國立高雄大學圖資館 |

Language: English

Back

Shape in Medical ImagingInternationa...

(1998 :)

Shape in Medical ImagingInternational Workshop, ShapeMI 2020, held in conjunction with MICCAI 2020, Lima, Peru, October 4, 2020 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Shape in Medical Imagingedited by Martin Reuter ... [et al.].
Reminder of title:	International Workshop, ShapeMI 2020, held in conjunction with MICCAI 2020, Lima, Peru, October 4, 2020 : proceedings /
remainder title:	ShapeMI 2020
other author:	Reuter, Martin.
corporate name:
Published:	Cham :Springer International Publishing :2020.
Description:	viii, 156 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Diagnostic imagingCongresses.Data processing
Online resource:	https://doi.org/10.1007/978-3-030-61056-2
ISBN:	9783030610562$q(electronic bk.)

Shape in Medical ImagingInternational Workshop, ShapeMI 2020, held in conjunction with MICCAI 2020, Lima, Peru, October 4, 2020 : proceedings /
Shape in Medical ImagingInternational Workshop, ShapeMI 2020, held in conjunction with MICCAI 2020, Lima, Peru, October 4, 2020 : proceedings /[electronic resource] :ShapeMI 2020edited by Martin Reuter ... [et al.]. - Cham :Springer International Publishing :2020. - viii, 156 p. :ill., digital ;24 cm. - Lecture notes in computer science,124740302-9743 ;. - Lecture notes in computer science ;4891..

Methods -- Composition of Transformations in the Registration of Sets of Points or Oriented Points -- Uncertainty reduction in contour-based 3D/2D registration of bone surfaces -- Learning Shape Priors from Pieces -- Bi-invariant Two-Sample Tests in Lie Groups for Shape Analysis -- Learning -- Uncertain-DeepSSM: From Images to Probabilistic Shape Models -- D-Net: Siamese based Network for Arbitrarily Oriented Volume Alignment -- A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data From the Osteoarthritis Initiative -- Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes -- Applications -- Combined Estimation of Shape and Pose for Statistical Analysis of Articulating Joints -- Learning a statistical full spine model from partial observations -- Morphology-based individual vertebrae classification -- Patient Specific Classification of Dental Root Canal and Crown Shape.

This book constitutes the proceedings of the International Workshop on Shape in Medical Imaging, ShapeMI 2020, which was held in conjunction with the 23rd International Conference on Medical Image Computing and Computer Assistend Intervention, MICCAI 2020, in October 2020. The conference was planned to take place in Lima, Peru, but changed to a virtual format due to the COVID-19 pandemic. The 12 full papers included in this volume were carefully reviewed and selected from 18 submissions. They were organized in topical sections named: methods; learning; and applications.

ISBN: 9783030610562$q(electronic bk.)

Standard No.: 10.1007/978-3-030-61056-2doiSubjects--Topical Terms:

445765
Diagnostic imaging
--Data processing--Congresses.

LC Class. No.: RC78.7.D53

Dewey Class. No.: 616.0754

Shape in Medical ImagingInternational Workshop, ShapeMI 2020, held in conjunction with MICCAI 2020, Lima, Peru, October 4, 2020 : proceedings /
LDR:02922nmm a2200385 a 4500 001 586007
003 DE-He213
005 20201002201605.0
006 m d
007 cr nn 008maaau
008 210323s2020 sz s 0 eng d
020 $a 9783030610562$q(electronic bk.)
020 $a 9783030610555$q(paper)
024 7 $a 10.1007/978-3-030-61056-2 $2 doi
035 $a 978-3-030-61056-2
040 $a GP $c GP
041 0 $a eng
050 4 $a RC78.7.D53
072 7 $a UYT $2 bicssc
072 7 $a COM012000 $2 bisacsh
072 7 $a UYT $2 thema
072 7 $a UYQV $2 thema
082 0 4 $a 616.0754 $2 23
090 $a RC78.7.D53 $b S529 2020
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Shape in Medical Imaging $h [electronic resource] : $b International Workshop, ShapeMI 2020, held in conjunction with MICCAI 2020, Lima, Peru, October 4, 2020 : proceedings / $c edited by Martin Reuter ... [et al.].
246 3 $a ShapeMI 2020
246 3 $a MICCAI 2020
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a viii, 156 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 12474
490 1 $a Image processing, computer vision, pattern recognition, and graphics
505 0 $a Methods -- Composition of Transformations in the Registration of Sets of Points or Oriented Points -- Uncertainty reduction in contour-based 3D/2D registration of bone surfaces -- Learning Shape Priors from Pieces -- Bi-invariant Two-Sample Tests in Lie Groups for Shape Analysis -- Learning -- Uncertain-DeepSSM: From Images to Probabilistic Shape Models -- D-Net: Siamese based Network for Arbitrarily Oriented Volume Alignment -- A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data From the Osteoarthritis Initiative -- Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes -- Applications -- Combined Estimation of Shape and Pose for Statistical Analysis of Articulating Joints -- Learning a statistical full spine model from partial observations -- Morphology-based individual vertebrae classification -- Patient Specific Classification of Dental Root Canal and Crown Shape.
520 $a This book constitutes the proceedings of the International Workshop on Shape in Medical Imaging, ShapeMI 2020, which was held in conjunction with the 23rd International Conference on Medical Image Computing and Computer Assistend Intervention, MICCAI 2020, in October 2020. The conference was planned to take place in Lima, Peru, but changed to a virtual format due to the COVID-19 pandemic. The 12 full papers included in this volume were carefully reviewed and selected from 18 submissions. They were organized in topical sections named: methods; learning; and applications.
650 0 $a Diagnostic imaging $x Data processing $v Congresses. $3 445765
650 0 $a Diagnostic imaging $x Digital techniques $v Congresses. $3 445235
650 1 4 $a Image Processing and Computer Vision. $3 274051
650 2 4 $a Computer Applications. $3 273760
650 2 4 $a Machine Learning. $3 833608
650 2 4 $a Special Purpose and Application-Based Systems. $3 274487
650 2 4 $a Pattern Recognition. $3 273706
700 1 $a Reuter, Martin. $3 714182
710 2 $a SpringerLink (Online service) $3 273601
711 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
830 0 $a Image processing, computer vision, pattern recognition, and graphics. $3 823073
856 4 0 $u https://doi.org/10.1007/978-3-030-61056-2
950 $a Computer Science (SpringerNature-11645)