Classification and mutation prediction based on histopathology H&E images in liver cancer using deep learning
出版年份 2020 全文链接
标题
Classification and mutation prediction based on histopathology H&E images in liver cancer using deep learning
作者
关键词
-
出版物
npj Precision Oncology
Volume 4, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2020-06-08
DOI
10.1038/s41698-020-0120-3
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Deep learning for prediction of colorectal cancer outcome: a discovery and validation study
- (2020) Ole-Johan Skrede et al. LANCET
- Role of Cellular, Molecular, and Tumor Microenvironment in Hepatocellular Carcinoma: Possible Targets and Future Directions in the Regorafenib Era
- (2020) Sarun Juengpanich et al. INTERNATIONAL JOURNAL OF CANCER
- Cancer statistics, 2019
- (2019) Rebecca L. Siegel et al. CA-A CANCER JOURNAL FOR CLINICIANS
- Molecular mechanistic insight of hepatitis B virus mediated hepatocellular carcinoma
- (2019) Vivek K. Chaturvedi et al. MICROBIAL PATHOGENESIS
- Automated classification of hepatocellular carcinoma differentiation using multiphoton microscopy and deep learning
- (2019) Hongxin Lin et al. Journal of Biophotonics
- Disease Burden of Hepatocellular Carcinoma: A Global Perspective
- (2019) Mehmet Sayiner et al. DIGESTIVE DISEASES AND SCIENCES
- Grading of hepatocellular carcinoma using 3D SE-DenseNet in dynamic enhanced MR images
- (2019) Qing Zhou et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer
- (2019) Jakob Nikolas Kather et al. NATURE MEDICINE
- Artificial intelligence in digital pathology — new tools for diagnosis and precision oncology
- (2019) Kaustav Bera et al. Nature Reviews Clinical Oncology
- Using deep convolutional neural networks to identify and classify tumor-associated stroma in diagnostic breast biopsies
- (2018) Babak Ehteshami Bejnordi et al. MODERN PATHOLOGY
- Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
- (2018) Freddie Bray et al. CA-A CANCER JOURNAL FOR CLINICIANS
- Clinical Implications and Challenges of Artificial Intelligence and Deep Learning
- (2018) William W. Stead JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
- (2018) Nicolas Coudray et al. NATURE MEDICINE
- Cancer Statistics for Hispanics/Latinos, 2018
- (2018) Kimberly D. Miller et al. CA-A CANCER JOURNAL FOR CLINICIANS
- Questions for Artificial Intelligence in Health Care
- (2018) Thomas M. Maddox et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Automated Abdominal Segmentation of CT Scans for Body Composition Analysis Using Deep Learning
- (2018) Alexander D. Weston et al. RADIOLOGY
- Histological subtypes of hepatocellular carcinoma are related to gene mutations and molecular tumour classification
- (2017) Julien Calderaro et al. JOURNAL OF HEPATOLOGY
- TTK Inhibitors as a Targeted Therapy for CTNNB1 ( β -catenin) Mutant Cancers
- (2017) Guido J.R. Zaman et al. MOLECULAR CANCER THERAPEUTICS
- Gene expression profiling, pathway analysis and subtype classification reveal molecular heterogeneity in hepatocellular carcinoma and suggest subtype specific therapeutic targets
- (2017) Rahul Agarwal et al. Cancer Genetics
- Frequently mutated genes/pathways and genomic instability as prevention targets in liver cancer
- (2016) Chinthalapally V. Rao et al. CARCINOGENESIS
- An Automatic Learning-Based Framework for Robust Nucleus Segmentation
- (2016) Fuyong Xing et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Machine Learning and the Profession of Medicine
- (2016) Alison M. Darcy et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Alcohol intake increases the risk of HCC in hepatitis C virus-related compensated cirrhosis: A prospective study
- (2016) Hélène Vandenbulcke et al. JOURNAL OF HEPATOLOGY
- Intratumor Molecular and Phenotypic Diversity in Hepatocellular Carcinoma
- (2015) J.-C. Nault et al. CLINICAL CANCER RESEARCH
- Genetic Landscape and Biomarkers of Hepatocellular Carcinoma
- (2015) Jessica Zucman-Rossi et al. GASTROENTEROLOGY
- TTK activates Akt and promotes proliferation and migration of hepatocellular carcinoma cells
- (2015) Xing Liu et al. Oncotarget
- Brivanib as adjuvant therapy to transarterial chemoembolization in patients with hepatocellular carcinoma: A randomized phase III trial
- (2014) Masatoshi Kudo et al. HEPATOLOGY
- Expression and Function Analysis of Mitotic Checkpoint Genes Identifies TTK as a Potential Therapeutic Target for Human Hepatocellular Carcinoma
- (2014) Xiao-Dong Liang et al. PLoS One
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More