Human-AI Interaction for Digital Healthcare Systems

Erscheinungsjahr 2027
ISBN: 978-0-443-58177-9
Verlag: Elsevier Science

Buch, Englisch, 220 Seiten, Format (B × H): 152 mm x 229 mm

Human-AI Interaction for Digital Healthcare Systems defines Human-AI Interaction (HAII) as the next evolutionary phase of Human-Computer Interaction, addressing the shift from reactive systems to proactive AI agents. Using digital healthcare as its primary application domain, it introduces a rigorous, evidence-based methodology for designing AI systems that are effective, safe, and trusted in real-world clinical contexts. The text integrates the Sensing–Reasoning–Actuating (SRA) loop into human-centered design, balancing system efficacy with environmental conformance. It provides structured guidance across the full lifecycle, analysis, planning, design, and evaluation,ensuring AI systems deliver measurable clinical and user value. Beyond theory, the book emphasizes empirical validation, detailing controlled experiments (e.g., RCTs) and real-world performance analysis using Real-World Data (RWD) and Real-World Evidence (RWE), with explicit consideration of regulatory requirements for Software as a Medical Device (SaMD).

Autoren/Hrsg.

Kim, Jinwoo

Fachgebiete

• Naturwissenschaften Biowissenschaften Biowissenschaften

Inhaltsverzeichnis

Part 1: Understanding
1. Concepts of Human-AI Interaction
2. HAII and the User Experience
3. Principles of Utility
4. Principles of Usability
5. Principles of Reliability

Part 2: Analyze
6. Stakeholder Analysis
7. Task Analysis
8. Analyzing Context

Part 3: Planning
9. Planning a Concept Mockup
10. Planning Your Business Model

Part 4: Designing
11. Architectural Design
12. Interaction Design
13. Interface Design

Part 5: Evaluation
14. Evaluating Controlled Experiments
15. Real-World Field Evaluation

Über Autor(innen)

Kim, Jinwoo
Professor Jinwoo Kim, the visionary founder of the Yonsei University HCI Lab, is a globally recognized scholar with a distinguished 30+ year career in Human-Computer Interaction. Demonstrating unparalleled academic leadership, he has guided the evolution of the field across three major paradigm shifts—from the early Internet to mobile, and now the AI era—authoring foundational texts like HCI 1.0, HCI 2.0, and HAII 3.0. Bridging the gap between theory and practice, Professor Kim successfully ventured into the industry by founding the digital therapeutics (DTx) company 'HAII' in 2016. He has driven monumental contributions to healthcare AI by developing and commercializing innovative digital medicines such as Anzeilax for anxiety, Alzguard for cognitive impairment, and Repeech for speech rehabilitation. His dual expertise in academic rigor and clinical development empowers this book's methodologies with unmatched credibility.