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[Clinical intelligence and artificial intelligence: a question of nuance].
1Faculté de médecine, université Paris-Diderot, 10 avenue de Verdun, 75010 Paris, France.
Medecine Sciences : M/S
|October 19, 2019
Summary
Artificial intelligence (AI) shows promise in medical diagnostics but faces limited real-world evidence. Clinical intelligence can serve as a "human guarantee" for AI, enhancing medical decisions and patient care through synergy.
Area of Science:
- Medical Informatics
- Clinical Decision-Making
- Artificial Intelligence in Healthcare
Background:
- Artificial intelligence (AI) demonstrates high performance in medical image analysis for diagnosis and prognosis.
- Evidence of AI's impact in routine clinical practice remains limited.
- Introduction of AI into frontline clinical settings faces reservations and criticisms.
Purpose of the Study:
- To analyze the characteristics of clinical intelligence in medical practice.
- To examine the successes, promises, limitations, and criticisms of AI in medicine.
- To highlight the importance of ethical and regulatory aspects, including a
- human guarantee
- for AI.
Main Methods:
- Forum discussion analyzing clinical intelligence and AI in medicine.
- Review of AI's successes, promises, limitations, and criticisms.
- Emphasis on ethical and regulatory considerations for AI implementation.
Main Results:
- Clinical intelligence possesses unique characteristics relevant to medical practice.
- AI offers significant potential but faces practical challenges and ethical concerns.
- A
- human guarantee
- for AI is crucial, as proposed by ethical committees.
Conclusions:
- Clinical intelligence can function as the essential
- human guarantee
- for AI in medicine.
- The complementarity of clinical intelligence and AI can significantly improve decision-making quality.
- Synergistic integration of AI and clinical intelligence promises superior patient care outcomes compared to standalone applications.
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