This paper is in the following e-collection/theme issue:

Reviews in Medical Informatics (97) Clinical Information and Decision Making (1656) Decision Support for Health Professionals (1338) Machine Learning (1738) Natural Language Processing (801) Quality Improvement (275)

Published on in Vol 8, No 7 (2020): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/18599, first published .
Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review

Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review

Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review

Authors of this article:

Avishek Choudhury1 Author Orcid Image ;   Onur Asan1 Author Orcid Image
Article Authors Cited by (216) Tweetations (19) Metrics

Journals

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  133. Hilliard A, Kazim E, Ledain S. Are the robots taking over? On AI and perceived existential risk. AI and Ethics 2024 View
  134. Stogiannos N, O'Regan T, Scurr E, Litosseliti L, Pogose M, Harvey H, Kumar A, Malik R, Barnes A, McEntee M, Malamateniou C. Lessons on AI implementation from senior clinical practitioners: An exploratory qualitative study in medical imaging and radiotherapy in the UK. Journal of Medical Imaging and Radiation Sciences 2025;56(1):101797 View
  135. Pellegrino M, Lombardo G, Poggi A. Towards Digital Twins in Healthcare: Optimizing Operating Room and Recovery Room Dynamics. Procedia Computer Science 2024;246:4732 View
  136. Epelde F. Revolutionizing Patient Safety: The Economic and Clinical Impact of Artificial Intelligence in Hospitals. Hospitals 2024;1(2):185 View
  137. Colacci M, Huang Y, Postill G, Zhelnov P, Fennelly O, Verma A, Straus S, Tricco A. Sociodemographic bias in clinical machine learning models: a scoping review of algorithmic bias instances and mechanisms. Journal of Clinical Epidemiology 2025;178:111606 View
  138. Mani Z, Albagawi B. AI frontiers in emergency care: the next evolution of nursing interventions. Frontiers in Public Health 2024;12 View
  139. Chaudhry Z, Choudhury A. Clinical Applications of Artificial Intelligence in Occupational Health. Journal of Occupational & Environmental Medicine 2024;66(12):943 View
  140. Che Y, Zhao M, Gao Y, Zhang Z, Zhang X. Application of machine learning for mass spectrometry-based multi-omics in thyroid diseases. Frontiers in Molecular Biosciences 2024;11 View
  141. Gustafson K, Rowe C, Gavaza P, Bernknopf A, Nogid A, Hoffman A, Jones E, Showman L, Miller V, Abdel Aziz M, Brand-Eubanks D, Do D, Berman S, Chu A, Dave V, Devraj R, Hintze T, Munir F, Mohamed I, Ogunsanya M, Prudencio J, Singh D, Southwood R. Pharmacists’ perceptions of artificial intelligence: A national survey. Journal of the American Pharmacists Association 2025;65(1):102306 View
  142. Mohsin Khan M, Shah N, Shaikh N, Thabet A, alrabayah T, Belkhair S. Towards secure and trusted AI in healthcare: A systematic review of emerging innovations and ethical challenges. International Journal of Medical Informatics 2025;195:105780 View
  143. Ferede D. Artificial Intelligence (AI) and Healthcare Capabilities: A Systematic Literature Review. F1000Research 2025;14:20 View
  144. De Micco F, Di Palma G, Ferorelli D, De Benedictis A, Tomassini L, Tambone V, Cingolani M, Scendoni R. Artificial intelligence in healthcare: transforming patient safety with intelligent systems—A systematic review. Frontiers in Medicine 2025;11 View
  145. Reshadi M, Chehragh A. A review of medical tourism entrepreneurship and marketing at regional and global levels and a quick glance into the applications of artificial intelligence in medical tourism. AI & SOCIETY 2025 View
  146. Mane D, Deshmukh A, Ambare R, Solankar A, Madane C. AI in autoimmune diseases: Transforming diagnosis and treatment. Journal of Pharmaceutical and Biological Sciences 2025;12(2):109 View
  147. Kahlon S, Sleet M, Sujka J, Docimo S, DuCoin C, Dimou F, Mhaskar R. Evaluating the concordance of ChatGPT and physician recommendations for bariatric surgery. Canadian Journal of Physiology and Pharmacology 2025;103(2):70 View
  148. Mane D, Khuspe P. Machine learning in ocular oncology and oculoplasty: Transforming diagnosis and treatment. IP International Journal of Ocular Oncology and Oculoplasty 2025;10(4):196 View
  149. Shi S, Zhang L, Zhang S, Shi J, Hong D, Wu S, Pan X, Lin W. Developing a rapid screening tool for high-risk ICU patients of sepsis: integrating electronic medical records with machine learning methods for mortality prediction in hospitalized patients—model establishment, internal and external validation, and visualization. Journal of Translational Medicine 2025;23(1) View
  150. Zhang X, Li Y, Zhang X. ASMWP: Adaptive spatial masking for weakly-supervised point cloud semantic segmentation. Knowledge-Based Systems 2025;310:113016 View
  151. Shangina A, Benimetskaya K, Efremova Y, Uranov A, Kovalev E, Mikheenko I, Losik D, Boytsov S. Personalized approach to treatment choice using a digital profile of patient with cardiovascular diseases: the features of clinical decision-making support service. Russian Cardiology Bulletin 2024;19(4):105 View
  152. Oliveira M, Mendes F, Martins M, Cardoso P, Fonseca J, Mascarenhas T, Saraiva M. The Role of Artificial Intelligence in Urogynecology: Current Applications and Future Prospects. Diagnostics 2025;15(3):274 View
