A generic deep learning framework to classify thyroid and breast lesions in ultrasound images

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

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 61.8K citations

Computing, Computer Science, Computer Vision +12

A survey on Image Data Augmentation for Deep Learning

Connor Shorten, Taghi M. Khoshgoftaar · Journal Of Big Data · 2019 · 12.4K citations · Full text

Computing, Computer Science, Biomedical Imaging +12

A deep learning framework for supporting the classification of breast lesions in ultrasound images

Seokmin Han, Ho-Kyung Kang, Ja-Yeon Jeong et al. · Physics in Medicine and Biology · 2017 · 359 citations

Computing, Computer Science, Radiology +17

A systematic survey of computer-aided diagnosis in medicine: Past and present developments

Juri Yanase, Evangelos Triantaphyllou · Expert Systems with Applications · 2019 · 300 citations · Full text

Medicine, Biomedical Informatics, Health Informatics +16