Multimodal AI in Healthcare
Springer Nature
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This book is a unique guide that explores how multimodal AI is revolutionizing various domains of healthcare. It thoroughly discusses different data modalities—ranging from medical images and genomics to patient records—and techniques to combine diverse sources to create richer, more accurate insights. The book delves into the transformative role of Multimodal Artificial Intelligence (AI) in healthcare, covering diagnosis, treatment, and rehabilitation. It highlights advanced AI-driven diagnostic techniques, such as early cancer detection, AI in TB diagnostics, and precision diagnostics in clinical microbiology, showcasing AI's ability to enhance disease identification. Additionally, it examines AI's impact on critical and emergency care, with chapters on multimodal integration in stroke treatment, AI-driven systems in ICUs, pediatric emergency care, and AI applications in surgery and surgical healthcare. A key focus is AI in primary and public healthcare, addressing its role in strengthening primary health systems, promoting health equity, and revolutionizing oral healthcare. The book also discusses the use of multimodal AI chatbots for medical laboratory result interpretation…