Data Driven Approaches on Medical Imaging (PDF)
74 DeutschlandCard Punkte sammeln
- Lastschrift, Kreditkarte, Paypal, Rechnung
- Kostenloser tolino webreader
This book deals with the recent advancements in computer vision techniques such as active learning, few-shot learning, zero shot learning, explainable and interpretable ML, online learning, AutoML etc. and their applications in medical domain. Moreover, the key challenges which affect the design, development, and performance of medical imaging systems are addressed. In addition, the state-of-the-art medical imaging methodologies for efficient, interpretable, explainable, and practical implementation of computer imaging techniques are discussed. At present, there are no textbook resources that address the medical imaging technologies. There are ongoing and novel research outcomes which would be useful for the development of novel medical imaging technologies/processes/equipment which can improve the current state of the art.
The book particularly focuses on the use of data driven new technologies on medical imaging vision such as Active learning, Online learning, few shot learning, AutoML, segmentation etc.
Dr. Stefan Andrei received his PhD from Hamburg University, Germany, in 2000 as a World Bank Scholarship Japan Graduate student. He is currently a Professor of Department of Computer Science with Oregon Institute of Technology, Previously he was chair of computer science department in Lamar University. He has already been a co-author of more than 100 peer reviewed papers at international reputable journals and conferences. His research interests include real-time embedded systems, computer vision, software engineering, and more.
Dr. Md Kamruzzaman Sarker is working as a tenure track assistant professor at the department of Computing
Dr. Kishor Datta Gupta is working as a tenure track assistant professor at the Clark Atlanta University. He obtained his PhD in computer science with focus on Artificial Intelligence in 2021 from University of Memphis. He has authored more than 30 peer reviewed papers and co-invented a patent. His research interest include medical data imaging and security, HIPPA compliant medical data processing etc.
- 2024, 1st ed. 2023, 228 Seiten, Englisch
- Herausgegeben: Bin Zheng, Stefan Andrei, Md Kamruzzaman Sarker, Kishor Datta Gupta
- Verlag: Springer International Publishing
- ISBN-10: 3031477723
- ISBN-13: 9783031477720
- Erscheinungsdatum: 01.02.2024
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
- Dateiformat: PDF
- Größe: 7.89 MB
- Ohne Kopierschutz
- Vorlesefunktion
Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
---|
Schreiben Sie einen Kommentar zu "Data Driven Approaches on Medical Imaging".
Kommentar verfassen