ResAttenGAN: Simultaneous segmentation of multiple spinal structures on axial lumbar MRI image using residual attention and adversarial learning

An effective approach for CT lung segmentation using mask region-based convolutional neural networks

(2020) Qinhua Hu et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

An integrated deep learning framework for joint segmentation of blood pool and myocardium

(2020) Xiuquan Du et al.   MEDICAL IMAGE ANALYSIS

Fully convolutional attention network for biomedical image segmentation

(2020) Junlong Cheng et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Automated hematoma segmentation and outcome prediction for patients with traumatic brain injury

(2020) Heming Yao et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation

(2020) Zhongyi Han et al.   MEDICAL IMAGE ANALYSIS

Joint segmentation and classification of retinal arteries/veins from fundus images

(2019) Fantin Girard et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Iterative fully convolutional neural networks for automatic vertebra segmentation and identification

(2019) Nikolas Lessmann et al.   MEDICAL IMAGE ANALYSIS

Multi-planar 3D breast segmentation in MRI via deep convolutional neural networks

(2019) Gabriele Piantadosi et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Spine-GAN: Semantic segmentation of multiple spinal structures

(2018) Zhongyi Han et al.   MEDICAL IMAGE ANALYSIS

Splenomegaly Segmentation on Multi-Modal MRI Using Deep Convolutional Networks

(2018) Yuankai Huo et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Regression Segmentation for $M^{3}$ Spinal Images

(2015) Zhijie Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Performance of statistical models of shape and appearance for semiautomatic segmentations of spinal vertebrae T4–L4 on digitized vertebral fracture assessment images

(2015) Robert van der Velde et al.   Spine Journal

Spine detection in CT and MR using iterated marginal space learning

(2012) B. Michael Kelm et al.   MEDICAL IMAGE ANALYSIS

Automatic inference of articulated spine models in CT images using high-order Markov Random Fields

(2011) Samuel Kadoury et al.   MEDICAL IMAGE ANALYSIS

Atlas-Based Segmentation of Degenerated Lumbar Intervertebral Discs From MR Images of the Spine

(2009) S.K. Michopoulou et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING