Fully automatic cross-modality localization and labeling of vertebral bodies and intervertebral discs in 3D spinal images

Detection and Labeling of Vertebrae in MR Images Using Deep Learning with Clinical Annotations as Training Data

(2017) Daniel Forsberg et al.   JOURNAL OF DIGITAL IMAGING

Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge

(2017) Guoyan Zheng et al.   MEDICAL IMAGE ANALYSIS

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Spine labeling in MRI via regularized distribution matching

(2017) Seyed-Parsa Hojjat et al.   International Journal of Computer Assisted Radiology and Surgery

Multi-modal vertebrae recognition using Transformed Deep Convolution Network

(2016) Yunliang Cai et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

On computerized methods for spine analysis in MRI: a systematic review

(2016) Marko Rak et al.   International Journal of Computer Assisted Radiology and Surgery

Multi-Modality Vertebra Recognition in Arbitrary Views Using 3D Deformable Hierarchical Model

(2015) Yunliang Cai et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

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

Localization and Segmentation of 3D Intervertebral Discs in MR Images by Data Driven Estimation

(2015) Cheng Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Fully Automatic Localization and Segmentation of 3D Vertebral Bodies from CT/MR Images via a Learning-Based Method

(2015) Chengwen Chu et al.   PLoS One

Robust Detection and Segmentation for Diagnosis of Vertebral Diseases Using Routine MR Images

(2014) Dženan Zukić et al.   COMPUTER GRAPHICS FORUM

VolHOG: A volumetric object recognition approach based on bivariate histograms of oriented gradients for vertebra detection in cervical spine MRI

(2014) Stefan Daenzer et al.   MEDICAL PHYSICS

Simultaneous Localization of Lumbar Vertebrae and Intervertebral Discs With SVM-Based MRF

(2013) Ayse Betul Oktay et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Automated landmarking and labeling of fully and partially scanned spinal columns in CT images

(2013) David Major et al.   MEDICAL IMAGE ANALYSIS

Spine detection in CT and MR using iterated marginal space learning

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

Labeling of Lumbar Discs Using Both Pixel- and Object-Level Features With a Two-Level Probabilistic Model

(2010) R S Alomari et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated detection of spinal centrelines, vertebral bodies and intervertebral discs in CT and MR images of lumbar spine

(2009) Darko Štern et al.   PHYSICS IN MEDICINE AND BIOLOGY