Exploring pathological signatures for predicting the recurrence of early-stage hepatocellular carcinoma based on deep learning - Concepedia

Concepedia

Publication | Open Access

Exploring pathological signatures for predicting the recurrence of early-stage hepatocellular carcinoma based on deep learning

DOI Full Paper Access

23

Citations

37

References

2022

Year

Wei‐Feng Qu, Meng‐Xin Tian, Jingtao Qiu, Yucheng Guo, Chenyang Tao, Wei‐Ren Liu, Zheng Tang, Kun Qian, Zhi-Xun Wang, Xiaoyu Li,

Frontiers in Oncology

Abstract

The study established a novel histological score that predicted short-term and long-term recurrence for E-HCCs using deep learning, which could facilitate clinical decision making in recurrence prediction and management.

References

	Year	Citations
Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries Freddie Bray, Jacques Ferlay, Isabelle Soerjomataram, CA A Cancer Journal for Clinicians	2018	86.6K
A Threshold Selection Method from Gray-Level Histograms Nobuyuki Otsu IEEE Transactions on Systems Man and Cybernetics Image AnalysisMachine VisionEngineeringData MiningPattern Recognition	1979	42.3K
Rethinking the Inception Architecture for Computer Vision Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Convolutional Neural NetworkEngineeringMachine LearningInception ArchitectureImage Classification	2016	30.2K
Robust enumeration of cell subsets from tissue expression profiles Aaron M. Newman, Chih Long Liu, Michael R. Green, Nature Methods EngineeringMedicineComputational BiologyRobust EnumerationGene Expression Profiling	2015	13.6K
Learning Deep Features for Discriminative Localization Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Convolutional Neural NetworkEngineeringMachine LearningLocalizationDeep Features	2016	10.6K
Diagnosis, Staging, and Management of Hepatocellular Carcinoma: 2018 Practice Guidance by the American Association for the Study of Liver Diseases Jorge A. Marrero, Laura Kulik, Claude B. Sirlin, Hepatology Literary TheoryPathologyAndrew X.Laura M.Hepatic Disorders	2018	4.5K
Prognosis of Hepatocellular Carcinoma: The BCLC Staging Classification Josep M. Llovet, Concepció Brú, Jordi Bruix Seminars in Liver Disease Surgical OncologyPathologyGrim PrognosisTumor BiologyOncology	1999	3.8K
Color transfer between images Erik Reinhard, M. Adhikhmin, Bryan N S Gooch, IEEE Computer Graphics and Applications Image AnalysisEngineeringData ScienceAppropriate Source ImagePattern Recognition	2001	2.9K
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning Nicolas Coudray, Paolo Ocampo, Theodore Sakellaropoulos, Nature Medicine Mutation PredictionEngineeringMachine LearningMedical ImagingDeep Learning	2018	2.7K
Clinical-grade computational pathology using weakly supervised deep learning on whole slide images Gabriele Campanella, Matthew G. Hanna, Luke Geneslaw, Nature Medicine Dermoscopic ImageWhole Slide ImagesImage AnalysisWhole-slide ImagingMedical Imaging	2019	2.4K

Page 1