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International Journal of Computer Assisted Radiology and Surgery

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13-03-2024 | Editorial

Regulation of AI algorithms for clinical decision support: a personal opinion

Author: Kris Kandarpa

Published in: International Journal of Computer Assisted Radiology and Surgery | Issue 4/2024

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If information is the fabric our societies, then misinformation is the scissors. Misinformation in science and in medicine will destroy the trust borne of a long-existing assumed, but fragile, social contract. In abiding with this contract with their patients, physicians must responsibly apply their skills and tools, be it for diagnosis or treatment, by respecting the central maxim of medicine of first doing no harm. This should be the guiding principle for all stakeholders in this present context. …

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Herrington J, McCradden MD, Creel K et al (2023) Ethical considerations for artificial intelligence in medical imaging: data collection, development, and evaluation. J Nucl Med 64:1848–1854CrossRef

Whitney HM, Baughan N, Myers K, et al. (2023) Longitudinal assessment of demographic representativeness in the medical imaging and data resource center open data commons. J Medical Imaging— in press. https://arvix.org/abs/2303.10501

Federov A, Longabaugh WJR, Pot D et al (2023) National cancer institute imaging data commons: towards transparency, reproducibility, and scalability in imaging artificial intelligence. Radiographics 43:1–14

Drukker K, Chen W, Gichoya J et al (2023) Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment. J Med Imaging. https://doi.org/10.1117/1.JMI.10.6.061104CrossRef

Mitchell M, Wu S, Zaldivar A, et al. (2019) Model cards for model reporting. Association of Computing Machinery. https://doi.org/10.1145/3287560.3287596

IBM AI Factsheet (2023). https://dataplatform.cloud.ibm.com/docs/content/wsj/analyze-data/actsheets-model-inventory.html?context=cpdaasf

Shah S and El-Sayed A. (2021) Medical Algorithms Need Better Regulation. Scientific American. www.springernature.com/us

Nelson, A. (2024) The right way to regulate AI. Focus on its possibilities, Not Its Perils. Foreign Affairs: https://www.foreignaffairs.com/united-states/right-way-regulate-aialondra-nelson

Thierer A and Chilson N. (2023) The problem with AI licensing & an FDA for algorithms. The Federalist Society. info@fedsoc.org.

10.

FDA Clinical Decision Support Software (2022) Guidance for Industry and Food and Drug Administration Staff. Document issued on September 28

11.

Fuhrman JD, Gorre N, Hu Q et al (2021) A review of explainable and interpretable AI applications in COVID-19 imaging. Med Phys. https://doi.org/10.1002/mp.15359CrossRefPubMed

12.

Cui S, Traverso A, Niraula D et al (2023) Interpretable Artificial Intelligence in Radiology & Radiation Oncology. Br J Radiol. https://doi.org/10.1259/bjr.20230142CrossRefPubMedPubMedCentral

13.

Neeley T. (2023) Eight questions about using AI responsibly, answered. The big ideas series/ethics in the age of AI. (@tsedal) Harvard Business Review

14.

Huag CJ, Drazen JM (2023) Artificial intelligence and machine learning in clinical medicine. N Engl J Med 388:1203–1208. https://doi.org/10.1056/NEJMra2302038CrossRef

15.

Lee P, Bubeck S, Petro J (2023) Benefits, limits, and risks of GPT-4 as an AI chatbot for medicine. N Engl J Med 388:1233–1239CrossRefPubMed

16.

‘A New Era’ for Europe-EU AI Act Agreed: https://european-union.europa.eu/index_en

17.

Moassefi M, Faghani S, Khosravi B et al (2023) Artificial intelligence in radiology: overview of application types, design, and challenges. Semin Roentgenol. https://doi.org/10.1053/j.ro.2023.01.005CrossRefPubMed

18.

AI in Health Professions Education: Proceedings of a Workshop (2023). National Academies. https://doi.org/10.17226/27174

Title: Regulation of AI algorithms for clinical decision support: a personal opinion
Author: Kris Kandarpa
Publication date: 13-03-2024
Publisher: Springer International Publishing
Published in: International Journal of Computer Assisted Radiology and Surgery / Issue 4/2024
Print ISSN: 1861-6410
Electronic ISSN: 1861-6429
DOI: https://doi.org/10.1007/s11548-024-03088-0

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