Machine Learning and Deep Learning in Neuroimaging Data Analysis - Hardcover

Hardcover

ISBN 10: 103219068X ISBN 13: 9781032190686

Verlag: CRC Press, 2024

Inhaltsangabe

This book explores how ML/DL can assist neurologists in identifying, classifying or predicting neurological problems that require neuroimaging. With the ability to model high dimensional datasets, supervised learning algorithms can help in relating brain images to behavioral or clinical observations.

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Über die Autorin bzw. den Autor

Anitha S. Pillai is a Professor in the School of Computing Sciences, Hindustan Institute of Technology and Science, India. She obtained a Ph.D. in the field of Natural Language Processing and has three decades of teaching/research experience. She has authored and co-authored several papers in national and international conferences/journals. She is also the Co-founder of AtINeu–Artificial Intelligence in Neurology, focusing on the applications of AI in neurological disorders.

Prof. Bindu Menon is the senior consultant neurologist, Apollo Hospitals, Nellore, Andhra Pradesh, with a teaching experience of 20 years. She has over 90 publications in various international and national journals, and has presented 100 papers and edited 2 books; she has 14 chapters to her credit. She has been conferred with a fellowship from the American Academy of Neurology, World Stroke Organization, Royal College of Physicians (Edinburg), Indian Academy of Neurology, Geriatric Society of India, Indian College of Physicians and Global Association of Physicians of Indian Origin.

She holds various positions and has several international and national awards. She is the founder of Dr. Bindu Menon Foundation and the Co-founder of AtINeu–Artificial Intelligence in Neurology.

Details zur Ausgabe

• Verlag: CRC Press
• Erscheinungsdatum: 2024
• Sprache: Englisch
• ISBN 10: 103219068X
• ISBN 13: 9781032190686
• Einband: Tapa dura
• Auflage: 1
• Anzahl der Seiten: 134
• Herausgeber: Pillai Anitha S., Menon Bindu
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar