Artificial Intelligence in Medicine: Basic Knowledge, Applications, Ethics and Perspectives.

Background: Artificial intelligence (AI) is rapidly transforming medicine through advanced diagnostic, prognostic, and decision‐support systems. Objective: To summarize the fundamental concepts, clinical applications, ethical issues, and future perspectives of AI in healthcare. Methods: A narrative...

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Publicado en:Journal of Evaluation in Clinical Practice Vol. 32; no. 4; pp. 1 - 24
Autores principales: Cascella, Marco, Avella, Maria Teresa, Pumpo, Marcello Di, Sebastiani, Enrico, Bussa, Martino, Tagliaferri, Alessio, Brunetti, Barbara, Meloni, Pierluigi, Bianchini, Elisa, Graziani, Paolo, Faustini, Federico, D'Onofrio, Guido, Manetta, David, Catania, Cristina Angela, Imbesi, Cristina, Pane, Cesare, Fusco, Roberta, Granata, Vincenza
Formato: pictorial review tables/charts Journal Article
Publicado: Wiley-Blackwell Jun2026
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Jun2026
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        atl: Artificial Intelligence in Medicine: Basic Knowledge, Applications, Ethics and Perspectives.
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        au:
          Cascella, Marco
          Avella, Maria Teresa
          Pumpo, Marcello Di
          Sebastiani, Enrico
          Bussa, Martino
          Tagliaferri, Alessio
          Brunetti, Barbara
          Meloni, Pierluigi
          Bianchini, Elisa
          Graziani, Paolo
          Faustini, Federico
          D'Onofrio, Guido
          Manetta, David
          Catania, Cristina Angela
          Imbesi, Cristina
          Pane, Cesare
          Fusco, Roberta
          Granata, Vincenza
        affil: Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Salerno Baronissi,, Italy
      sug:
        subj:
          Health Care Delivery
          Machine Learning
          Deep Learning
          Neural Networks (Computer)
          Artificial Intelligence Utilization
          Artificial Intelligence Ethical Issues
          Specialties, Medical
          Diagnosis, Computer Assisted
          Prediction Models
          Diagnostic Imaging
          Individualized Medicine
          Data Quality
          Implementation Science
          User-Computer Interface
          Decision Making, Clinical
          Medical Informatics
          Decision Support Systems, Clinical
      ab: Background: Artificial intelligence (AI) is rapidly transforming medicine through advanced diagnostic, prognostic, and decision‐support systems. Objective: To summarize the fundamental concepts, clinical applications, ethical issues, and future perspectives of AI in healthcare. Methods: A narrative review of current evidence on machine learning, deep learning, neural networks, and AI applications across major medical specialties was conducted. Results: AI demonstrated high performance in diagnostic support, prognostic prediction, medical imaging, and personalized medicine. However, limitations related to data quality, generalizability, transparency, and ethical concerns remain significant challenges. Conclusions: AI has strong potential to improve healthcare delivery and precision medicine, although robust validation, ethical oversight, and appropriate regulation are essential for safe clinical implementation.
      pubtype: Academic Journal
      doctype:
        pictorial
        review
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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