Published on in Vol 6, No 2 (2018): Apr-Jun

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/8912, first published .
Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis

Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis

Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis

Journals

  1. Romero-Brufau S, Wyatt K, Boyum P, Mickelson M, Moore M, Cognetta-Rieke C. A lesson in implementation: A pre-post study of providers’ experience with artificial intelligence-based clinical decision support. International Journal of Medical Informatics 2020;137:104072 View
  2. Kania L, Rao V. Restructuring Radiology Education to Improve Imaging Specificity. Academic Radiology 2021;28(3):433 View
  3. Catho G, Centemero N, Catho H, Ranzani A, Balmelli C, Landelle C, Zanichelli V, Huttner B. Factors determining the adherence to antimicrobial guidelines and the adoption of computerised decision support systems by physicians: A qualitative study in three European hospitals. International Journal of Medical Informatics 2020;141:104233 View
  4. Abedi V, Khan A, Chaudhary D, Misra D, Avula V, Mathrawala D, Kraus C, Marshall K, Chaudhary N, Li X, Schirmer C, Scalzo F, Li J, Zand R. Using artificial intelligence for improving stroke diagnosis in emergency departments: a practical framework. Therapeutic Advances in Neurological Disorders 2020;13:175628642093896 View
  5. Guenter D, Abouzahra M, Schabort I, Radhakrishnan A, Nair K, Orr S, Langevin J, Taenzer P, Moulin D. Design Process and Utilization of a Novel Clinical Decision Support System for Neuropathic Pain in Primary Care: Mixed Methods Observational Study. JMIR Medical Informatics 2019;7(3):e14141 View
  6. Beliakov G, Gagolewski M, James S. Aggregation on ordinal scales with the Sugeno integral for biomedical applications. Information Sciences 2019;501:377 View
  7. Heselmans A, Delvaux N, Laenen A, Van de Velde S, Ramaekers D, Kunnamo I, Aertgeerts B. Computerized clinical decision support system for diabetes in primary care does not improve quality of care: a cluster-randomized controlled trial. Implementation Science 2020;15(1) View
  8. Downie A, Hancock M, Abdel Shaheed C, McLachlan A, Kocaballi A, Williams C, Michaleff Z, Maher C. An Electronic Clinical Decision Support System for the Management of Low Back Pain in Community Pharmacy: Development and Mixed Methods Feasibility Study. JMIR Medical Informatics 2020;8(5):e17203 View
  9. Macheel C, Reicks P, Sybrant C, Evans C, Farhat J, West M, Tignanelli C. Clinical Decision Support Intervention for Rib Fracture Treatment. Journal of the American College of Surgeons 2020;231(2):249 View
  10. Camacho J, Zanoletti-Mannello M, Landis-Lewis Z, Kane-Gill S, Boyce R. A Conceptual Framework to Study the Implementation of Clinical Decision Support Systems (BEAR): Literature Review and Concept Mapping. Journal of Medical Internet Research 2020;22(8):e18388 View
  11. Murray-Torres T, Casarella A, Bollini M, Wallace F, Avidan M, Politi M. Anesthesiology Control Tower—Feasibility Assessment to Support Translation (ACTFAST): Mixed-Methods Study of a Novel Telemedicine-Based Support System for the Operating Room. JMIR Human Factors 2019;6(2):e12155 View
  12. Park Y, Kim Y, Yi B, Kim S. Clinical Decision Support Functions and Digitalization of Clinical Documents of Electronic Medical Record Systems. Healthcare Informatics Research 2019;25(2):115 View
  13. Akhloufi H, Verhaegh S, Jaspers M, Melles D, van der Sijs H, Verbon A, Baysari M. A usability study to improve a clinical decision support system for the prescription of antibiotic drugs. PLOS ONE 2019;14(9):e0223073 View
  14. Peiffer-Smadja N, Poda A, Ouedraogo A, Guiard-Schmid J, Delory T, Le Bel J, Bouvet E, Lariven S, Jeanmougin P, Ahmad R, Lescure F. Paving the Way for the Implementation of a Decision Support System for Antibiotic Prescribing in Primary Care in West Africa: Preimplementation and Co-Design Workshop With Physicians. Journal of Medical Internet Research 2020;22(7):e17940 View
