國立虎尾科技大學 |

Uncertainty for safe utilization of machine learning in medical imaging = 5th International Workshop, UNSURE 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Uncertainty for safe utilization of machine learning in medical imaging/ edited by Carole H. Sudre ... [et al.].
其他題名:	5th International Workshop, UNSURE 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : proceedings /
其他題名:	UNSURE 2023
其他作者:	Sudre, Carole H.
團體作者:	Workshop on the Preservation of Stability under Discretization
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xiii, 220 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Computer and Information Systems Applications. -
電子資源:	https://doi.org/10.1007/978-3-031-44336-7
ISBN:	9783031443367

Uncertainty for safe utilization of machine learning in medical imaging = 5th International Workshop, UNSURE 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : proceedings /
Uncertainty for safe utilization of machine learning in medical imaging5th International Workshop, UNSURE 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : proceedings /[electronic resource] :UNSURE 2023edited by Carole H. Sudre ... [et al.]. - Cham :Springer Nature Switzerland :2023. - xiii, 220 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,142910302-9743 ;. - Lecture notes in computer science ;6140..

Uncertainty estimation and modelling -- Out of Distribution management and domain shift robustness -- Bayesian deep learning and uncertainty calibration.

This book constitutes the refereed proceedings of the 5th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2023, held in conjunction with MICCAI 2023 in Vancouver, Canada, in October 2023. For this workshop, 21 papers from 32 submissions were accepted for publication. The accepted papers cover the fields of uncertainty estimation and modeling, as well as out of distribution management, domain shift robustness, Bayesian deep learning and uncertainty calibration.

ISBN: 9783031443367

Standard No.: 10.1007/978-3-031-44336-7doiSubjects--Topical Terms:

1365732
Computer and Information Systems Applications.

LC Class. No.: RC78.7.D53 / U57 2023

Dewey Class. No.: 616.0754

Uncertainty for safe utilization of machine learning in medical imaging = 5th International Workshop, UNSURE 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : proceedings /
LDR:01953nam a2200361 a 4500 001 1117474
003 DE-He213
005 20231006153555.0
006 m d
007 cr nn 008maaau
008 240126s2023 sz s 0 eng d
020 $a 9783031443367 $q (electronic bk.)
020 $a 9783031443350 $q (paper)
024 7 $a 10.1007/978-3-031-44336-7 $2 doi
035 $a 978-3-031-44336-7
040 $a GP $c GP
041 0 $a eng
050 4 $a RC78.7.D53 $b U57 2023
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 616.0754 $2 23
090 $a RC78.7.D53 $b U59 2023
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Uncertainty for safe utilization of machine learning in medical imaging $h [electronic resource] : $b 5th International Workshop, UNSURE 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : proceedings / $c edited by Carole H. Sudre ... [et al.].
246 3 $a UNSURE 2023
246 3 $a MICCAI 2023
260 $a Cham : $c 2023. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a xiii, 220 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 14291
505 0 $a Uncertainty estimation and modelling -- Out of Distribution management and domain shift robustness -- Bayesian deep learning and uncertainty calibration.
520 $a This book constitutes the refereed proceedings of the 5th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2023, held in conjunction with MICCAI 2023 in Vancouver, Canada, in October 2023. For this workshop, 21 papers from 32 submissions were accepted for publication. The accepted papers cover the fields of uncertainty estimation and modeling, as well as out of distribution management, domain shift robustness, Bayesian deep learning and uncertainty calibration.
650 2 4 $a Computer and Information Systems Applications. $3 1365732
650 2 4 $a Computing Milieux. $3 669921
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 671334
650 1 4 $a Artificial Intelligence. $3 646849
650 0 $a Machine learning $v Congresses. $3 574552 $3 727808
650 0 $a Artificial intelligence $x Medical applications $v Congresses. $3 675317 $3 742904
650 0 $a Diagnostic imaging $x Data processing $v Congresses. $3 787070
700 1 $a Sudre, Carole H. $e editor. $3 1300250
710 2 $a SpringerLink (Online service) $3 593884
711 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 6140. $3 744199
856 4 0 $u https://doi.org/10.1007/978-3-031-44336-7
950 $a Computer Science (SpringerNature-11645)