VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images

Radiology reporting of osteoporotic vertebral fragility fractures on computed tomography studies: results of a UK national audit

(2020) David C. Howlett et al.   EUROPEAN RADIOLOGY

Evaluation of a multiview architecture for automatic vertebral labeling of palliative radiotherapy simulation CT images

(2020) Tucker Netherton et al.   MEDICAL PHYSICS

Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization

(2019) Christian Payer et al.   MEDICAL IMAGE ANALYSIS

Iterative fully convolutional neural networks for automatic vertebra segmentation and identification

(2019) Nikolas Lessmann et al.   MEDICAL IMAGE ANALYSIS

Deep convolutional neural network Inception-v3 model for differential diagnosing of lymph node in cytological images: a pilot study

(2019) Qing Guan et al.   Annals of Translational Medicine

Effect of the intervertebral disc on vertebral bone strength prediction: a Finite-Element study

(2019) D. Praveen Anitha et al.   Spine Journal

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

(2019) Zongwei Zhou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Joint Vertebrae Identification and Localization in Spinal CT Images by Combining Short- and Long-Range Contextual Information

(2018) Haofu Liao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Statistical Nearest Neighbors for Image Denoising

(2018) Iuri Frosio et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Why rankings of biomedical image analysis competitions should be interpreted with care

(2018) Lena Maier-Hein et al.   Nature Communications

Classification of normal sagittal spine alignment: refounding the Roussouly classification

(2017) Féthi Laouissat et al.   EUROPEAN SPINE JOURNAL

Segmentation of Pathological Structures by Landmark-Assisted Deformable Models

(2017) Bulat Ibragimov et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Automatic detection of vertebral number abnormalities in body CT images

(2017) Shouhei Hanaoka et al.   International Journal of Computer Assisted Radiology and Surgery

A multi-center milestone study of clinical vertebral CT segmentation

(2016) Jianhua Yao et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Automatic segmentation of vertebral contours from CT images using fuzzy corners

(2016) Jiyo S. Athertya et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Fundamental biomechanics of the spine—What we have learned in the past 25 years and future directions

(2016) Thomas R. Oxland   JOURNAL OF BIOMECHANICS

Accurate Segmentation of Vertebral Bodies and Processes Using Statistical Shape Decomposition and Conditional Models

(2015) Marco Pereanez et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

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

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Statistical Interspace Models (SIMs): Application to Robust 3D Spine Segmentation

(2015) Isaac Castro-Mateos et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Framework for Automated Spine and Vertebrae Interpolation-Based Detection and Model-Based Segmentation

(2015) Robert Korez et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

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

(2015) Abdel Aziz Taha et al.   BMC 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

Shape Representation for Efficient Landmark-Based Segmentation in 3-D

(2014) Bulat Ibragimov et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Spine Segmentation in Medical Images Using Manifold Embeddings and Higher-Order MRFs

(2013) S. Kadoury et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Lumbar Spine Segmentation Using a Statistical Multi-Vertebrae Anatomical Shape+Pose Model

(2013) Abtin Rasoulian et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2013) David Major 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

Parametric modelling and segmentation of vertebral bodies in 3D CT and MR spine images

(2011) Darko Štern et al.   PHYSICS IN MEDICINE AND BIOLOGY

elastix: A Toolbox for Intensity-Based Medical Image Registration

(2009) S. Klein et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated model-based vertebra detection, identification, and segmentation in CT images

(2009) Tobias Klinder et al.   MEDICAL IMAGE ANALYSIS

Significance of sagittal reformations in routine thoracic and abdominal multislice CT studies for detecting osteoporotic fractures and other spine abnormalities

(2008) Dirk Müller et al.   EUROPEAN RADIOLOGY

Under-reporting of osteoporotic vertebral fractures on computed tomography

(2007) Alexandra L. Williams et al.   EUROPEAN JOURNAL OF RADIOLOGY