소장자료
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| 020 | ▼a9783031443367▼9978-3-031-44336-7▲ | ||
| 024 | 7 | ▼a10.1007/978-3-031-44336-7▼2doi▲ | |
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| 050 | 4 | ▼aTA347.A78▲ | |
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| 245 | 1 | 0 | ▼aUncertainty for Safe Utilization of Machine Learning in Medical Imaging▼h[electronic resource] :▼b5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings /▼cedited by Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Raghav Mehta, Chen Qin, William M. Wells.▲ |
| 250 | ▼a1st ed. 2023.▲ | ||
| 264 | 1 | ▼aCham :▼bSpringer Nature Switzerland :▼bImprint: Springer,▼c2023.▲ | |
| 300 | ▼aXIII, 220 p. 58 illus., 54 illus. in color.▼bonline resource.▲ | ||
| 336 | ▼atext▼btxt▼2rdacontent▲ | ||
| 337 | ▼acomputer▼bc▼2rdamedia▲ | ||
| 338 | ▼aonline resource▼bcr▼2rdacarrier▲ | ||
| 347 | ▼atext file▼bPDF▼2rda▲ | ||
| 490 | 1 | ▼aLecture Notes in Computer Science,▼x1611-3349 ;▼v14291▲ | |
| 505 | 0 | ▼aUncertainty estimation and modelling -- Out of Distribution management and domain shift robustness -- Bayesian deep learning and uncertainty calibration.▲ | |
| 520 | ▼aThis 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 | 0 | ▼aArtificial intelligence.▲ | |
| 650 | 0 | ▼aImage processing▼xDigital techniques.▲ | |
| 650 | 0 | ▼aComputer vision.▲ | |
| 650 | 0 | ▼aComputers.▲ | |
| 650 | 0 | ▼aApplication software.▲ | |
| 650 | 1 | 4 | ▼aArtificial Intelligence.▲ |
| 650 | 2 | 4 | ▼aComputer Imaging, Vision, Pattern Recognition and Graphics.▲ |
| 650 | 2 | 4 | ▼aComputing Milieux.▲ |
| 650 | 2 | 4 | ▼aComputer and Information Systems Applications.▲ |
| 700 | 1 | ▼aSudre, Carole H.▼eeditor.▼0(orcid)0000-0001-5753-428X▼1https://orcid.org/0000-0001-5753-428X▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 700 | 1 | ▼aBaumgartner, Christian F.▼eeditor.▼0(orcid)0000-0002-3629-4384▼1https://orcid.org/0000-0002-3629-4384▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 700 | 1 | ▼aDalca, Adrian.▼eeditor.▼0(orcid)0000-0002-8422-0136▼1https://orcid.org/0000-0002-8422-0136▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 700 | 1 | ▼aMehta, Raghav.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 700 | 1 | ▼aQin, Chen.▼eeditor.▼0(orcid)0000-0003-3417-3092▼1https://orcid.org/0000-0003-3417-3092▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 700 | 1 | ▼aWells, William M.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 710 | 2 | ▼aSpringerLink (Online service)▲ | |
| 773 | 0 | ▼tSpringer Nature eBook▲ | |
| 776 | 0 | 8 | ▼iPrinted edition:▼z9783031443350▲ |
| 776 | 0 | 8 | ▼iPrinted edition:▼z9783031443374▲ |
| 830 | 0 | ▼aLecture Notes in Computer Science,▼x1611-3349 ;▼v14291▲ | |
| 856 | 4 | 0 | ▼uhttps://doi.org/10.1007/978-3-031-44336-7▲ |
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging[electronic resource] : 5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings
자료유형
국외eBook
서명/책임사항
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging [electronic resource] : 5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings / edited by Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Raghav Mehta, Chen Qin, William M. Wells.
개인저자
판사항
1st ed. 2023.
형태사항
XIII, 220 p. 58 illus., 54 illus. in color. online resource.
총서사항
Lecture Notes in Computer Science , 1611-3349 ; 14291
Lecture Notes in Computer Science , 1611-3349 ; 14291
Lecture Notes in Computer Science , 1611-3349 ; 14291
내용주기
Uncertainty estimation and modelling -- Out of Distribution management and domain shift robustness -- Bayesian deep learning and uncertainty calibration.
요약주기
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.
주제
ISBN
9783031443367
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