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Computational Methods and Clinical Applications for Spine Imaging (Workshop) (2018 :)

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Computational methods and clinical applications for spine imaging = 5th International Workshop and Challenge, CSI 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Computational methods and clinical applications for spine imaging/ edited by Guoyan Zheng ... [et al.].
Reminder of title:	5th International Workshop and Challenge, CSI 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018 : revised selected papers /
remainder title:	CSI 2018
other author:	Zheng, Guoyan.
corporate name:	Computational Methods and Clinical Applications for Spine Imaging (Workshop)
Published:	Cham :Springer International Publishing : : 2019.,
Description:	x, 181 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Spinal Cord Gray Matter-White Matter Segmentation on Magnetic Resonance AMIRA Images with MD-GRU -- Predicting Scoliosis in DXA Scans Using Intermediate Representations -- Fast Registration of CT with Intra-operative Ultrasound Images for Spine Surgery -- Automated Grading of Modic Changes Using CNNs - Improving the Performance with Mix-up -- Error Estimation for Appearance Model Segmentation of Musculoskeletal Structures Using Multiple, Independent Sub-models -- Automated Segmentation of Intervertebral Disc using Fully Dilated Separable Deep Neural Networks -- Intensity Standardization of Skeleton in Follow-up Whole-Body MRI -- Towards a Deformable Multi-Surface Approach to Ligamentous Spine Models for Predictive Simulation-Based Scoliosis Surgery Planning -- Intervertebral Disc Segmentation Using Mathematical Morphology--A CNN-Free Approach.
Contained By:	Springer eBooks
Subject:	Spine - Congresses. - Imaging -
Online resource:	https://doi.org/10.1007/978-3-030-13736-6
ISBN:	9783030137366

Computational methods and clinical applications for spine imaging = 5th International Workshop and Challenge, CSI 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018 : revised selected papers /
Computational methods and clinical applications for spine imaging5th International Workshop and Challenge, CSI 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018 : revised selected papers /[electronic resource] :CSI 2018edited by Guoyan Zheng ... [et al.]. - Cham :Springer International Publishing :2019. - x, 181 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,113970302-9743 ;. - Lecture notes in computer science ;11397..

Spinal Cord Gray Matter-White Matter Segmentation on Magnetic Resonance AMIRA Images with MD-GRU -- Predicting Scoliosis in DXA Scans Using Intermediate Representations -- Fast Registration of CT with Intra-operative Ultrasound Images for Spine Surgery -- Automated Grading of Modic Changes Using CNNs - Improving the Performance with Mix-up -- Error Estimation for Appearance Model Segmentation of Musculoskeletal Structures Using Multiple, Independent Sub-models -- Automated Segmentation of Intervertebral Disc using Fully Dilated Separable Deep Neural Networks -- Intensity Standardization of Skeleton in Follow-up Whole-Body MRI -- Towards a Deformable Multi-Surface Approach to Ligamentous Spine Models for Predictive Simulation-Based Scoliosis Surgery Planning -- Intervertebral Disc Segmentation Using Mathematical Morphology--A CNN-Free Approach.

This book constitutes the refereed proceedings of the 5th International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 8 full papers presented together with 8 short papers and 1 keynote were carefully reviewed and selected for inclusion in this volume. Papers on novel methodology and clinical research, and also papers which demonstrate the performance of methods on the provided challenges, the aim is to cover both theoretical and very practical aspects of computerized spinal imaging.

ISBN: 9783030137366

Standard No.: 10.1007/978-3-030-13736-6doiSubjects--Topical Terms:

3209882
Spine
--Imaging--Congresses.

LC Class. No.: RD768 / .C647 2018

Dewey Class. No.: 616.730754

Computational methods and clinical applications for spine imaging = 5th International Workshop and Challenge, CSI 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018 : revised selected papers /
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245 1 0 $a Computational methods and clinical applications for spine imaging $h [electronic resource] : $b 5th International Workshop and Challenge, CSI 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018 : revised selected papers / $c edited by Guoyan Zheng ... [et al.].
246 3 $a CSI 2018
246 3 $a MICCAI 2018
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a x, 181 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 11397
490 1 $a Image processing, computer vision, pattern recognition, and graphics
505 0 $a Spinal Cord Gray Matter-White Matter Segmentation on Magnetic Resonance AMIRA Images with MD-GRU -- Predicting Scoliosis in DXA Scans Using Intermediate Representations -- Fast Registration of CT with Intra-operative Ultrasound Images for Spine Surgery -- Automated Grading of Modic Changes Using CNNs - Improving the Performance with Mix-up -- Error Estimation for Appearance Model Segmentation of Musculoskeletal Structures Using Multiple, Independent Sub-models -- Automated Segmentation of Intervertebral Disc using Fully Dilated Separable Deep Neural Networks -- Intensity Standardization of Skeleton in Follow-up Whole-Body MRI -- Towards a Deformable Multi-Surface Approach to Ligamentous Spine Models for Predictive Simulation-Based Scoliosis Surgery Planning -- Intervertebral Disc Segmentation Using Mathematical Morphology--A CNN-Free Approach.
520 $a This book constitutes the refereed proceedings of the 5th International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 8 full papers presented together with 8 short papers and 1 keynote were carefully reviewed and selected for inclusion in this volume. Papers on novel methodology and clinical research, and also papers which demonstrate the performance of methods on the provided challenges, the aim is to cover both theoretical and very practical aspects of computerized spinal imaging.
650 0 $a Spine $x Imaging $v Congresses. $3 3209882
650 1 4 $a Image Processing and Computer Vision. $3 891070
650 2 4 $a Health Informatics. $3 892928
650 2 4 $a Computer Communication Networks. $3 775497
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Computer Hardware. $3 892776
700 1 $a Zheng, Guoyan. $3 2179962
710 2 $a SpringerLink (Online service) $3 836513
711 2 $a International Conference on Medical Image Computing and Computer-Assisted Intervention $n (21st : $d 2018 : $c Granada, Spain) $3 3382535
773 0 $t Springer eBooks
830 0 $a Lecture notes in computer science ; $v 11397. $3 3386312
830 0 $a Image processing, computer vision, pattern recognition, and graphics. $3 3382509
856 4 0 $u https://doi.org/10.1007/978-3-030-13736-6
950 $a Computer Science (Springer-11645)