  15. Shaikh F, Dehmeshki J, Bisdas S, Roettger-Dupont D, Kubassova O, Aziz M, Awan O. Artificial Intelligence-Based Clinical Decision Support Systems Using Advanced Medical Imaging and Radiomics. Current Problems in Diagnostic Radiology 2021;50(2):262 View
  16. Rundo L, Pirrone R, Vitabile S, Sala E, Gambino O. Recent advances of HCI in decision-making tasks for optimized clinical workflows and precision medicine. Journal of Biomedical Informatics 2020;108:103479 View
  17. Wong-Lin K, McClean P, McCombe N, Kaur D, Sanchez-Bornot J, Gillespie P, Todd S, Finn D, Joshi A, Kane J, McGuinness B. Shaping a data-driven era in dementia care pathway through computational neurology approaches. BMC Medicine 2020;18(1) View
  18. Li Y, Cao H, Allen C, Wang X, Erdelez S, Shyu C. Computational modeling of human reasoning processes for interpretable visual knowledge: a case study with radiographers. Scientific Reports 2020;10(1) View
  19. Saak S, Hildebrandt A, Kollmeier B, Buhl M. Predicting Common Audiological Functional Parameters (CAFPAs) as Interpretable Intermediate Representation in a Clinical Decision-Support System for Audiology. Frontiers in Digital Health 2020;2 View
  20. Torres Silva E, Uribe S, Smith J, Luna Gomez I, Florez-Arango J. XML Data and Knowledge-Encoding Structure for a Web-Based and Mobile Antenatal Clinical Decision Support System: Development Study. JMIR Formative Research 2020;4(10):e17512 View
  21. Kelsey E, Njeru J, Chaudhry R, Fischer K, Schroeder D, Croghan I. Understanding User Acceptance of Clinical Decision Support Systems to Promote Increased Cancer Screening Rates in a Primary Care Practice. Journal of Primary Care & Community Health 2020;11:215013272095883 View
  22. Usmanova G, Gresh A, Cohen M, Kim Y, Srivastava A, Joshi C, Bhatt D, Haws R, Wadhwa R, Sridhar P, Bahl N, Gaikwad P, Anderson J. Acceptability and Barriers to Use of the ASMAN Provider-Facing Electronic Platform for Peripartum Care in Public Facilities in Madhya Pradesh and Rajasthan, India: A Qualitative Study Using the Technology Acceptance Model-3. International Journal of Environmental Research and Public Health 2020;17(22):8333 View
  23. Klarenbeek S, Schuurbiers-Siebers O, van den Heuvel M, Prokop M, Tummers M. Barriers and Facilitators for Implementation of a Computerized Clinical Decision Support System in Lung Cancer Multidisciplinary Team Meetings—A Qualitative Assessment. Biology 2020;10(1):9 View
  24. Catho G, Centemero N, Waldispühl Suter B, Vernaz N, Portela J, Da Silva S, Valotti R, Coray V, Pagnamenta F, Ranzani A, Piuz M, Elzi L, Meyer R, Bernasconi E, Huttner B. How to Develop and Implement a Computerized Decision Support System Integrated for Antimicrobial Stewardship? Experiences From Two Swiss Hospital Systems. Frontiers in Digital Health 2021;2 View
  25. Casalino E, Bouzid D, Antoniol S, Choquet C, Colosi L, Pereira L, Agbessi A, Kenway P, Yazdanpanah Y, Ghazali D. Assessment of HIV-postexposure prophylaxis prescription quality after a training programme and assistance in decisions provided by a computer-based decision program: a cross-over study. Acta Clinica Belgica 2021:1 View
  26. Calisto F, Santiago C, Nunes N, Nascimento J. Introduction of human-centric AI assistant to aid radiologists for multimodal breast image classification. International Journal of Human-Computer Studies 2021;150:102607 View
  27. Kharbanda A, Vazquez-Benitez G, Ballard D, Vinson D, Chettipally U, Dehmer S, Ekstrom H, Rauchwerger A, McMichael B, Cotton D, Kene M, Simon L, Zhu J, Warton E, O’Connor P, Kharbanda E. Effect of Clinical Decision Support on Diagnostic Imaging for Pediatric Appendicitis. JAMA Network Open 2021;4(2):e2036344 View
  28. Tayefi M, Ngo P, Chomutare T, Dalianis H, Salvi E, Budrionis A, Godtliebsen F. Challenges and opportunities beyond structured data in analysis of electronic health records. WIREs Computational Statistics 2021 View
