語系:
繁體中文
English
說明(常見問題)
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Understanding and Interpreting Machi...
~
Löfstedt, Tommy.
Understanding and Interpreting Machine Learning in Medical Image Computing Applications = First International Workshops, MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Understanding and Interpreting Machine Learning in Medical Image Computing Applications/ edited by Danail Stoyanov, Zeike Taylor, Seyed Mostafa Kia, Ipek Oguz, Mauricio Reyes, Anne Martel, Lena Maier-Hein, Andre F. Marquand, Edouard Duchesnay, Tommy Löfstedt, Bennett Landman, M. Jorge Cardoso, Carlos A. Silva, Sergio Pereira, Raphael Meier.
其他題名:
First International Workshops, MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings /
其他作者:
Stoyanov, Danail.
面頁冊數:
XVI, 149 p. 60 illus.online resource. :
Contained By:
Springer Nature eBook
標題:
Optical data processing. -
電子資源:
https://doi.org/10.1007/978-3-030-02628-8
ISBN:
9783030026288
Understanding and Interpreting Machine Learning in Medical Image Computing Applications = First International Workshops, MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings /
Understanding and Interpreting Machine Learning in Medical Image Computing Applications
First International Workshops, MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings /[electronic resource] :edited by Danail Stoyanov, Zeike Taylor, Seyed Mostafa Kia, Ipek Oguz, Mauricio Reyes, Anne Martel, Lena Maier-Hein, Andre F. Marquand, Edouard Duchesnay, Tommy Löfstedt, Bennett Landman, M. Jorge Cardoso, Carlos A. Silva, Sergio Pereira, Raphael Meier. - 1st ed. 2018. - XVI, 149 p. 60 illus.online resource. - Image Processing, Computer Vision, Pattern Recognition, and Graphics ;11038. - Image Processing, Computer Vision, Pattern Recognition, and Graphics ;9219.
This book constitutes the refereed joint proceedings of the First International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2018, the First International Workshop on Deep Learning Fails, DLF 2018, and the First International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 4 full MLCN papers, the 6 full DLF papers, and the 6 full iMIMIC papers included in this volume were carefully reviewed and selected. The MLCN contributions develop state-of-the-art machine learning methods such as spatio-temporal Gaussian process analysis, stochastic variational inference, and deep learning for applications in Alzheimer's disease diagnosis and multi-site neuroimaging data analysis; the DLF papers evaluate the strengths and weaknesses of DL and identify the main challenges in the current state of the art and future directions; the iMIMIC papers cover a large range of topics in the field of interpretability of machine learning in the context of medical image analysis. .
ISBN: 9783030026288
Standard No.: 10.1007/978-3-030-02628-8doiSubjects--Topical Terms:
639187
Optical data processing.
LC Class. No.: TA1630-1650
Dewey Class. No.: 006.6
Understanding and Interpreting Machine Learning in Medical Image Computing Applications = First International Workshops, MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings /
LDR
:03061nam a22004215i 4500
001
992304
003
DE-He213
005
20200630145658.0
007
cr nn 008mamaa
008
201225s2018 gw | s |||| 0|eng d
020
$a
9783030026288
$9
978-3-030-02628-8
024
7
$a
10.1007/978-3-030-02628-8
$2
doi
035
$a
978-3-030-02628-8
050
4
$a
TA1630-1650
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
006.6
$2
23
082
0 4
$a
006.37
$2
23
245
1 0
$a
Understanding and Interpreting Machine Learning in Medical Image Computing Applications
$h
[electronic resource] :
$b
First International Workshops, MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings /
$c
edited by Danail Stoyanov, Zeike Taylor, Seyed Mostafa Kia, Ipek Oguz, Mauricio Reyes, Anne Martel, Lena Maier-Hein, Andre F. Marquand, Edouard Duchesnay, Tommy Löfstedt, Bennett Landman, M. Jorge Cardoso, Carlos A. Silva, Sergio Pereira, Raphael Meier.
250
$a
1st ed. 2018.
264
1
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2018.
300
$a
XVI, 149 p. 60 illus.
$b
online resource.
