Brain Tumor Segmentation and Survival Prediction Using Multimodal MRI Scans With Deep Learning

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Overall survival time prediction for high-grade glioma patients based on large-scale brain functional networks

(2018) Luyan Liu et al.   Brain Imaging and Behavior

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features

(2017) Spyridon Bakas et al.   Scientific Data

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Recent advances in the molecular understanding of glioblastoma

(2012) Fonnet E. Bleeker et al.   JOURNAL OF NEURO-ONCOLOGY

Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008

(2010) Jacques Ferlay et al.   INTERNATIONAL JOURNAL OF CANCER