  153. Chityala R, Bishwakarma S, Shah K, Pandey A, Saad M. Can artificial intelligence lower the global sudden cardiac death rate? A narrative review. Journal of Electrocardiology 2025;89:153882 View
  154. Scribano Parada M, González Palau F, Valladares Rodríguez S, Rincon M, Rico Barroeta M, García Rodriguez M, Bueno Aguado Y, Herrero Blanco A, Díaz-López E, Bachiller Mayoral M, Losada Durán R. Preclinical Cognitive Markers of Alzheimer Disease and Early Diagnosis Using Virtual Reality and Artificial Intelligence: Literature Review. JMIR Medical Informatics 2025;13:e62914 View
  155. Bhavanasi B, Kulkarni S. Avoiding never events in orthopaedics theatres: a quality improvement project. BMJ Open Quality 2025;14(1):e002971 View
  156. Lounsbury O, Brant K, Kim J, Kane A. Getting the most out of organizational safety work: Accessible considerations for integration of artificial intelligence. Journal of Patient Safety and Risk Management 2025;30(1):6 View
  157. Boo Y, Choi Y. A comparative analysis of trauma-related mortality in South Korea using classification models. International Journal of Medical Informatics 2025;196:105805 View
  158. Lear R, Averill P, Carenzo C, Tao R, Glampson B, Leon-Villapalos C, Latchford R, Mayer E. Co-producing a safe mobility and falls informatics platform to drive meaningful quality improvement in the hospital setting: a mixed-methods protocol for theinsightFallstudy. BMJ Open 2025;15(2):e082053 View
  159. Curiello S, Iannuzzi E, Meissner D, Nigro C. Mind the gap: unveiling the advantages and challenges of artificial intelligence in the healthcare ecosystem. European Journal of Innovation Management 2025 View
  160. Şahin D. Sağlık Hizmetlerinde Hasta Güvenliği ve Yapay Zekâ: Bibliyometrik Bir Analiz. Elektronik Sosyal Bilimler Dergisi 2025;24(2):764 View
  161. Zhang Z, Liu Z, Liu Y, Gu D, Zhang C, Wang Y, Bian Y. How Fatigued Are ICU Professional Nurses in Chinese Public Hospitals Due to Equipment Alarms? Cross-Section Study from Beijing’s Tertiary Hospital, China, 2022. Hospitals 2025;2(1):6 View
  162. Larsson I, Svedberg P, Nygren J, Petersson L. Healthcare leaders’ perceptions of the contribution of artificial intelligence to person-centred care: An interview study. Scandinavian Journal of Public Health 2025;53(1_suppl):72 View
  163. Adhikari S, Ahmed I, Bajracharya D, Khanal B, Solomon C, Jayaratne K, Mamum K, Talukder M, Shakya S, Manandhar S, Memon Z, Chowdhury M, ul Islam I, Rakhshani N, Khan M. Transforming healthcare through just, equitable and quality driven artificial intelligence solutions in South Asia. npj Digital Medicine 2025;8(1) View
  164. Patel M, Kumar S, Patel B, Patel S, Girdhar G, Patadiya H, Hirani T, Haque M. Impact of Artificial Intelligence on Periodontology: A Review. Cureus 2025 View
  165. L. Pohane A, J. Dighade S, S. Rithe E, R. Mangwani R, S. Raut A, S. Bhamburkar S. AI-Driven Advancements in Pharmacy: Enhancing Drug Discovery, Optimization and Clinical Decision-Making. International Journal of Innovative Science and Research Technology 2025:615 View
  166. Norouzi Aval R, Rafatpanah H, Sarbaz M, Mousavi Baigi S, Kimiafar K. Identification and Classification Features of Patient Portal, A Systematic Review. Health Science Reports 2025;8(3) View
  167. Ong J, Chen M, Ng N, Elangovan K, Tan N, Jin L, Xie Q, Ting D, Rodriguez-Monguio R, Bates D, Liu N. A scoping review on generative AI and large language models in mitigating medication related harm. npj Digital Medicine 2025;8(1) View
  168. Maheshwari A, Motta M, Lui K. Editorial. Newborn 2025;4(1):iv View
  169. Devika K, Varshitha E, Bhargavi C, Rao P. Artificial Intelligence: Transforming the Future of Robotic Surgery. International Journal of Innovative Science and Research Technology 2025:1155 View
  170. Sandu A, Chifiriuc M, Vrancianu C, Cristian R, Alistar C, Constantin M, Paun M, Alistar A, Popa L, Popa M, Tantu A, Sidoroff M, Mihai M, Marcu A, Popescu G, Tantu M. Healthcare-Associated Infections: The Role of Microbial and Environmental Factors in Infection Control—A Narrative Review. Infectious Diseases and Therapy 2025;14(5):933 View
  171. Tan J, Khanna A. Innovations in Perioperative Medicine: Technologies to Improve Outcomes. International Anesthesiology Clinics 2025 View
  172. Malde A, Prabhu V, Banga D, Hsieh M, Renduchintala C, Pirrallo R. A Machine Learning Approach for Predicting Maternal Health Risks in Lower-Middle-Income Countries Using Sparse Data and Vital Signs. Future Internet 2025;17(5):190 View
  173. Karuppan Perumal M, Rajan Renuka R, Kumar Subbiah S, Manickam Natarajan P. Artificial intelligence-driven clinical decision support systems for early detection and precision therapy in oral cancer: a mini review. Frontiers in Oral Health 2025;6 View
  174. Reis F, Neves G, Carvalho M, Nogueira L, Meziat-Filho N, Medeiros F, Sá Ferreira A. Mapping global research on artificial intelligence in physical therapy: a bibliometric analysis from 1990 to 2023. European Journal of Physiotherapy 2025:1 View
  175. Al Jnainati M, Jnainati J, Rath S, Aujla S, Nasir E, Govindarajan A, Samantaray Y, Semy M. Transforming paperwork with AI: applications across healthcare and other industries. AI & SOCIETY 2025 View

