Computational topology for biomedical imageand data analysis (Record no. 73636)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04937cam a2200601Ki 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9780429443077 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220531132531.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190717s2019 flu ob 001 0 eng d |
| 040 ## - Cataloging Source | |
| -- | OCoLC-P |
| -- | eng |
| -- | OCoLC-P |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780429810992 |
| -- | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0429810997 |
| -- | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780429443077 |
| -- | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0429443072 |
| -- | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780429810978 |
| -- | (electronic bk. : Mobipocket) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0429810970 |
| -- | (electronic bk. : Mobipocket) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780429810985 |
| -- | (electronic bk. : EPUB) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0429810989 |
| -- | (electronic bk. : EPUB) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 1138336343 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781138336346 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1108919429 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC-P)1108919429 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | R857.O6 |
| 072 #7 - | |
| -- | MED |
| -- | 080000 |
| -- | bisacsh |
| 072 #7 - | |
| -- | TEC |
| -- | 015000 |
| -- | bisacsh |
| 072 #7 - | |
| -- | PHVD |
| -- | bicssc |
| 082 04 - | |
| -- | 616.07/54 |
| -- | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Moraleda, Rodrigo Rojas. |
| 245 10 - TITLE STATEMENT | |
| Title | Computational topology for biomedical imageand data analysis |
| Medium | [electronic resource] : |
| Remainder of title | theory and applications / |
| Statement of responsibility, etc. | Rodrigo Rojas Moraleda, Nektarios A. Valous, Wei Xiong, Niels Halama. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Boca Raton, FL : |
| Name of publisher, distributor, etc. | CRC Press, Taylor & Francis Group, |
| Date of publication, distribution, etc. | [2020] |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource |
| 490 1# - | |
| -- | Series in medical physics and biomedical engineering |
| 490 1# - | |
| -- | CRC focus series |
| 505 0# - | |
| -- | Cover; Half Title; Series Page; Title Page; Copyright Page; Dedication; Contents; Series Preface; Foreword; Preface; Contributors; Authors; Section I: Theoretical foundations; Chapter 1: Elements of topology and homology; 1.1 ELEMENTS OF GROUP THEORY; 1.1.1 Set; 1.1.2 Group; 1.1.3 Ring and field; 1.1.4 Homomorphism; 1.1.5 Modular arithmetic; 1.2 TOPOLOGICAL SPACES; 1.2.1 Connected topological spaces; 1.2.2 Continuity and continuous maps; 1.3 METRIC SPACES; 1.3.1 Topology in a metric space; 1.4 ELEMENTS OF AFFINE VECTOR SPACES; 1.4.1 Affine vector space A; 1.5 SIMPLICIAL COMPLEXES |
| 505 8# - | |
| -- | 1.5.1 Geometric simplicial complexes1.5.2 Oriented simplicial complexes; 1.5.3 Unoriented simplicial complexes; 1.5.4 Abstract simplicial complexes; 1.6 HOMOLOGY; 1.6.1 Homology of oriented simplicial complexes; 1.6.2 Homology of unoriented simplicial complexes; 1.6.3 Homology of abstract simplicial complexes; 1.7 CHAPTER FIGURES; Chapter 2: Persistent homology of images; 2.1 INTRODUCTION; 2.2 DIGITAL IMAGES; 2.3 A NEIGHBORHOOD SYSTEM FOR IMAGES; 2.3.1 Spatial-based neighborhood; 2.3.2 Intensity-based neighborhood; 2.4 COMPUTING HOMOLOGY FROM IMAGES; 2.4.1 The digital image function x |
| 505 8# - | |
| -- | 2.4.2 Projected umbra2.4.3 Inclusion tree of umbra projections; 2.4.4 Algorithms for computing homology; 2.4.5 Construction of abstract simplicial complexes; 2.5 PERSISTENT HOMOLOGY; 2.5.1 Filtration; 2.5.2 Persistence; 2.5.3 Computation of persistent homology; 2.5.4 Persistence diagram; 2.6 COMPUTATIONAL COST; 2.7 CHAPTER FIGURES; Section II: Case studies; Chapter 3: Recognizing noise; 3.1 SYNTHETIC IMAGES; 3.2 WORKFLOW; 3.3 RESULTS; 3.4 CHAPTER FIGURES; Chapter 4: Image segmentation; 4.1 INTRODUCTION; 4.2 MATERIALS AND IMAGE ACQUISITION; 4.3 FEATURE SPACE |
| 505 8# - | |
| -- | 4.4 IMAGE DISMANTLING AND INCLUSION TREE4.5 FILTRATION; 4.6 HOMOLOGY AND PERSISTENCE DIAGRAM; 4.7 STATISTICAL INFERENCE; 4.8 MASK SEGMENTATION; 4.9 VALIDATION WITH CASE STUDY DATA; 4.10 VALIDATION WITH ILASTIK; 4.11 RESULTS WITH CASE STUDY DATA; 4.12 RESULTS WITH ILASTIK; 4.13 CHAPTER FIGURES; Chapter 5: Point cloud characterization; 5.1 INTRODUCTION; 5.2 POINT CLOUD; 5.3 WORKFLOW; 5.4 RESULTS; 5.5 CHAPTER FIGURES; Bibliography; Index |
| 520 ## - | |
| -- | This book provides an accessible yet rigorous introduction to topology and homology focused on the simplicial space. It presents a compact pipeline from the foundations of topology to biomedical applications. It will be of interest to medical physicists, computer scientists, and engineers, as well as undergraduate and graduate students interested in this topic. Features: Presents a practical guide to algebraic topology as well as persistence homology Contains application examples in the field of biomedicine, including the analysis of histological images and point cloud data |
| 588 ## - | |
| -- | OCLC-licensed vendor bibliographic record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Imaging systems in medicine |
| General subdivision | Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Topology |
| General subdivision | Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Image analysis |
| General subdivision | Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Homology theory. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | MEDICAL / Radiology & Nuclear Medicine |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | TECHNOLOGY / Imaging Systems |
| Source of heading or term | bisacsh |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Valous, Nektarios A. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Xiong, Wei, |
| Dates associated with a name | 1966- |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Halama, Niels. |
| 856 40 - | |
| -- | Taylor & Francis |
| -- | https://www.taylorfrancis.com/books/9780429443077 |
| 856 42 - | |
| -- | OCLC metadata license agreement |
| -- | http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf |
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