東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Pathological brain detection

Wang, Shui-Hua.

Linked to FindBook

Google Book

Amazon

博客來

Pathological brain detection

Record Type:	Electronic resources : Monograph/item
Title/Author:	Pathological brain detection/ by Shui-Hua Wang ... [et al.].
other author:	Wang, Shui-Hua.
Published:	Singapore :Springer Singapore : : 2018.,
Description:	xxvi, 214 p. :ill., digital ;24 cm.
[NT 15003449]:	1 Basics of Pathological Brain Detection (PBD) -- 2 Neuroimaging Modalities: Strengths and Weaknesses -- 3 Image Preprocessing for Pathological Brain Detection: A Summary -- 4 Canonical Feature Extraction Methods for Structural Magnetic Resonance Imaging -- 5 Multi-scale and Multi-resolution Features for Structural Magnetic Resonance Imaging -- 6 Dimensionality Reduction of Brain Image Features -- 7 Classification Methods for Pathological Brain Detection -- 8 Weight Optimization of Classifiers for Pathological Brain Detection -- 9 Comparison of Current PBD Systems.
Contained By:	Springer eBooks
Subject:	Neuroinformatics. -
Online resource:	http://dx.doi.org/10.1007/978-981-10-4026-9
ISBN:	9789811040269

Pathological brain detection
Pathological brain detection[electronic resource] /by Shui-Hua Wang ... [et al.]. - Singapore :Springer Singapore :2018. - xxvi, 214 p. :ill., digital ;24 cm. - Brain informatics and health,2367-1742. - Brain informatics and health..

1 Basics of Pathological Brain Detection (PBD) -- 2 Neuroimaging Modalities: Strengths and Weaknesses -- 3 Image Preprocessing for Pathological Brain Detection: A Summary -- 4 Canonical Feature Extraction Methods for Structural Magnetic Resonance Imaging -- 5 Multi-scale and Multi-resolution Features for Structural Magnetic Resonance Imaging -- 6 Dimensionality Reduction of Brain Image Features -- 7 Classification Methods for Pathological Brain Detection -- 8 Weight Optimization of Classifiers for Pathological Brain Detection -- 9 Comparison of Current PBD Systems.

This book provides detailed practical guidelines on how to develop an efficient pathological brain detection system, reflecting the latest advances in the computer-aided diagnosis of structural magnetic resonance brain images. Matlab codes are provided for most of the functions described. In addition, the book equips readers to easily develop the pathological brain detection system further on their own and apply the technologies to other research fields, such as Alzheimer's detection, multiple sclerosis detection, etc.

ISBN: 9789811040269

Standard No.: 10.1007/978-981-10-4026-9doiSubjects--Topical Terms:

722508
Neuroinformatics.

LC Class. No.: QP357.5

Dewey Class. No.: 616.800285

Pathological brain detection
LDR:02137nmm a2200349 a 4500 001 2152130
003 DE-He213
005 20180720212815.0
006 m d
007 cr nn 008maaau
008 190403s2018 si s 0 eng d
020 $a 9789811040269 $q (electronic bk.)
020 $a 9789811040252 $q (paper)
024 7 $a 10.1007/978-981-10-4026-9 $2 doi
035 $a 978-981-10-4026-9
040 $a GP $c GP
041 0 $a eng
050 4 $a QP357.5
072 7 $a UYT $2 bicssc
072 7 $a UYQV $2 bicssc
072 7 $a COM012000 $2 bisacsh
072 7 $a COM016000 $2 bisacsh
082 0 4 $a 616.800285 $2 23
090 $a QP357.5 $b .P297 2018
245 0 0 $a Pathological brain detection $h [electronic resource] / $c by Shui-Hua Wang ... [et al.].
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2018.
300 $a xxvi, 214 p. : $b ill., digital ; $c 24 cm.
490 1 $a Brain informatics and health, $x 2367-1742
505 0 $a 1 Basics of Pathological Brain Detection (PBD) -- 2 Neuroimaging Modalities: Strengths and Weaknesses -- 3 Image Preprocessing for Pathological Brain Detection: A Summary -- 4 Canonical Feature Extraction Methods for Structural Magnetic Resonance Imaging -- 5 Multi-scale and Multi-resolution Features for Structural Magnetic Resonance Imaging -- 6 Dimensionality Reduction of Brain Image Features -- 7 Classification Methods for Pathological Brain Detection -- 8 Weight Optimization of Classifiers for Pathological Brain Detection -- 9 Comparison of Current PBD Systems.
520 $a This book provides detailed practical guidelines on how to develop an efficient pathological brain detection system, reflecting the latest advances in the computer-aided diagnosis of structural magnetic resonance brain images. Matlab codes are provided for most of the functions described. In addition, the book equips readers to easily develop the pathological brain detection system further on their own and apply the technologies to other research fields, such as Alzheimer's detection, multiple sclerosis detection, etc.
650 0 $a Neuroinformatics. $3 722508
650 0 $a Machine learning. $3 533906
650 0 $a Computational neuroscience. $3 610819
650 1 4 $a Computer Science. $3 626642
650 2 4 $a Image Processing and Computer Vision. $3 891070
650 2 4 $a Pattern Recognition. $3 891045
650 2 4 $a Diagnostic Radiology. $3 891111
650 2 4 $a Neuroradiology. $3 894321
700 1 $a Wang, Shui-Hua. $3 3338136
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a Brain informatics and health. $3 3338137
856 4 0 $u http://dx.doi.org/10.1007/978-981-10-4026-9
950 $a Computer Science (Springer-11645)