Books/Policy Documents

  1. Lingard L, Watling C. Story, Not Study: 30 Brief Lessons to Inspire Health Researchers as Writers. View
  2. Sounderajah V, Normahani P, Aggarwal R, Jayakumar S, Markar S, Ashrafian H, Darzi A. Artificial Intelligence in Medicine. View
  3. Li R, Li H, Tang B, Au W. Current State of Art in Artificial Intelligence and Ubiquitous Cities. View
  4. Sounderajah V, Normahani P, Aggarwal R, Jayakumar S, Markar S, Ashrafian H, Darzi A. Artificial Intelligence in Medicine. View
  5. Choudhury A, Saremi M, Urena E. Diverse Perspectives and State-of-the-Art Approaches to the Utilization of Data-Driven Clinical Decision Support Systems. View
  6. Agnihotri M, Pandit A. Revolutionizing Business Practices Through Artificial Intelligence and Data-Rich Environments. View
  7. Gupta M, Kalra R. System Design for Epidemics Using Machine Learning and Deep Learning. View
  8. Monlezun D. The Thinking Healthcare System. View
  9. Choudhury A, Urena E. Artificial Intelligence in Clinical Practice. View
  10. Rissanen A, Rissanen M. Health Information Science. View
  11. Wanis M, Yi W. Pharmaceutical Care in Digital Revolution. View
  12. Al-Worafi Y. Technology for Drug Safety. View
  13. Sharma R, Gulati A, Chopra K. Artificial Intelligence and Machine Learning in Healthcare. View
  14. Yeats A. Deprescribing and Polypharmacy in an Aging Population. View
  15. Debnath R, Ikbal A, Choudhury A, Mandal S, Palit P. Concepts in Pharmaceutical Biotechnology and Drug Development. View
  16. Schiffer J, Bancalari Solá F, Gasparini M, Ortiz M, Posteraro G, Farro I, Armentano R, Cymberknop L. Advances in Bioengineering and Clinical Engineering. View
  17. Borah N, Tripathi Y, Tanwar A, Tiwari D, Sinha A, Sharma S, Jabalia N, Mani R, Santoshi S, Bansal H. Artificial Intelligence and Machine Learning in Drug Design and Development. View
  18. Belagodu Sridhar S, Karattuthodi M, Parakkal S. Application of Artificial Intelligence in Neurological Disorders. View
  19. Gamaleldin M, Abdelhalim S, Abraham I. Pharmacovigilance - Facts, Challenges, Limitations and Opportunities. View
  20. Booven D, Cheng-Bang C, Meenakshy M. Artificial Intelligence in Urologic Malignancies. View
  21. Asif F, Qureshi M. Intersection of Human Rights and AI in Healthcare. View
  22. Yadav A, Jaiswal A, Singh T. Business Intelligence and Data Analytics. View
  23. Rokhshad R, Ducret M, Seifi S, Mansouri M, Schwendicke F. Artificial Intelligence for Oral Health Care. View
  24. Kuppusamy P. AI-Powered Digital Twins for Predictive Healthcare. View
  25. Ozturk N. Transforming Pharmaceutical Research With Artificial Intelligence. View
  26. Pandey A, Joseph J. AI and Blockchain Applications for Privacy and Security in Smart Medical Systems. View
  27. Visan A, Negut I. AI-Assisted Computational Approaches for Immunological Disorders. View

