Concepedia

Preoperative prediction for pathological grade of hepatocellular carcinoma via machine learning–based radiomics

Bing Mao, Lianzhong Zhang, Peigang Ning, Feng Ding, Fatian Wu, Gary Lu, Yayuan Geng, Jingdong Ma

European Radiology · 2020 · 117 citations · 32 references

Concepts

MedicineOncologyRadiologyDiagnostic ImagingHepatologyMachine LearningComputer-aided DiagnosisHepatic PathologyHepatobiliary ImagingHepatocellular CarcinomaLiver CancerTumor ClassificationCancer Prognostic ModelingComputer-aided Tumor DiagnosisComputer-aided Tumor GradingLiver Tumor ClassificationRadiomicsRadiomics PrognosisRadiomics-based Detection

References

32

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

Freddie Bray, Jacques Ferlay, Isabelle Soerjomataram et al. · CA A Cancer Journal for Clinicians · 2018 · 87.7K citations · Full text

Medicine, Oncology, Cancer Epidemiology +16

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research

Terry K. Koo, Mae Y. Li · Journal of Chiropractic Medicine · 2016 · 27.6K citations · Full text

Education, Educational Measurement, Item Response Theory +13

Gene Selection for Cancer Classification using Support Vector Machines

Isabelle Guyon, Jason Weston, S. Barnhill et al. · Machine Learning · 2002 · 9.8K citations · Full text

Computing, Bioinformatics, Biomedical Informatics +12

User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability

Paul A. Yushkevich, Joseph Piven, Heather C. Hazlett et al. · NeuroImage · 2006 · 9K citations

Computing, Anatomy, Biomedical Engineering +16