Dimensionality Reduction Hybrid U-Net for Brain Extraction in Magnetic Resonance Imaging

Histogram of Oriented Gradients meet deep learning: A novel multi-task deep network for 2D surgical image semantic segmentation

(2023) Binod Bhattarai et al.   MEDICAL IMAGE ANALYSIS

iBEAT V2.0: a multisite-applicable, deep learning-based pipeline for infant cerebral cortical surface reconstruction

(2023) Li Wang et al.   Nature Protocols

Automated 2D Slice-Based Skull Stripping Multi-View Ensemble Model on NFBS and IBSR Datasets

(2022) Anam Fatima et al.   JOURNAL OF DIGITAL IMAGING

A general skull stripping of multiparametric brain MRIs using 3D convolutional neural network

(2022) Linmin Pei et al.   Scientific Reports

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

(2020) Fabian Isensee et al.   NATURE METHODS

OBELISK-Net: Fewer layers to solve 3D multi-organ segmentation with sparse deformable convolutions

(2019) Mattias P. Heinrich et al.   MEDICAL IMAGE ANALYSIS

Fully automated 3D segmentation and separation of multiple cervical vertebrae in CT images using a 2D convolutional neural network

(2019) Hyun-Jin Bae et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Anatomical Attention Guided Deep Networks for ROI Segmentation of Brain MR Images

(2019) Liang Sun et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated brain extraction and immersive exploration of its layers in virtual reality for the rhesus macaque MRI data sets

(2018) Yanlin Luo et al.   COMPUTER ANIMATION AND VIRTUAL WORLDS

Auto-Context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging

(2017) Seyed Sadegh Mohseni Salehi et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep MRI brain extraction: A 3D convolutional neural network for skull stripping

(2016) Jens Kleesiek et al.   NEUROIMAGE

Robust Brain Extraction Across Datasets and Comparison With Publicly Available Methods

(2011) J. E. Iglesias et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Online resource for validation of brain segmentation methods

(2008) David W. Shattuck et al.   NEUROIMAGE