語系:
繁體中文
English
說明(常見問題)
圖資館首頁
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Artificial intelligence and data min...
~
Jarboui, Bassem.
Artificial intelligence and data mining in healthcare
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Artificial intelligence and data mining in healthcareedited by Malek Masmoudi, Bassem Jarboui, Patrick Siarry.
其他作者:
Masmoudi, Malek.
出版者:
Cham :Springer International Publishing :2021.
面頁冊數:
xix, 195 p. :ill. (some col.), digital ;24 cm.
Contained By:
Springer Nature eBook
標題:
Artificial intelligenceMedical applications.
電子資源:
https://doi.org/10.1007/978-3-030-45240-7
ISBN:
9783030452407$q(electronic bk.)
Artificial intelligence and data mining in healthcare
Artificial intelligence and data mining in healthcare
[electronic resource] /edited by Malek Masmoudi, Bassem Jarboui, Patrick Siarry. - Cham :Springer International Publishing :2021. - xix, 195 p. :ill. (some col.), digital ;24 cm.
Artificial Intelligence for Healthcare Logistics: An Overview and Research Agenda -- Synergy Between Predictive Mining and Prescriptive Planning of Complex Patient Pathways Considering Process Discrepancies for Effective Hospital-Wide Decision Support -- Real-Time Capacity Management and Patient Flow Optimization in Hospitals Using AI Methods -- How Healthcare Expenditure Influences Life Expectancy: Case Study on Russian Regions -- Operating Theater Management System: Block-Scheduling -- An Immune Memory and a Negative Selection to Visualize Clinical Pathways from Electronic Health Records -- Optimized Medical Images Compression for Telemedicine Applications -- Online Variational Learning Using Finite Generalized Inverted Dirichlet Mixture Model with Feature Selection on Medical Data Sets -- Entropy-Based Variational Inference for Semi-bounded Data Clustering in Medical Applications.
This book presents recent work on healthcare management and engineering using artificial intelligence and data mining techniques. Specific topics covered in the contributed chapters include predictive mining, decision support, capacity management, patient flow optimization, image compression, data clustering, and feature selection. The content will be valuable for researchers and postgraduate students in computer science, information technology, industrial engineering, and applied mathematics.
ISBN: 9783030452407$q(electronic bk.)
Standard No.: 10.1007/978-3-030-45240-7doiSubjects--Topical Terms:
237917
Artificial intelligence
--Medical applications.
LC Class. No.: R859.7.A78 / A77 2021
Dewey Class. No.: 610.28563
Artificial intelligence and data mining in healthcare
LDR
:02424nmm a2200325 a 4500
001
596928
003
DE-He213
005
20210125112015.0
006
m d
007
cr nn 008maaau
008
211019s2021 sz s 0 eng d
020
$a
9783030452407$q(electronic bk.)
020
$a
9783030452391$q(paper)
024
7
$a
10.1007/978-3-030-45240-7
$2
doi
035
$a
978-3-030-45240-7
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
R859.7.A78
$b
A77 2021
072
7
$a
UYQ
$2
bicssc
072
7
$a
COM004000
$2
bisacsh
072
7
$a
UYQ
$2
thema
082
0 4
$a
610.28563
$2
23
090
$a
R859.7.A78
$b
A791 2021
245
0 0
$a
Artificial intelligence and data mining in healthcare
$h
[electronic resource] /
$c
edited by Malek Masmoudi, Bassem Jarboui, Patrick Siarry.
260
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2021.
300
$a
xix, 195 p. :
$b
ill. (some col.), digital ;
$c
24 cm.
505
0
$a
Artificial Intelligence for Healthcare Logistics: An Overview and Research Agenda -- Synergy Between Predictive Mining and Prescriptive Planning of Complex Patient Pathways Considering Process Discrepancies for Effective Hospital-Wide Decision Support -- Real-Time Capacity Management and Patient Flow Optimization in Hospitals Using AI Methods -- How Healthcare Expenditure Influences Life Expectancy: Case Study on Russian Regions -- Operating Theater Management System: Block-Scheduling -- An Immune Memory and a Negative Selection to Visualize Clinical Pathways from Electronic Health Records -- Optimized Medical Images Compression for Telemedicine Applications -- Online Variational Learning Using Finite Generalized Inverted Dirichlet Mixture Model with Feature Selection on Medical Data Sets -- Entropy-Based Variational Inference for Semi-bounded Data Clustering in Medical Applications.
520
$a
This book presents recent work on healthcare management and engineering using artificial intelligence and data mining techniques. Specific topics covered in the contributed chapters include predictive mining, decision support, capacity management, patient flow optimization, image compression, data clustering, and feature selection. The content will be valuable for researchers and postgraduate students in computer science, information technology, industrial engineering, and applied mathematics.
650
0
$a
Artificial intelligence
$x
Medical applications.
$3
237917
650
0
$a
Health services administration
$x
Data processing.
$3
250131
650
0
$a
Medical informatics.
$3
196487
650
0
$a
Data mining.
$3
184440
650
1 4
$a
Artificial Intelligence.
$3
212515
650
2 4
$a
Computational Intelligence.
$3
338479
650
2 4
$a
Health Care Management.
$3
674996
650
2 4
$a
Health Informatics.
$3
274212
700
1
$a
Masmoudi, Malek.
$3
889956
700
1
$a
Jarboui, Bassem.
$3
699251
700
1
$a
Siarry, Patrick.
$3
243393
710
2
$a
SpringerLink (Online service)
$3
273601
773
0
$t
Springer Nature eBook
856
4 0
$u
https://doi.org/10.1007/978-3-030-45240-7
950
$a
Computer Science (SpringerNature-11645)
筆 0 讀者評論
全部
電子館藏
館藏
1 筆 • 頁數 1 •
1
條碼號
館藏地
館藏流通類別
資料類型
索書號
使用類型
借閱狀態
預約狀態
備註欄
附件
000000195658
電子館藏
1圖書
電子書
EB R859.7.A78 A791 2021 2021
一般使用(Normal)
在架
0
1 筆 • 頁數 1 •
1
多媒體
多媒體檔案
https://doi.org/10.1007/978-3-030-45240-7
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼
登入