Concepedia

Computer-Aided Pathologic Diagnosis of Nasopharyngeal Carcinoma Based on Deep Learning

Songhui Diao, Jiaxin Hou, Hong Yu, Xia Zhao, Yi-Kang Sun, R. Lambo, Yaoqin Xie, Lei Liu, Wenjian Qin, Weiren Luo

American Journal Of Pathology · 2020 · 41 citations · 21 references

Open access

Concepts

MedicineComputer SciencePathologyComputer VisionMachine LearningTumor PathologyCancer DetectionCancer DiagnosisComputer-aided DiagnosisDeep LearningNasopharyngeal CancerTumor ClassificationComputer-aided Tumor DiagnosisConvolutional Neural Network DetectionDeep Learning-based DiagnosisDeep Learning-based Lesion ClassificationImage-based Tumor DetectionNasopharyngeal ImagingTumor Candidate Detection

References

21

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

The Measurement of Observer Agreement for Categorical Data

J. Richard Landis, Gary G. Koch · Biometrics · 1977 · 78.9K citations · Full text

Public Health, Biostatistics, Categorical Data Analysis +12

ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su et al. · International Journal of Computer Vision · 2015 · 40.2K citations

Computing, Computer Science, Computer Vision +9

Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe et al. · 2016 · 30.9K citations

Computing, Computer Science, Computer Vision +13

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

Nicolas Coudray, Paolo Ocampo, Theodore Sakellaropoulos et al. · Nature Medicine · 2018 · 2.9K citations · Full text

Medicine, Oncology, Pathology +14