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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

ISBN/GTIN

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

von

Sudre, Carole H.Hrsg.Baumgartner, Christian F.Hrsg.Wells, William M.Hrsg.Mehta, RaghavHrsg.Qin, ChenHrsg.Dalca, AdrianHrsg.

BuchKartoniert, Paperback

Verkaufsrang30830inInformatik und EDV

CHF82.50

In den Warenkorb

Beschreibung

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.

Weitere Beschreibungen

Details

ISBN/GTIN978-3-031-44335-0

ProduktartBuch

EinbandKartoniert, Paperback

Verlag

Springer Nature Switzerland

Erscheinungsdatum07.10.2023

Auflage1st ed. 2023

ReiheLecture Notes in Computer Science

Reihen-Nr.14291

Seiten236 Seiten

SpracheEnglisch

MasseBreite 155 mm, Höhe 235 mm, Dicke 13 mm

Gewicht365 g

Artikel-Nr.27010001

KatalogBuchzentrum

Datenquelle-Nr.45423745

KategorieNaturwissenschaften, Medizin, Informatik, Technik

SachgebietInformatik und EDV

Weitere Details

Reihe

Computing and Software Science

Computability and Complexity

Runtime Verification

Transactions on Rough Sets XX

Logics in Artificial Intelligence

Knowledge Engineering and Knowledge Management

Product-Focused Software Process Improvement

Structural, Syntactic, and Statistical Pattern Recognition

AI*IA 2016 Advances in Artificial Intelligence

Web Information Systems Engineering - WISE 2016

Big Data Benchmarking

Cryptology and Network Security

Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection

Advances in Services Computing

Security, Privacy, and Anonymity in Computation, Communication, and Storage

Advances in Visual Computing

Advances in Visual Computing

Digital Forensics and Watermarking

Knowledge Representation for Health Care

Data Analytics for Renewable Energy Integration

Social Information Access

Swarm Intelligence Based Optimization

Euro-Par 2016: Parallel Processing Workshops

Cyber Physical Systems. Design, Modeling, and Evaluation

Computer Vision - ACCV 2016

Transactions on Large-Scale Data- and Knowledge-Centered Systems XXIX

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Spectral and Shape Analysis in Medical Imaging

Transactions on Large-Scale Data- and Knowledge-Centered Systems XXX

Smart Computing and Communication

Bewertungen

Kommentar verfassen

Autor

Sudre, Carole H.Hrsg.Baumgartner, Christian F.Hrsg.Wells, William M.Hrsg.Mehta, RaghavHrsg.Qin, ChenHrsg.Dalca, AdrianHrsg.

Weitere Produkte von Sudre, Carole H.

Hrsg.

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures

Weitere Produkte von Baumgartner, Christian F.

Hrsg.

Medical Image Computing and Computer Assisted Intervention ¿ MICCAI 2023 Workshops

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis

Weitere Produkte von Wells, William M.

Hrsg.

Medical Image Computing and Computer-Assisted Intervention - MICCAI'98

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015

Medical Image Computing and Computer-Assisted Intervention ¿ MICCAI 2015

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015

Information Processing in Medical Imaging

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015

Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015

Information Processing in Medical Imaging

Medical Image Computing and Computer-Assisted Intervention - MICCAI'98

Weitere Produkte von Mehta, Raghav

Hrsg.

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Weitere Produkte von Qin, Chen

Hrsg.

Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers

Medical Image Computing and Computer Assisted Intervention ¿ MICCAI 2023 Workshops

Machine Learning for Medical Image Reconstruction

Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops

Machine Learning for Medical Image Reconstruction

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health

Weitere Produkte von Dalca, Adrian

Hrsg.

IMAGING GENETICS

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures

Imaging Genetics

Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment

Schlagworte

BIC

Zeitfracht

THEMA Schlagwort

Künstliche Intelligenz (UYQ)

Bildverarbeitung (UYT)

Informationstechnik (IT), allgemeine Themen

Angewandte Informatik (UX)

THEMA Hauptschlagwort

Künstliche Intelligenz (UYQ)

VLB

Machine Learning

medical imaging

Uncertainty calibration

Uncertainty modelling

artificial intelligence

out-of-distribution

VLB Haupt-Lesemotiv