  29. Harahsheh A, Hamburger E, Saleh L, Crawford L, Sepe E, Dubelman A, Baram L, Kadow K, Driskill C, Prestidge K, Bost J, Berkowitz D. Promoting Judicious Primary Care Referral of Patients with Chest Pain to Cardiology: A Quality Improvement Initiative. Medical Decision Making 2021;41(5):559 View
  30. Laka M, Milazzo A, Merlin T. Factors That Impact the Adoption of Clinical Decision Support Systems (CDSS) for Antibiotic Management. International Journal of Environmental Research and Public Health 2021;18(4):1901 View
  31. Cox J, Leeds I, Sadiraj V, Schnier K, Sweeney J, Laws M. Effects of patients’ hospital discharge preferences on uptake of clinical decision support. PLOS ONE 2021;16(3):e0247270 View
  32. Diamant M, Baruch S, Kassem E, Muhsen K, Samet D, Leshno M, Obolski U. A game theoretic approach reveals that discretizing clinical information can reduce antibiotic misuse. Nature Communications 2021;12(1) View
  33. Zanin M, Aitya N, Basilio J, Baumbach J, Benis A, Behera C, Bucholc M, Castiglione F, Chouvarda I, Comte B, Dao T, Ding X, Pujos-Guillot E, Filipovic N, Finn D, Glass D, Harel N, Iesmantas T, Ivanoska I, Joshi A, Boudjeltia K, Kaoui B, Kaur D, Maguire L, McClean P, McCombe N, de Miranda J, Moisescu M, Pappalardo F, Polster A, Prasad G, Rozman D, Sacala I, Sanchez-Bornot J, Schmid J, Sharp T, Solé-Casals J, Spiwok V, Spyrou G, Stalidzans E, Stres B, Sustersic T, Symeonidis I, Tieri P, Todd S, Van Steen K, Veneva M, Wang D, Wang H, Wang H, Watterson S, Wong-Lin K, Yang S, Zou X, Schmidt H. An Early Stage Researcher's Primer on Systems Medicine Terminology. Network and Systems Medicine 2021;4(1):2 View
  34. Marin J, Rodean J, Mannix R, Hall M, Alpern E, Aronson P, Chaudhari P, Cohen E, Freedman S, Morse R, Peltz A, Samuels-Kalow M, Shah S, Simon H, Neuman M. Association of Clinical Guidelines and Decision Support with Computed Tomography Use in Pediatric Mild Traumatic Brain Injury. The Journal of Pediatrics 2021;235:178 View
  35. Shi Y, Amill-Rosario A, Rudin R, Fischer S, Shekelle P, Scanlon D, Damberg C. Barriers to using clinical decision support in ambulatory care: Do clinics in health systems fare better?. Journal of the American Medical Informatics Association 2021;28(8):1667 View
  36. Jansen-Kosterink S, van Velsen L, Cabrita M. Clinician acceptance of complex clinical decision support systems for treatment allocation of patients with chronic low back pain. BMC Medical Informatics and Decision Making 2021;21(1) View
  37. Gebbia V, Guarini A, Piazza D, Bertani A, Spada M, Verderame F, Sergi C, Potenza E, Fazio I, Blasi L, La Sala A, Mortillaro G, Roz E, Marchese R, Chiarenza M, Soto-Parra H, Valerio M, Agneta G, Amato C, Lipari H, Baldari S, Ferraù F, Di Grazia A, Mancuso G, Rizzo S, Firenze A. Virtual Multidisciplinary Tumor Boards: A Narrative Review Focused on Lung Cancer. Pulmonary Therapy 2021 View
  38. Aljarboa S, Miah S. Acceptance of clinical decision support systems in Saudi healthcare organisations. Information Development 2021:026666692110250 View
  39. Gold R, Bunce A, Davis J, Nelson J, Cowburn S, Oakley J, Carney S, Horberg M, Dearing J, Melgar G, Bulkley J, Seabrook J, Cloutier H. “I didn't know you could do that”: A Pilot Assessment of EHR Optimization Training. ACI Open 2021;05(01):e27 View
  40. Oxholm C, Christensen A, Christiansen R, Wiil U, Nielsen A. Attitudes of Patients and Health Professionals Regarding Screening Algorithms: Qualitative Study. JMIR Formative Research 2021;5(8):e17971 View

Books/Policy Documents

  1. Wallach D, Flohr L, Kaltenhauser A. Artificial Intelligence in HCI. View
  2. Halilaj I, van Wijk Y, Jochems A, Lambin P. Artificial Intelligence in Medicine. View
  3. Agha-Mir-Salim L, Sarmiento R. Leveraging Data Science for Global Health. View
  4. Wong-Lin K, Sanchez-Bornot J, McCombe N, Kaur D, McClean P, Zou X, Youssofzadeh V, Ding X, Bucholc M, Yang S, Prasad G, Coyle D, Maguire L, Wang H, Wang H, Atiya N, Joshi A. Systems Medicine. View