AI in MRI-based Brain Disease Prediction
暫譯: 基於MRI的腦部疾病預測中的AI
Liu, Jin, Wang, Jianxin, Pan, Yi
- 出版商: CRC
- 出版日期: 2026-04-14
- 售價: $5,950
- 貴賓價: 9.5 折 $5,652
- 語言: 英文
- 頁數: 334
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032828714
- ISBN-13: 9781032828718
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相關分類:
DeepLearning
尚未上市，無法訂購
相關主題
商品描述
AI in MRI-based Brain Disease Prediction presents a comprehensive exploration of artificial intelligence technologies in the analysis of magnetic resonance imaging (MRI) for brain disease prediction. Bridging medical imaging, neuroscience, and AI, this volume covers core methodologies--such as deep learning, multimodal fusion, and fast MRI processing--and applies them to neurological disorders including Alzheimer's, Parkinson's, stroke, glioma, and autism. Featuring theoretical foundations, real-world case studies, and cutting-edge applications, the book serves as a valuable resource for researchers, clinicians, and students. It aims to foster interdisciplinary innovation and support the advancement of precision medicine in brain healthcare.
商品描述(中文翻譯)
《基於MRI的腦部疾病預測中的人工智慧》全面探討了人工智慧技術在磁共振成像（MRI）分析中對腦部疾病預測的應用。本書橋接了醫學影像學、神經科學與人工智慧，涵蓋了核心方法論，如深度學習、多模態融合及快速MRI處理，並將其應用於包括阿茲海默症、帕金森氏症、中風、膠質瘤及自閉症等神經系統疾病。書中包含理論基礎、實際案例研究及前沿應用，為研究人員、臨床醫生及學生提供了寶貴的資源。其目標是促進跨學科創新，並支持腦部健康護理中精準醫療的發展。
作者簡介
Jin Liu is a professor at Central South University, focusing on medical image computing and AI in neuroimaging. Jianxin Wang, also a professor at Central South University, specializes in foundational AI methods and their applications in healthcare. Yi Pan is a distinguished professor at Shenzhen Institute of Advanced Technology, focusing on core AI technologies and medical applications. Together, they bring complementary expertise to promote AI-driven innovations in brain disease prediction and neuroimaging analysis.
作者簡介(中文翻譯)
劉進是中南大學的教授，專注於醫學影像計算和神經影像學中的人工智慧。王建新，同樣是中南大學的教授，專精於基礎人工智慧方法及其在醫療保健中的應用。潘毅是深圳先進技術研究院的特聘教授，專注於核心人工智慧技術和醫療應用。他們共同帶來互補的專業知識，以促進基於人工智慧的腦部疾病預測和神經影像分析的創新。
