine;Laboratory Investigation;2024-08

2. Generation and Evaluation of Medical Images Based on Diffusion Models;2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS);2024-05-23

3. Enhancing colorectal cancer diagnosis through generative models and vision-based tactile sensing: a Sim2Real study;Medical Imaging 2024: Imaging Informatics for Healthcare, Research, and Applications;2024-04-02

4. Application of generative adversarial networks in image, face reconstruction and medical imaging: challenges and the current progress;Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization;2024-03-31

5. Slideflow: deep learning for digital histopathology with real-time whole-slide visualization;BMC Bioinformatics;2024-03-27

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3