336
$a
text
$b
txt
$2
rdacontent
337
$a
computer
$b
c
$2
rdamedia
338
$a
online resource
$b
cr
$2
rdacarrier
347
$a
text file
$b
PDF
$2
rda
490
1
$a
Image Processing, Computer Vision, Pattern Recognition, and Graphics ;
$v
11038
520
$a
This book constitutes the refereed joint proceedings of the First International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2018, the First International Workshop on Deep Learning Fails, DLF 2018, and the First International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 4 full MLCN papers, the 6 full DLF papers, and the 6 full iMIMIC papers included in this volume were carefully reviewed and selected. The MLCN contributions develop state-of-the-art machine learning methods such as spatio-temporal Gaussian process analysis, stochastic variational inference, and deep learning for applications in Alzheimer's disease diagnosis and multi-site neuroimaging data analysis; the DLF papers evaluate the strengths and weaknesses of DL and identify the main challenges in the current state of the art and future directions; the iMIMIC papers cover a large range of topics in the field of interpretability of machine learning in the context of medical image analysis. .
650
0
$a
Optical data processing.
$3
639187
650
0
$a
Artificial intelligence.
$3
559380
650
0
$a
Mathematical logic.
$2
bicssc
$3
810627
650
0
$a
Numerical analysis.
$3
527939
650
0
$a
Health informatics.
$3
1064466
650
0
$a
Bioinformatics.
$3
583857
650
1 4
$a
Image Processing and Computer Vision.
$3
670819
650
2 4
$a
Artificial Intelligence.
$3
646849
650
2 4
$a
Mathematical Logic and Formal Languages.
$3
670059
650
2 4
$a
Numeric Computing.
$3
669943
650
2 4
$a
Health Informatics.
$3
593963
650
2 4
$a
Computational Biology/Bioinformatics.
$3
677363
700
1
$a
Stoyanov, Danail.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1209224
700
1
$a
Taylor, Zeike.
$e
editor.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1278878
700
1
$a
Kia, Seyed Mostafa.
$e
editor.
$1
https://orcid.org/0000-0002-7128-814X
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1283992
700
1
$a
Oguz, Ipek.
$e
editor.
$1
https://orcid.org/0000-0002-1403-2420
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1281927
700
1
$a
Reyes, Mauricio.
$e
editor.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1267681
700
1
$a
Martel, Anne.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
815866
700
1
$a
Maier-Hein, Lena.
$e
editor.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1278881
700
1
$a
Marquand, Andre F.
$e
editor.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1283993
700
1
$a
Duchesnay, Edouard.
$e
editor.
$1
https://orcid.org/0000-0002-4073-3490
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1283994
700
1
$a
Löfstedt, Tommy.
$e
editor.
$1
https://orcid.org/0000-0001-7119-7646
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1283995
700
1
$a
Landman, Bennett.
$e
editor.
$1
https://orcid.org/0000-0001-5733-2127
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1283996
700
1
$a
Cardoso, M. Jorge.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1200906
700
1
$a
Silva, Carlos A.
$e
editor.
$1
https://orcid.org/0000-0002-1015-5095
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1283997
700
1
$a
Pereira, Sergio.
$e
editor.
$1
https://orcid.org/0000-0002-4298-0903
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1283998
700
1
$a
Meier, Raphael.
$e
editor.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1283999
710
2
$a
SpringerLink (Online service)
$3
593884
773
0
$t
Springer Nature eBook
776
0 8
$i
Printed edition:
$z
9783030026271
776
0 8
$i
Printed edition:
$z
9783030026295
830
0
$a
Image Processing, Computer Vision, Pattern Recognition, and Graphics ;
$v
9219
$3
1253644
856
4 0
$u
https://doi.org/10.1007/978-3-030-02628-8
912
$a
ZDB-2-SCS
912
$a
ZDB-2-SXCS
912
$a
ZDB-2-LNC
950
$a
Computer Science (SpringerNature-11645)
950
$a
Computer Science (R0) (SpringerNature-43710)
筆 0 讀者評論
多媒體
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼[密碼必須為2種組合(英文和數字)及長度為10碼以上]
登入