Deep Generative Models : (Record no. 767514)

MARC details
000 -LEADER
fixed length control field 06659cam a2200685 i 4500
001 - CONTROL NUMBER
control field on1461594557
003 - CONTROL NUMBER IDENTIFIER
control field OCoLC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250707095858.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m o d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr un|---aucuu
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 241016s2025 sz a o 101 0 eng d
040 ## - CATALOGING SOURCE
Original cataloging agency GW5XE
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency GW5XE
Modifying agency YDX
-- EBLCP
-- OCLCO
-- OCLCQ
019 ## -
-- 1460289989
-- 1460464176
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783031727443
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3031727444
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9783031727436
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 3031727436
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-031-72744-3
Source of number or code doi
029 1# - (OCLC)
OCLC library identifier AU@
System control number 000078284194
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1461594557
Canceled/invalid control number (OCoLC)1460289989
-- (OCoLC)1460464176
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.73
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQV
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM016000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQV
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3/1
Edition number 23/eng/20241016
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
111 2# - MAIN ENTRY--MEETING NAME
Meeting name or jurisdiction name as entry element DGM4MICCAI (Workshop)
Number of part/section/meeting (4th :
Date of meeting 2024 :
Location of meeting Marrakech, Morocco)
9 (RLIN) 1083272
245 10 - TITLE STATEMENT
Title Deep Generative Models :
Remainder of title 4th MICCAI Workshop, DGM4MICCAI 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings /
Statement of responsibility, etc. Anirban Mukhopadhyay, Ilkay Oksuz, Sandy Engelhardt, Dorit Mehrof, Yixuan Yuan, editors.
246 3# - VARYING FORM OF TITLE
Title proper/short title DGM4MICCAI 2024
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham :
Name of producer, publisher, distributor, manufacturer Springer,
Date of production, publication, distribution, manufacture, or copyright notice 2025.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xi, 224 pages) :
Other physical details illustrations (some color).
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
490 1# - SERIES STATEMENT
Series statement Lecture notes in computer science,
International Standard Serial Number 1611-3349 ;
Volume/sequential designation 15224
520 ## - SUMMARY, ETC.
Summary, etc. This book constitutes the proceedings of the 4th workshop on Deep Generative Models for Medical Image Computing and Computer Assisted Intervention, DGM4MICCAI 2024, held in conjunction with the 27th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco in October 2024. The 21 papers presented here were carefully reviewed and selected from 40 submissions. These papers deal with a broad range of topics, ranging from methodology (such as Causal inference, Latent interpretation, Generative factor analysis) to Applications (such as Mammography, Vessel imaging, Surgical videos and more).
500 ## - GENERAL NOTE
General note Includes author index.
588 0# - SOURCE OF DESCRIPTION NOTE
Source of description note Online resource; title from PDF title page (SpringerLink, viewed October 16, 2024).
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc References -- Energy-Based Prior Latent Space Diffusion Model for Reconstruction of Lumbar Vertebrae from Thick Slice MRI -- 1 Introduction -- 2 Previous Work -- 3 Method -- 4 Results -- 4.1 Datasets and Metrics -- 4.2 Lumbar Vertebrae Reconstruction -- 4.3 Convergence in the Latent Space -- 5 Conclusions -- References -- Anatomically-Guided Inpainting for Local Synthesis of Normal Chest Radiographs -- 1 Introduction -- 2 Methods -- 2.1 Datasets -- 2.2 Chest Radiography Inpainting -- 2.3 Anatomically-Guided Chest Radiography Inpainting -- 3 Experiments -- 4 Results and Discussion -- 5 Conclusion
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc References -- Enhancing Cross-Modal Medical Image Segmentation Through Compositionality -- 1 Introduction -- 2 Methodology -- 3 Experiments -- 4 Conclusions -- References -- Unpaired Modality Translation for Pseudo Labeling of Histology Images -- 1 Introduction -- 2 Methods -- 2.1 Data -- 2.2 Models -- 2.3 Experiments -- 3 Results and Discussion -- 4 Conclusion -- References -- SNAFusion: Distilling 2D Axial Plane Diffusion Priors for Sparse-View 3D Cone-Beam CT Imaging -- 1 Introduction -- 2 Background -- 3 Method -- 3.1 Main Idea -- 3.2 Density Initialization -- 3.3 Density Refinement
