《人工智能在医学中的应用》，第一版，斯蒂芬·汤普森

English | 2024 | ISBN: 9781003369059 | 265 pages | True PDF | 26.66 MB

In the ever-evolving realm of healthcare, Artificial Intelligence in Medicine emerges as a trailblazing guide, offering an extensive exploration of the transformative power of Artificial Intelligence (AI). Crafted by leading experts in the field, this book sets out to bridge the gap between theoretical understanding and practical application, presenting a comprehensive journey through the foundational principles, cutting-edge applications, and the potential impact of AI in the medical landscape.

This book embarks on a journey from foundational principles to advanced applications, presenting a holistic perspective on the integration of AI into diverse aspects of medicine. With a clear aim to cater to both researchers and practitioners, the scope extends from fundamental AI techniques to their innovative applications in disease detection, prediction, and patient care.

Distinguished by its practical orientation, each chapter presents actionable workflows, making theoretical concepts directly applicable to real-world medical scenarios. This unique approach sets the book apart, making it an invaluable resource for learners and practitioners alike.

Key Features

• Comprehensive Exploration: From deep learning approaches for cardiac arrhythmia to advanced algorithms for ocular disease detection, the book provides an in-depth exploration of critical topics, ensuring a thorough understanding of AI in medicine.

• Cutting-Edge Applications: The book delves into cutting-edge applications, including a vision transformer-based approach for brain tumor detection, early diagnosis of skin cancer, and a deep learning-based model for early detection of COVID-19 using chest X-ray images.

• Practical Insights: Practical workflows and demonstrations guide readers through the application of AI techniques in real-world medical scenarios, offering insights that transcend theoretical boundaries.

This book caters to researchers, practitioners, and students in medicine, computer science, and healthcare technology. With a focus on practical applications, this book is an essential guide for navigating the dynamic intersection of AI and medicine. Whether you are an expert or a newcomer to the field, this comprehensive volume provides a roadmap to the revolutionary impact of AI on the future of healthcare.

在不断演进的医疗领域中，人工智能医学正成为一位开拓性的向导，提供对人工智能（AI） transformative 力量的广泛探索。由该领域的领先专家打造的这本书旨在弥合理论理解与实际应用之间的差距，通过全面介绍基础原则、尖端应用以及AI 在医疗景观中的潜在影响来带领读者踏上旅程。 这本书从基础原则出发，走向高级应用，以整体视角呈现 AI 在医学诸多方面的整合。明确的目标是满足研究人员和实践者的需要，其范围从基本的 AI 技术到用于疾病检测、预测和患者护理的创新应用。 该书通过实用导向，每章都展示了可操作的工作流，使理论概念直接适用于实际医疗场景中。这种独特的方法使其与其他书籍不同，使之成为学习者和实践者皆有价值的资源。 关键特点 • 全面探索：从深度学习方法用于心律失常到先进的算法用于眼部疾病检测，该书提供了对重要主题的深入探讨，确保了医学领域内 AI 的彻底理解。 • 研究前沿应用：该书深入探讨研究尖端的应用，包括基于视觉变压器的方法用于脑肿瘤检测、皮肤癌早期诊断以及使用胸部X光片进行早期COVID-19 检测的人工智能深度学习模型。 • 实践见解：实用的工作流和演示引导读者通过实际医疗场景中AI 技术的应用，提供超越理论边界的洞见。 这本书面向医学、计算机科学和健康技术领域的研究人员、实践者与学生。它专注于实用应用，是导航 AI 与医疗交叉点的不可或缺指南。无论你是该领域的一名专家还是新手，这部全面书籍都将为未来医疗保健的发展提供路线图，彰显AI 的革命性影响。

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