Survival prediction of patients suffering from glioblastoma based on two-branch DenseNet using multi-channel features

Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages

(2019) Dong Nie et al.   Scientific Reports

Pan-Renal Cell Carcinoma classification and survival prediction from histopathology images using deep learning

(2019) Sairam Tabibu et al.   Scientific Reports

A multimodal deep neural network for human breast cancer prognosis prediction by integrating multi-dimensional data

(2018) Dongdong Sun et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation

(2018) Yuan Xue et al.   NEUROINFORMATICS

Predicting survival time of lung cancer patients using radiomic analysis

(2017) Ahmad Chaddad et al.   Oncotarget

An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification

(2017) Ashnil Kumar et al.   IEEE Journal of Biomedical and Health Informatics

Deep learning predictions of survival based on MRI in amyotrophic lateral sclerosis

(2017) Hannelore K. van der Burgh et al.   NeuroImage-Clinical

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

(2017) Spyridon Bakas et al.   Scientific Data

Multimodal imaging patterns predict survival in recurrent glioblastoma patients treated with bevacizumab

(2016) Ken Chang et al.   NEURO-ONCOLOGY

CBTRUS Statistical Report: Primary Brain and Other Central Nervous System Tumors Diagnosed in the United States in 2009–2013

(2016) Quinn T. Ostrom et al.   NEURO-ONCOLOGY

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

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

The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository

(2013) Kenneth Clark et al.   JOURNAL OF DIGITAL IMAGING

CBTRUS Statistical Report: Primary Brain and Central Nervous System Tumors Diagnosed in the United States in 2005-2009

(2012) T. A. Dolecek et al.   NEURO-ONCOLOGY