Multimodality imaging. (Record no. 68346)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 08255nam a2200697 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9780750323529 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IOP |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251030124212.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m eo d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240104s2023 enka fob 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780750323529 |
| Qualifying information | ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780750323512 |
| Qualifying information | mobi |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9780750323505 |
| Qualifying information | |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9780750323536 |
| Qualifying information | myPrint |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1088/978-0-7503-2352-9 |
| Source of number or code | doi |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaBNVSL)thg00083723 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1416752696 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CaBNVSL |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | CaBNVSL |
| Modifying agency | CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | RC78.7.D53 |
| Item number | M855 2022eb vol. 2 |
| 060 #4 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER | |
| Classification number | WN 180 |
| Item number | M961 2022eb vol. 2 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | MQW |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | TEC059000 |
| Source | bisacsh |
| 245 00 - TITLE STATEMENT | |
| Title | Multimodality imaging. |
| Number of part/section of a work | Volume 2, |
| Name of part/section of a work | Heart, lungs and peripheral organs / |
| Statement of responsibility, etc. | edited by Mainak Biswas, Jasjit S. Suri. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK) : |
| Name of producer, publisher, distributor, manufacturer | IOP Publishing, |
| Date of production, publication, distribution, manufacture, or copyright notice | [2023] |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (various pagings) : |
| Other physical details | illustrations (some color). |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | electronic |
| Source | isbdmedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | [IOP release $release] |
| 490 1# - SERIES STATEMENT | |
| Series statement | IOP ebooks. [2023 collection] |
| 500 ## - GENERAL NOTE | |
| General note | "Version: 20231101"--Title page verso. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | part I. An overview of deep learning and its applications in COVID-19 and tuberculosis. 1. An overview of AI applications in medical imaging for COVID-19-related brain and heart injuries / Harshit Sharma, Radhakrishn Birla, Mainak Biswas and Jasjit S. Suri -- 2. Characterizing acute respiratory distress syndrome in COVID-19 : a narrative review of artificial intelligence-based lung analysis / Ashutosh Jha, Radhakrishn Birla, Mainak Biswas and Jasjit S. Suri -- 3. A multicenter study using COVLIAS 2.0 : eight pruned deep learning models for efficient COVID-19 CT lung segmentation and lesion localization / Venkateshh Moningi, Mohit Agarwal, Mainak Biswas and Jasjit S. Suri -- 4. An investigation of the inter-variability in COVLIAS 1.0 : hybrid deep learning approaches for segmenting COVID-19 lungs in CT scans / Venkateshh Moningi, Sushant Agarwal, Mainak Biswas and Jasjit S. Suri -- 5. A comparative analysis of tuberculosis-infected lung x-ray image segmentation : U-Net vs. U-Net++ / Radhakrishn Birla, Gautam Chugh, Swastika Bishnoi, Riddhika Shringi, Piyush Kumar and Mainak Biswas -- part II. An overview of deep learning and its applications in cardiovascular diseases. 6. Reviewing the role of artificial intelligence in heart and vascular ultrasound : advancements and applications / Mayank Singhal, Radhakrishn Birla, Mainak Biswas, Sujoy Datta and Jasjit S. Suri -- 7. A deep learning perspective in internal carotid artery and bulb segmentation : review / Amita Banerjee, Pankaj Kumar Jain, Radhakrishn Birla, Mainak Biswas and Jasjit S. Suri -- 8. Deep learning framework for ultrasound-based carotid artery disease management : a review / Mainak Biswas and Jasjit S. Suri. |
| 520 3# - SUMMARY, ETC. | |
| Summary, etc. | This volume discusses various diseases related to lung, heart, peripheral arterial imaging, and miscellaneous topics like gene expression characterization and classification. Further, the Vol. 2 discusses imaging applications, their complexities and the DL-models employed to resolve them in detail. The DL-based applications are categorized into two types: segmentation and characterization. The segmentation is chiefly involved in dissecting region-of-interest (ROI) of the infected part. In the characterization part, the dissected ROI or the overall image is graded as per the risk factor is involved. DL has a remarkable success in segmenting carotid plaque area from ultrasound common carotid artery images. Similarly in case of brain imaging, DL-based applications for brain cancer are divided into segmentation and characterization. In the segmentation part, the brain tumour is separated from the healthy tissue. In the characterization part, the tumour cells are graded as per their risk. Overall, DL is human brain comparable intelligence system which can strengthen effective medical treatment in a faster way. It is for sure, that DL-based technologies can enable doctors to quickly diagnose the patients, provide an effective plan for treatment and help in saving lives. |
