Machine Learning and Deep Learning in Neuroimaging Data Analysis

Pillai, Anitha S., Menon, Bindu

Machine Learning and Deep Learning in Neuroimaging Data Analysis
  • 出版商: CRC
  • 出版日期: 2024-02-15
  • 售價: $4,800
  • 貴賓價: 9.5 折 $4,560
  • 語言: 英文
  • 頁數: 124
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 103219068X
  • ISBN-13: 9781032190686
  • 相關分類: Data Science、Machine Learning、DeepLearning

    • 海外代購書籍(需單獨結帳)

商品描述

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.

商品描述(中文翻譯)

本書探討了機器學習和深度學習如何協助神經學家在識別、分類或預測需要神經影像學的神經問題方面發揮作用。通過建模高維數據集，監督式學習算法可以幫助將腦部影像與行為或臨床觀察相關聯。

作者簡介

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.

作者簡介(中文翻譯)

Anitha S. Pillai是印度Hindustan Institute of Technology and Science的計算機科學學院教授。她在自然語言處理領域獲得了博士學位，並擁有三十年的教學和研究經驗。她在國內外會議和期刊上撰寫和合著了多篇論文。她還是AtINeu-神經學人工智能的聯合創始人，專注於人工智能在神經疾病中的應用。

Bindu Menon教授是安得拉邦尼洛爾的阿波羅醫院的高級顧問神經學家，擁有20年的教學經驗。她在各種國際和國內期刊上發表了90多篇論文，並發表了100篇論文和編輯了2本書；她還有14個章節的貢獻。她獲得了美國神經學學會、世界中風組織、愛丁堡皇家內科醫師學院、印度神經學學會、印度老年學會、印度內科醫師學院和印度裔全球醫師協會的獎學金。

她擔任多個職位，並獲得了多個國際和國內獎項。她是Bindu Menon博士基金會的創始人，也是AtINeu-神經學人工智能的聯合創始人。

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