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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures (Record no. 97043)

000 -LEADER
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001 - CONTROL NUMBER
control field 978-3-030-32689-0
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240730202509.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 191010s2019 sz | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783030326890
-- 978-3-030-32689-0
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-030-32689-0
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q334-342
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TA347.A78
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQ
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM004000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQ
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3
Edition number 23
245 10 - TITLE STATEMENT
Title Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures
Medium [electronic resource] :
Remainder of title First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings /
Statement of responsibility, etc. edited by Hayit Greenspan, Ryutaro Tanno, Marius Erdt, Tal Arbel, Christian Baumgartner, Adrian Dalca, Carole H. Sudre, William M. Wells, Klaus Drechsler, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2019.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham :
Name of producer, publisher, distributor, manufacturer Springer International Publishing :
-- Imprint: Springer,
Date of production, publication, distribution, manufacture, or copyright notice 2019.
300 ## - PHYSICAL DESCRIPTION
Extent XVII, 192 p. 83 illus., 76 illus. in color.
Other physical details online resource.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
490 1# - SERIES STATEMENT
Series statement Image Processing, Computer Vision, Pattern Recognition, and Graphics,
International Standard Serial Number 3004-9954 ;
Volume/sequential designation 11840
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note UNSURE 2019: Uncertainty quantification and noise modelling -- Probabilistic Surface Reconstruction with Unknown Correspondence -- Probabilistic Image Registration via Deep Multi-class Classification: Characterizing Uncertainty -- Propagating Uncertainty Across Cascaded Medical Imaging Tasks For Improved Deep Learning Inference -- Reg R-CNN: Lesion Detection and Grading under Noisy Labels -- Fast Nonparametric Mutual Information based Registration and Uncertainty Estimation -- Quantifying Uncertainty of deep neural networks in skin lesion classification -- UNSURE 2019: Domain shift robustness -- A Generalized Approach to Determine Confident Samples for Deep Neural Networks on Unseen Data -- Out of distribution detection for intra-operative functional imaging -- CLIP 2019 -- A Clinical Measuring Platform for Building the Bridge across the Quantification of Pathological N-cells in Medical Imaging for Studies of Disease -- Spatiotemporal statistical model of anatomical landmarks on a human embryonic brain -- Spaciousness filters for non-contrast CT volume segmentation of the intestine region for emergency ileus diagnosis -- Recovering physiological changes in nasal anatomy with confidence estimates -- Synthesis of Medical Images Using GANs -- DPANet: A Novel Network Based on Dense Pyramid Feature Extractor and Dual Correlation Analysis Attention Modules for Colon Glands Segmentation -- Multi-instance deep learning with graph convolutional neural networks for diagnosis of kidney diseases using ultrasound imaging -- Data Augmentation from Sketch -- An automated CNN-based 3D anatomical landmark detection method to facilitate surface-based 3D facial shape analysis -- A Device-independent Novel Statistical Modeling for Cerebral TOF-MRA data Segmentation -- Three-dimensional face reconstruction from uncalibrated photographs: application to early detection of genetic syndromes.
520 ## - SUMMARY, ETC.
Summary, etc. This book constitutes the refereed proceedings of the First International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2019, and the 8th International Workshop on Clinical Image-Based Procedures, CLIP 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019. For UNSURE 2019, 8 papers from 15 submissions were accepted for publication. They focus on developing awareness and encouraging research in the field of uncertainty modelling to enable safe implementation of machine learning tools in the clinical world. CLIP 2019 accepted 11 papers from the 15 submissions received. The workshops provides a forum for work centred on specific clinical applications, including techniques and procedures based on comprehensive clinical image and other data. .
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial intelligence.
9 (RLIN) 3407
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer vision.
9 (RLIN) 171732
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Medical informatics.
9 (RLIN) 4729
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial Intelligence.
9 (RLIN) 3407
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer Vision.
9 (RLIN) 171733
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Health Informatics.
9 (RLIN) 31799
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Greenspan, Hayit.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171734
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Tanno, Ryutaro.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171735
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Erdt, Marius.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171736
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Arbel, Tal.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171737
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Baumgartner, Christian.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171738
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Dalca, Adrian.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171739
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Sudre, Carole H.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171740
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Wells, William M.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171741
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Drechsler, Klaus.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171742
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Linguraru, Marius George.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171743
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Oyarzun Laura, Cristina.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171744
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Shekhar, Raj.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171745
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Wesarg, Stefan.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171746
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name González Ballester, Miguel Ángel.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 171747
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
9 (RLIN) 171748
773 0# - HOST ITEM ENTRY
Title Springer Nature eBook
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783030326883
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783030326906
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Image Processing, Computer Vision, Pattern Recognition, and Graphics,
International Standard Serial Number 3004-9954 ;
Volume/sequential designation 11840
9 (RLIN) 171749
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/978-3-030-32689-0">https://doi.org/10.1007/978-3-030-32689-0</a>
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942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks-Lecture Notes in CS

No items available.