Related Experiment Video
Updated: Feb 12, 2026

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
Published on: December 15, 2023
Expert Consensus on Ethical Governance for Clinical Applications of Generative Medical Artificial Intelligence(2025
Meng-Chun Gong1,2, Yong-Hui Ma3, Hui Pan4
1Guangzhou Medical University Women and Children's Medical Center, Guangzhou 511400, China.
Generative medical artificial intelligence (GMAI) offers significant clinical benefits but poses ethical challenges. This consensus establishes a governance framework for GMAI
Area of Science:
- Medical Artificial Intelligence
- Healthcare Ethics
- Clinical Governance
Background:
- Generative medical artificial intelligence (GMAI) is rapidly advancing in healthcare, transforming diagnosis and treatment.
- GMAI applications include diagnostic suggestions, treatment optimization, and enhanced doctor-patient communication.
- Novel ethical challenges arise from GMAI's open-ended nature, including bias, accountability, privacy, and cultural adaptability.
Purpose of the Study:
- To address the lag in ethical governance for GMAI.
- To establish a standardized governance framework for GMAI in clinical practice.
- To provide guidance for ethical review in GMAI research and application within China's context.
Main Methods:
- Assembled a multidisciplinary expert panel (medical ethics, clinical medicine, AI, hospital management, public health, law).
- Utilized a "prevention-control-remediation" governance logic.
- Conducted two rounds of expert consultations integrating international norms and domestic policies.
Main Results:
- Developed a consensus on ethical governance for GMAI.
- Provided a reference for clinical ethical review of GMAI.
- Established an authoritative guidance framework tailored to China's requirements.
Conclusions:
- Ethical governance for GMAI requires a standardized framework to address emerging challenges.
- The developed consensus offers a practical guide for ethical clinical application of GMAI.
- This framework supports responsible innovation and implementation of GMAI in healthcare.
More Related Videos
09:11Automation of the Micronucleus Assay Using Imaging Flow Cytometry and Artificial Intelligence
Published on: January 27, 2023
05:50International Expert Consensus and Recommendations for Neonatal Pneumothorax Ultrasound Diagnosis and Ultrasound-guided Thoracentesis Procedure
Published on: March 12, 2020
Related Concept Videos
Ethics in Research
RNA Editing
Clinical Applications of Epidermal Stem Cells
Local Anesthetics: Clinical Application as Spinal Anesthesia
Local Anesthetics: Clinical Application as Epidural Anesthesia
Since epidural anesthetics can be infused through an epidural catheter, all types of drugs, including short-acting ones, can be administered. Chloroprocaine and lidocaine are examples of short and long-duration anesthetics, respectively. Bupivacaine...
Intelligence