Adoption of AI in Oncological Imaging: Ethical, Regulatory, and Medical-Legal Challenges.

Journal: Critical reviews in oncogenesis
Published Date:

Abstract

Artificial Intelligence (AI) algorithms have shown great promise in oncological imaging, outperforming or matching radiologists in retrospective studies, signifying their potential for advanced screening capabilities. These AI tools offer valuable support to radiologists, assisting them in critical tasks such as prioritizing reporting, early cancer detection, and precise measurements, thereby bolstering clinical decision-making. With the healthcare landscape witnessing a surge in imaging requests and a decline in available radiologists, the integration of AI has become increasingly appealing. By streamlining workflow efficiency and enhancing patient care, AI presents a transformative solution to the challenges faced by oncological imaging practices. Nevertheless, successful AI integration necessitates navigating various ethical, regulatory, and medical-legal challenges. This review endeavors to provide a comprehensive overview of these obstacles, aiming to foster a responsible and effective implementation of AI in oncological imaging.

Authors

  • Marco Ali
    Unit of Diagnostic Imaging and Stereotactic Radiotherapy, Centro Diagnostico Italiano S.p.A., Via Saint Bon 20, 20147, Milan, Italy.
  • Arianna Fantesini
    Suor Orsola Benincasa University, Corso Vittorio Emanuele 292, 80135 Naples, Italy; RE:LAB s.r.l., Via Tamburini, 5, 42122 Reggio Emilia, Italy. Electronic address: arianna.fantesini@re-lab.it.
  • Marco Tullio Morcella
    Studio Legale Manlio Morcella, Via di Ripetta, 142, Rome, Italy.
  • Simona Ibba
    Unit of Diagnostic Imaging and Stereotactic Radiosurgery, CDI Centro Diagnostico Italiano S.p.A., Via Simone Saint Bon 20, 20147 Milan, Italy. Electronic address: simona.ibba@cdi.it.
  • Gennaro D'Anna
    Neuroimaging Unit, ASST Ovest Milanese, Via Papa Giovanni Paolo II, Legnano (Milan), Italy.
  • Deborah Fazzini
    Unit of Diagnostic Imaging and Stereotactic Radiotherapy, Centro Diagnostico Italiano S.p.A., Via Saint Bon 20, 20147, Milan, Italy.
  • Sergio Papa
    Unit of Diagnostic Imaging and Stereotactic Radiotherapy, Centro Diagnostico Italiano S.p.A., Via Saint Bon 20, 20147, Milan, Italy.