Conference Proceedings

  1. Choudhury A, Elkefi S, Asan O. 2020 IEEE International Symposium on Systems Engineering (ISSE). Impact of Gender on Doctor-Patient Communication and Emotion: Exploratory Analysis View
  2. Gursoy F, Kakadiaris I. 2022 IEEE International Conference on Data Mining Workshops (ICDMW). Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems View
  3. Shukla K, Lodha N. 2022 International Conference on Emerging Smart Computing and Informatics (ESCI). Investigating the Role of Artificial Intelligence in Building Smart Contact on Block-Chain View
  4. Garcia-Galan S, Cabrera J, Marchewka A, Munoz-Exposito J, Prado R, Galan-Davila A, Reyes N, Cruz-Lendinez A. 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC). Interpretable Fuzzy Rule-Based System for Fatal Ventricular Arrhythmia Risk Level Estimation due to QT-Prolonging Treatments View
  5. Maulana F, Lestari D, Purnomo A, Carollina D. PROCEEDINGS OF THE 9TH INTERNATIONAL SYMPOSIUM ON INNOVATIVE BIOPRODUCTION INDONESIA ON BIOTECHNOLOGY AND BIOENGINEERING 2022: Strengthening Bioeconomy through Applied Biotechnology, Bioengineering, and Biodiversity. Applied artificial intelligence in healthcare research with bibliometric approach View
  6. Paulraj K, Soms N, Samuel Azariya S, S S, J J, Sureshkumar V. 2023 OITS International Conference on Information Technology (OCIT). Smart Healthcare Monitoring System: Integrating IoT, Deep Learning, and XGBoost for Real-time Patient Diagnosis View
  7. Alrashdi I, Hossin M, Kamruzzaman M. 2023 IEEE Globecom Workshops (GC Wkshps). AI-Assisted Risk Management Systems in Healthcare Industries of Smart Cities View
  8. Aldoihi S, Alblalaihid K, Alzemaia F, Almoajel A, Hammami O, Alwablely S. 2023 20th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA). A System Approach to Detect Medical Errors in Operational Data in Hospitals View
  9. Praveena K, Patel J, Manjunatha , Dutt A, Khan I, Alkhafaji M. 2024 OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 4.0. Investigating the Applications of Artificial Intelligence In Enhancing Virtual Personal Assistants View
  10. Mshana N, Choudhary S, Garg V. 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT). Artificial Intelligence and Urinary Tract Infections: A Diagnostic Perspective View
  11. Khan Y, Hamed A. 2024 IEEE International Conference on Medical Artificial Intelligence (MedAI). Reinforcement Explainability of ChatGPT Prompts by Embedding Breast Cancer Self-Screening Rules into AI Responses View
  12. Janjua J, Ghazal T, Abushiba W, Abbas S. 2024 IEEE 65th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON). Optimizing Patient Outcomes with AI and Predictive Analytics in Healthcare View
  13. Dhiman P, Singh S, Bonkra A, Rana A, Giri J, Sabri M. 2024 2nd International Conference on Emerging Trends in Engineering and Medical Sciences (ICETEMS). Bibliometric Exploration of Healthcare Automation and Robotics Through the Lens of the Scopus Database View
  14. Kalyan K, Polaki S, Mereddy S, Marrapu A, Chappa M, K R. 2024 2nd International Conference on Signal Processing, Communication, Power and Embedded System (SCOPES). AI and IoT-Enabled Biosensors for Real-Time Health Monitoring in Medical Microbiology View