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Artificial intelligence in digital holographic microscopy : (Record no. 19234)

MARC details
000 -LEADER
fixed length control field 04441cam a22004098i 4500
001 - CONTROL NUMBER
control field 22867445
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240221101859.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 221114s2023 nju b 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2022047670
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780470647509
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9781119239000
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9781119239048
040 ## - CATALOGING SOURCE
Original cataloging agency DNLM/DLC
Language of cataloging eng
Description conventions rda
Transcribing agency DLC
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number RB43
060 00 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER
Classification number WN 180
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number DC 616.07580285
Edition number 23/eng/20230113
Item number M778 2023
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Moon, Inkyu,
Relator term author.
9 (RLIN) 52793
245 10 - TITLE STATEMENT
Title Artificial intelligence in digital holographic microscopy :
Remainder of title technical basis and biomedical applications /
Statement of responsibility, etc. Inkyu Moon.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc. Hobeken, NJ :
Name of publisher, distributor, etc. John Wiley & Sons, Inc.,
Date of publication, distribution, etc. ©2023.
263 ## - PROJECTED PUBLICATION DATE
Projected publication date 2301
300 ## - PHYSICAL DESCRIPTION
Extent x, 326 pages :
Other physical details illustrations ;
Dimensions 23 cm.
490 0# - SERIES STATEMENT
Series statement Wiley series in biomedical engineering and multi-disciplinary integrated systems
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Coherent optical imaging -- Lateral and depth resolutions -- Phase unwrapping  -- Off-axis digital holographic microscopy -- No-search focus prediction in DHM with deep learning -- Deep learning model -- Noise-free phase imaging in Gabor DHM with deep learning -- Red blood cells phase image segmentation -- Red blood cells phase image segmentation with deep learning -- Automated phenotypic classification of red blood cells -- Automated analysis of red blood cell storage lesions -- Automated red blood cells classification with deep learning -- High-throughput label-free cell counting with deep neural networks -- Automated tracking of temporal displacements of red blood cells -- Automated quantitative analysis of red blood cells dynamics -- Quantitative analysis of red blood cells during temperature elevation -- Automated measurement of cardiomyocytes dynamics with DHM -- Automated analysis of cardiomyocytes with deep learning -- Automatic quantification of drug-treated cardiomyocytes with DHM -- Analysis of cardiomyocytes with holographic image-based tracking -- Conclusion and future work.
520 ## - SUMMARY, ETC.
Summary, etc. "Real-time automated identification of pathogenic micro/nano biological organisms or other specimens has many potential applications in security and defense or health related applications. Developing reliable, automated, and low-cost methods for real-time sensing, monitoring, and identification of harmful pathogens or malignant cells is beneficial in combating catastrophic pandemics, providing disease detection and monitoring for emerging medical treatment procedures, food safety, environmental health and safety monitoring. Conventional methods used to inspect and identify bacteria and other biological species often involve labor-intensive and time-consuming biochemical and/or biomolecular processing. Optical imaging systems based on digital holography and integral imaging have been extensively investigated for 3D visualization and recognition of rigid, macro objects. However, biological organisms are typically non-rigid and exhibit dynamic behavior such as moving, dividing and growing. This makes it difficult to identify biological species based on their shape, size or morphology in conventional 2D imaging. Moreover, many unicellular biological species such as bacteria, yeast or protozoans appear essentially transparent under bright field microscopes unless the specimen is stained and/or fixed: a process in which the cells are killed and dynamics cannot be studied. Meanwhile, 2D intensity images of the microorganisms are usually insufficient for identification or visualization of transparent microorganism parts, e.g. sperm tails. Therefore, developing high-speed, low-cost and reliable system for three-dimensional (3D) analysis, visualization, identification and monitoring of harmful pathogens or biological cells are essential"--
650 12 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Holography
General subdivision methods
9 (RLIN) 52794
650 12 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Microscopy
General subdivision methods
9 (RLIN) 52795
650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial Intelligence
9 (RLIN) 52796
650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Erythrocytes
General subdivision pathology
9 (RLIN) 52797
650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Myocytes, Cardiac
General subdivision pathology
9 (RLIN) 52798
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Online version:
Main entry heading Moon, Inkyu.
Title Artificial intelligence in digital holographic microscopy
Place, publisher, and date of publication Hoboken, NJ : Wiley, 2023
International Standard Book Number 9781119239000
Record control number (DLC) 2022047671
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Wiley series in biomedical engineering and multi-disciplinary integrated systems.
9 (RLIN) 52799
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
a 7
b cbc
c orignew
d 1
e ecip
f 20
g y-gencatlg
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Circulation
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Circulation UM Digos College - LIC UM Digos College - LIC 07/19/2023 Purchased 14995.00   DC 616.07580285 M778 2023 27903 05/15/2025 02/21/2024 Circulation