Segmentation of Multi-Modal MRI Brain Tumor Sub-Regions Using Deep Learning

A deep learning model integrating SK-TPCNN and random forests for brain tumor segmentation in MRI

(2019) Tiejun Yang et al.   Biocybernetics and Biomedical Engineering

CBTRUS Statistical Report: Primary Brain and Other Central Nervous System Tumors Diagnosed in the United States in 2012–2016

(2019) Quinn T Ostrom et al.   NEURO-ONCOLOGY

Brain tumor segmentation in multi-spectral MRI using convolutional neural networks (CNN)

(2018) Sajid Iqbal et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions

(2017) Zeynettin Akkus et al.   JOURNAL OF DIGITAL IMAGING

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Brain tumor segmentation with Deep Neural Networks

(2017) Mohammad Havaei et al.   MEDICAL IMAGE ANALYSIS

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2016) Sergio Pereira et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING