EVOLUTION OF AI VALUE IN CHINESE CLINICAL PRACTICE: A 2025 SURVEY AND CASE SERIES ON PHYSICIAN-PRIORITIZED APPLICATIONS

Author(s)

Adele Li, MBA, David Wang, MBA, Yixuan Zhou, MSc;
Gooddr Marketing & Consulting Co.,Ltd, Shanghai, China
OBJECTIVES: In 2025, artificial intelligence (AI) integration in Chinese healthcare reached a structural inflection point. This study aims to evaluate the real-world value proposition of AI among Chinese physicians. Specifically, it seeks to identify the applications physicians perceive as "most helpful" and conduct deep-dive case studies on these prioritized tools to understand how they transform clinical decision-making, workflow efficiency, and patient outcomes from an episodic to a longitudinal care model.
METHODS: Data were drawn from the 2025 Digital Life Physician (DLP) cross-sectional survey (N=5,000). Physicians who utilized AI were asked a specific open-ended question to identify the single AI application most beneficial to their clinical work, detailing the disease area and usage scenario. Based on these responses, a mixed-methods approach was applied: quantitative frequency analysis identified top-performing application archetypes, followed by targeted secondary desk research to validate the clinical evidence, operational mechanics, and outcome metrics of the highest-ranked use cases.
RESULTS: The analysis revealed six dominant AI archetypes shifting from experimental tools to core infrastructure. In chronic disease management, AI-driven physician-patient collaborative platforms improved hypertension control rates from 45% to 70% by automating follow-ups. Disease-specific Large Language Models (LLMs) for rare diseases reduced diagnostic timelines from four years to under four weeks through explainable reasoning chains. In imaging, functional assessment tools (e.g., CT-derived fractional flow reserve) and stroke decision support systems compressed interpretation times significantly (e.g., from 30 to 3 minutes) and extended therapeutic windows from 4.5 to 24 hours, enabling standardized care across tiered hospital systems.
CONCLUSIONS: Chinese physicians are actively transitioning AI from a diagnostic aid to a continuous care enabler. The physician-prioritized cases demonstrate that high-value AI applications are those embedded in workflows that standardize decisions and improve longitudinal outcomes. This necessitates HEOR value frameworks that capture long-term disease management benefits and system-wide equity improvements rather than solely immediate procedural efficiency.

Conference/Value in Health Info

2026-05, ISPOR 2026, Philadelphia, PA, USA

Value in Health, Volume 29, Issue S6

Code

HSD97

Topic

Health Service Delivery & Process of Care

Disease

No Additional Disease & Conditions/Specialized Treatment Areas

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