FocusNetv2: Imbalanced large and small organ segmentation with adversarial shape constraint for head and neck CT images

A Geometric Understanding of Deep Learning

(2020) Na Lei et al.   Engineering

Attentive neural cell instance segmentation

(2019) Jingru Yi et al.   MEDICAL IMAGE ANALYSIS

Hierarchical Vertex Regression-Based Segmentation of Head and Neck CT Images for Radiotherapy Planning

(2018) Zhensong Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

(2018) Ozan Oktay et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Interleaved 3D-CNNs for joint segmentation of small-volume structures in head and neck CT images

(2018) Xuhua Ren et al.   MEDICAL PHYSICS

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

(2018) Yuan Xue et al.   NEUROINFORMATICS

Spine-GAN: Semantic segmentation of multiple spinal structures

(2018) Zhongyi Han et al.   MEDICAL IMAGE ANALYSIS

Fully automatic multi-organ segmentation for head and neck cancer radiotherapy using shape representation model constrained fully convolutional neural networks

(2018) Nuo Tong et al.   MEDICAL PHYSICS

AnatomyNet: Deep learning for fast and fully automated whole-volume segmentation of head and neck anatomy

(2018) Wentao Zhu et al.   MEDICAL PHYSICS

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

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Evaluation of segmentation methods on head and neck CT: Auto-segmentation challenge 2015

(2017) Patrik F. Raudaschl et al.   MEDICAL PHYSICS

Segmentation of organs-at-risks in head and neck CT images using convolutional neural networks

(2017) Bulat Ibragimov et al.   MEDICAL PHYSICS

Deep 3D Convolutional Encoder Networks With Shortcuts for Multiscale Feature Integration Applied to Multiple Sclerosis Lesion Segmentation

(2016) Tom Brosch et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Tissue segmentation of head and neck CT images for treatment planning: A multiatlas approach combined with intensity modeling

(2013) Valerio Fortunati et al.   MEDICAL PHYSICS

Automated Brain Structure Segmentation Based on Atlas Registration and Appearance Models

(2011) Fedde van der Lijn et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Auto-segmentation of normal and target structures in head and neck CT images: A feature-driven model-based approach

(2011) Arish A. Qazi et al.   MEDICAL PHYSICS

Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain

(2007) B AVANTS et al.   MEDICAL IMAGE ANALYSIS