Artificial Intelligence in Diffusion MRI
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Produktinformationen "Artificial Intelligence in Diffusion MRI"
This book focuses on the use of artificial intelligence to address a specific problem in the brain ¿ the orientation distribution function. It discusses three aspects: (i) Preparing, enhancing and evaluating one of the cuckoo search algorithms (CSA); (ii) Describing the problem: Diffusion-weighted magnetic resonance imaging (DW-MRI) is used for non-invasive investigations of anatomical connectivity in the human brain, while Q-ball imaging (QBI) is a diffusion MRI reconstruction technique based on the orientation distribution function (ODF), which detects the dominant fiber orientations; however, ODF lacks local estimation accuracy along the path. (iii) Evaluating the performance of the CSA versions in solving the ODF problem using synthetic and real-world data. This book appeals to both postgraduates and researchers who are interested in the fields of medicine and computer science.
| Untertitel | |
| H | B | T | Gramm | 235 mm | 155 mm | 10 mm | 277 gr |
| Erscheinungsjahr | 2020 |
| Ausgabe | Hardcover |
| Publisher | Buchpark GmbH, Krügerweg 1, 14959 Trebbin, Telefon: +4933817976585, E-Mail: info@buchpark.de |
| ISBN-10 | 3030360857 |
| ISBN-13 | 9783030360856 |
| Sprache | Deutsch |
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