Concepedia

Deep learning–assisted differentiation of pathologically proven atypical and typical hepatocellular carcinoma (HCC) versus non-HCC on contrast-enhanced MRI of the liver

Paula M. Oestmann, Clinton J. Wang, Lynn Jeanette Savic, Charlie Alexander Hamm, Sophie Stark, Isabel Schobert, Bernhard Gebauer, Todd Schlachter, MingDe Lin, Jeffrey C. Weinreb,

European Radiology · 2021 · 80 citations · 13 references

Open access

Concepts

MedicineOncologyRadiologyDiagnostic ImagingDiagnostic RadiologyHepatologyHepatobiliary ImagingHepatocellular CarcinomaLiver CancerMagnetic Resonance ImagingMedical ImagingTumor DifferentiationDeep Learning In RadiologyHepatic Tumor ImagingHepatocellular Carcinoma ImagingLiver Tumor CharacterizationLiver Tumor ClassificationLiver Tumor DetectionLiver Tumor Imaging

References

13

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

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

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten et al. · 2017 · 44.7K citations

Computing, Computer Science, Computer Vision +10

A survey of cross-validation procedures for model selection

2009 · 3.8K citations

Computing, Biostatistics, Decision Sciences +14

A survey of cross-validation procedures for model selection

Statistics Surveys · 2010 · 3.3K citations · Full text

Computing, Biostatistics, Decision Sciences +14