| 521 ## - TARGET AUDIENCE NOTE | |
| Target audience note | Academic and industry researchers in medical imaging analysis, and for graduate students taking courses on machine learning and deep learning for computer vision and medical image computing and analysis. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Also available in print. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | System requirements: Adobe Acrobat Reader, EPUB reader, or Kindle reader. |
| 545 ## - BIOGRAPHICAL OR HISTORICAL DATA | |
| Biographical or historical data | Mainak Biswas, PhD, computer scientist with specialization in application of machine learning and deep learning in biomedical domain. His research is inspired from providing an effective solution for computer aided diagnosis for diverse diseases. His PhD specialization was in application of advanced machine learning and deep learning in complex tissue characterization and segmentation from ultrasound images of liver and carotid arteries.His other interests are development of advanced machine learning architectures and early warning systems for risk estimation of both symptomatic and asymptomatic patients at high risk of CVDs. He has published and presented more than 35 papers in the area of characterization and segmentation of ultrasound images through machine and deep learning platforms. Dr. Mainak Biswas completed B.Tech from Government College of Engineering and Ceramic Technology under West Bengal University of Technology, Kolkata, M.Tech from Jadavpur University and PhD from National Institute of Technology Goa, INDIA. Currently, he is serving as Associate Professor at Kalinga Institute of Industrial Technology, Bhubaneswar, INDIA. Jasjit S. Suri, an innovator, a visionary, a scientist, and an internationally known world leader, has spent over 30 years in the field of biomedical engineering/sciences, software and hardware engineering and its management. During his career in biomedical industry/imaging, he has had an upstream growth and responsibilities from scientific engineer, scientist, manager, Director R&D, Sr. Director, Vice President, Chief Technology Officer (CTO), CEO level positions in industries like Siemens Medical Systems, Philips Medical Systems, Fisher Imaging Corporation and Eigen Inc., Global Biomedical Technologies Inc., AtheroPoint(Tm), respectively and managed up to a maximum of 100 people.Dr. Suri is a pioneer in the area of Computer Vision and Artificial Intelligence (AI), and has published over 1000+ International Journals covering several fields including 150+ articles in Vascular, Coronary, Prostate, Mammography, Diabetes, and COVID-19 CT lung area. Dr. Suri has conducted over 50 national and international seminars around the globe. He received his Masters from University of Illinois, Chicago, Doctorate from University of Washington, Seattle, and Masters in Business Administration (MBA) from Weatherhead School of Management, Case Western Reserve University (CWRU), Cleveland. He currently lives in California, USA. |
| 588 0# - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Title from PDF title page (viewed on January 4, 2024). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| General subdivision | Data processing. |
| 9 (RLIN) | 96380 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 63887 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 96381 |
| 650 12 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 12 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 55053 |
| 650 12 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 96382 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| Source of heading or term | bicssc |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| Source of heading or term | bisacsh |
| 9 (RLIN) | 96383 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Biswas, Mainak, |
| Relator term | editor. |
| 9 (RLIN) | 96384 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Suri, Jasjit S., |
| Relator term | editor. |
| 9 (RLIN) | 96385 |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Institute of Physics (Great Britain), |
| Relator term | publisher. |
| 9 (RLIN) | 17702 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| International Standard Book Number | 9780750323505 |
| -- | 9780750323536 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | IOP (Series). |
| Name of part/section of a work | Release 23. |
| 9 (RLIN) | 96386 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | IOP ebooks. |
| Name of part/section of a work | 2023 collection. |
| 9 (RLIN) | 96387 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://iopscience.iop.org/book/edit/978-0-7503-2352-9">https://iopscience.iop.org/book/edit/978-0-7503-2352-9</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | |
No items available.