Brain tumor prediction on MR images with semantic segmentation by using deep learning network and 3D imaging of tumor region

A Uniform Architecture Design for Accelerating 2D and 3D CNNs on FPGAs

(2019) Zhiqiang Liu et al.   Electronics

A gentle introduction to deep learning in medical image processing

(2019) Andreas Maier et al.   Zeitschrift fur Medizinische Physik

Fast and Precise Hippocampus Segmentation Through Deep Convolutional Neural Network Ensembles and Transfer Learning

(2019) Dimitrios Ataloglou et al.   NEUROINFORMATICS

Deep Learning for Semantic Segmentation vs. Classification in Computational Pathology: Application to Mitosis Analysis in Breast Cancer Grading

(2019) Gabriel Jiménez et al.   Frontiers in Bioengineering and Biotechnology

Skip-connected 3D DenseNet for volumetric infant brain MRI segmentation

(2019) Toan Duc Bui et al.   Biomedical Signal Processing and Control

A review on brain tumor segmentation of MRI images

(2019) Anjali Wadhwa et al.   MAGNETIC RESONANCE IMAGING

A review on brain tumor diagnosis from MRI images: Practical implications, key achievements, and lessons learned

(2019) Mahmoud Khaled Abd-Ellah et al.   MAGNETIC RESONANCE IMAGING

Multi-projection deep learning network for segmentation of 3D medical images

(2019) Rarasmaya Indraswari et al.   PATTERN RECOGNITION LETTERS

Multi-scale classification of single-cell gel electrophoresis assay using deep learning algorithm

(2019) Aykut Erdamar et al.   Biomedical Signal Processing and Control

A variant form of 3D-UNet for infant brain segmentation

(2019) Saqib Qamar et al.   Future Generation Computer Systems-The International Journal of eScience

A novel enhanced softmax loss function for brain tumour detection using deep learning

(2019) Sunil Maharjan et al.   JOURNAL OF NEUROSCIENCE METHODS

MRI based medical image analysis: Survey on brain tumor grade classification

(2018) Geethu Mohan et al.   Biomedical Signal Processing and Control

Segmentation of histological images and fibrosis identification with a convolutional neural network

(2018) Xiaohang Fu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Segmentation of brain MRI using active contour model

(2017) Amira Ben Rabeh et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

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

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Segmentation of Brain Tumors in MRI Images Using Three-Dimensional Active Contour without Edge

(2016) Ali Hasan et al.   Symmetry-Basel

3D reconstruction of medical images from slices automatically landmarked with growing neural models

(2015) Anastassia Angelopoulou et al.   NEUROCOMPUTING

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation

(2015) Wenlu Zhang et al.   NEUROIMAGE

Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool

(2015) Abdel Aziz Taha et al.   BMC MEDICAL IMAGING

Computer-aided diagnosis of human brain tumor through MRI: A survey and a new algorithm

(2014) El-Sayed A. El-Dahshan et al.   EXPERT SYSTEMS WITH APPLICATIONS

State of the art survey on MRI brain tumor segmentation

(2013) Nelly Gordillo et al.   MAGNETIC RESONANCE IMAGING

Segmentation of neonatal brain MR images using patch-driven level sets

(2013) Li Wang et al.   NEUROIMAGE

Magnetic resonance imaging of the newborn brain: Manual segmentation of labelled atlases in term-born and preterm infants

(2012) Ioannis S. Gousias et al.   NEUROIMAGE

Construction of multi-region-multi-reference atlases for neonatal brain MRI segmentation

(2010) Feng Shi et al.   NEUROIMAGE

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT