Published on in Vol 2, No 1 (2014): Jan-Jun

Dynamic Clinical Data Mining: Search Engine-Based Decision Support

Dynamic Clinical Data Mining: Search Engine-Based Decision Support

Dynamic Clinical Data Mining: Search Engine-Based Decision Support

Journals

  1. Yu H, Shen J, Xu M. Resilient parallel similarity-based reasoning for classifying heterogeneous medical cases in MapReduce. Digital Communications and Networks 2016;2(3):145 View
  2. Christie S, Conroy A, Callcut R, Hubbard A, Cohen M, Kou Y. Dynamic multi-outcome prediction after injury: Applying adaptive machine learning for precision medicine in trauma. PLOS ONE 2019;14(4):e0213836 View
  3. Calvert J, Mao Q, Hoffman J, Jay M, Desautels T, Mohamadlou H, Chettipally U, Das R. Using electronic health record collected clinical variables to predict medical intensive care unit mortality. Annals of Medicine and Surgery 2016;11:52 View
  4. Berrouiguet S, Barrigón M, Brandt S, Nitzburg G, Ovejero S, Alvarez-Garcia R, Carballo J, Walter M, Billot R, Lenca P, Delgado-Gomez D, Ropars J, de la Calle Gonzalez I, Courtet P, Baca-García E. Ecological Assessment of Clinicians’ Antipsychotic Prescription Habits in Psychiatric Inpatients: A Novel Web- and Mobile Phone–Based Prototype for a Dynamic Clinical Decision Support System. Journal of Medical Internet Research 2017;19(1):e25 View
  5. Berrouiguet S, Billot R, Larsen M, Lopez-Castroman J, Jaussent I, Walter M, Lenca P, Baca-García E, Courtet P. An Approach for Data Mining of Electronic Health Record Data for Suicide Risk Management: Database Analysis for Clinical Decision Support. JMIR Mental Health 2019;6(5):e9766 View
  6. Stone D, Celi L, Csete M. Engineering control into medicine. Journal of Critical Care 2015;30(3):652.e1 View
  7. Staszewska A, Zaki P, Lee J. Computerized Decision Aids for Shared Decision Making in Serious Illness: Systematic Review. JMIR Medical Informatics 2017;5(4):e36 View
  8. Marini J, DeBacker D, Gattinoni L, Ince C, Martin-Loeches I, Singer P, Singer M, Westphal M, Vincent J. Thinking forward: promising but unproven ideas for future intensive care. Critical Care 2019;23(S1) View
  9. Stone D, Csete M. Actuating critical care therapeutics. Journal of Critical Care 2016;35:90 View
  10. Gallego B, Walter S, Day R, Dunn A, Sivaraman V, Shah N, Longhurst C, Coiera E. Bringing cohort studies to the bedside: framework for a ‘green button’ to support clinical decision-making. Journal of Comparative Effectiveness Research 2015;4(3):191 View
  11. Bell D, Gachuhi N, Assefi N. Dynamic Clinical Algorithms: Digital Technology Can Transform Health Care Decision-Making. The American Journal of Tropical Medicine and Hygiene 2018;98(1):9 View
  12. Celi L, Marshall J, Lai Y, Stone D. Disrupting Electronic Health Records Systems: The Next Generation. JMIR Medical Informatics 2015;3(4):e34 View
  13. Brossier D, El Taani R, Sauthier M, Roumeliotis N, Emeriaud G, Jouvet P. Creating a High-Frequency Electronic Database in the PICU. Pediatric Critical Care Medicine 2018;19(4):e189 View
  14. Ghassemi M, Celi L, Stone D. State of the art review: the data revolution in critical care. Critical Care 2015;19(1) View
  15. Kraus J, Lausser L, Kuhn P, Jobst F, Bock M, Halanke C, Hummel M, Heuschmann P, Kestler H. Big data and precision medicine: challenges and strategies with healthcare data. International Journal of Data Science and Analytics 2018;6(3):241 View
  16. Deliberato R, Celi L, Stone D. Clinical Note Creation, Binning, and Artificial Intelligence. JMIR Medical Informatics 2017;5(3):e24 View
  17. Cosgriff C, Celi L, Stone D. Critical Care, Critical Data. Biomedical Engineering and Computational Biology 2019;10:117959721985656 View
  18. Singh M, Murthy A, Singh S. Prioritization of Free-Text Clinical Documents: A Novel Use of a Bayesian Classifier. JMIR Medical Informatics 2015;3(2):e17 View
  19. Islam M, Hasan M, Wang X, Germack H, Noor-E-Alam M. A Systematic Review on Healthcare Analytics: Application and Theoretical Perspective of Data Mining. Healthcare 2018;6(2):54 View
  20. Cai Y, Zheng J, Zhang X, Jiang H, Huang M. GAM feature selection to discover predominant factors for mortality of weekend and weekday admission to the ICUs. Smart Health 2020;18:100145 View
  21. Gräßer F, Tesch F, Schmitt J, Abraham S, Malberg H, Zaunseder S. A pharmaceutical therapy recommender system enabling shared decision-making. User Modeling and User-Adapted Interaction 2021 View

Books/Policy Documents

  1. Bhaskar P, Buzzi M, Geraci F, Pellegrini M. Information Technology in Bio- and Medical Informatics. View
  2. Nair S, Hsu D, Celi L. Secondary Analysis of Electronic Health Records. View
  3. Stone D, Rousseau J, Lai Y. Secondary Analysis of Electronic Health Records. View
  4. Lokhandwala S, Rush B. Secondary Analysis of Electronic Health Records. View
  5. Ghassemi M, Celi L, Stone D. Annual Update in Intensive Care and Emergency Medicine 2015. View