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Intro -- Preface -- Organization -- Contents -- DeReStainer: H&E to IHC Pathological Image Translation via Decoupled Staining Channels -- 1 Introduction -- 2 Methods -- 2.1 DeStainer -- 2.2 Feature Fusion Module -- 2.3 ReStainer -- 2.4 Loss Functions -- 3 Experiment -- 3.1 Dataset and Implementation Details -- 3.2 Results -- 3.3 Ablation Study -- 4 Conclusion -- References -- WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis -- 1 Introduction -- 2 Background -- 3 Method -- 4 Experiments -- 4.1 Experimental Settings -- 4.2 Experimental Results -- 5 Conclusion
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 4 Experiments -- 4.1 Experimential Settings -- 4.2 Results and Discussion -- 5 Conclusion -- References -- SynthBrainGrow: Synthetic Diffusion Brain Aging for Longitudinal MRI Data Generation in Young People -- 1 Introduction -- 2 Method -- 3 Experiments and Results -- 3.1 Experimental Setup and Dataset -- 3.2 Quantitative Image Quality -- 3.3 Uncertainty Maps as an Explainability Surrogate -- 3.4 Limitations and Future Directions -- 4 Conclusion -- Appendix -- References -- Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting -- 1 Introduction -- 1.1 Related Work -- 1.2 Contribution
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 2 Methods -- 2.1 Denoising Diffusion Probabilistic Models -- 2.2 Modifying Diffusion Models for Inpainting -- 3 Experiments -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- Panoptic Segmentation of Mammograms with Text-to-Image Diffusion Model -- 1 Introduction -- 2 Materials and Methods -- 2.1 Segmentation Framework -- 2.2 Datasets -- 2.3 Implementation Details -- 2.4 Evaluation Metrics -- 3 Results -- 4 Discussion -- References -- Interactive Generation of Laparoscopic Videos with Diffusion Models -- 1 Introduction -- 2 Related Work -- 3 Video Generation Pipeline
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Deep learning (Machine learning)
Form subdivision Congresses.
9 (RLIN) 977189
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer vision
Form subdivision Congresses.
9 (RLIN) 15096
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Apprentissage profond
Form subdivision Congrès.
9 (RLIN) 977190
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Vision par ordinateur
Form subdivision Congrès.
9 (RLIN) 19388
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Mukhopadhyay, Anirban,
Relator term editor.
-- https://id.oclc.org/worldcat/entity/E39PCjCMvpjPmyBhJjqQXpFGBP
-- https://orcid.org/0000-0003-0669-4018
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Oksuz, Ilkay,
Relator term editor.
-- https://orcid.org/0000-0001-6478-0534
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Engelhardt, Sandy,
Relator term editor.
-- https://id.oclc.org/worldcat/entity/E39PCjqVXTmPHhXhvFYHPFQ3pK
-- https://orcid.org/0000-0001-8816-7654
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Mehrof, Dorit,
Relator term editor.
-- https://orcid.org/0000-0002-1672-2185
9 (RLIN) 1083273
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Yuan, Yixuan,
Relator term editor.
-- https://orcid.org/0000-0002-0853-6948
711 2# - ADDED ENTRY--MEETING NAME
Meeting name or jurisdiction name as entry element International Conference on Medical Image Computing and Computer-Assisted Intervention
Number of part/section/meeting (27th :
Date of meeting 2024 :
Location of meeting Marrakech, Morocco)
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Qualifying information Original
International Standard Book Number 3031727436
-- 9783031727436
Record control number (OCoLC)1452440755
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture notes in computer science ;
Volume number/sequential designation 15224.
International Standard Serial Number 1611-3349
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://link.springer.com/10.1007/978-3-031-72744-3">https://link.springer.com/10.1007/978-3-031-72744-3</a>
938 ## -
-- YBP Library Services
-- YANK
-- 306711561
938 ## -
-- ProQuest Ebook Central
-- EBLB
-- EBL31716985
994 ## -
-- 92
-- ATIST
Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Home library Current library Date acquired Total Checkouts Date last seen Price effective from Koha item type
  Not Lost     eBook LNCS e-Library e-Library 07/07/2025   07/07/2025 07/07/2025 eBook

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