Ameen Abu-Hanna
Orcid: 0000-0003-4324-7954
According to our database1,
Ameen Abu-Hanna
authored at least 95 papers
between 1991 and 2024.
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Bibliography
2024
Development and evaluation of regression tree models for predicting in-hospital mortality of a national registry of COVID-19 patients over six pandemic surges.
BMC Medical Informatics Decis. Mak., December, 2024
2023
Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal.
J. Biomed. Informatics, October, 2023
Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review.
J. Am. Medical Informatics Assoc., April, 2023
Causal prediction models for medication safety monitoring: The diagnosis of vancomycin-induced acute kidney injury.
CoRR, 2023
Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data.
CoRR, 2023
Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the Artificial Intelligence in Medicine, 2023
Soft-Prompt Tuning to Predict Lung Cancer Using Primary Care Free-Text Dutch Medical Notes.
Proceedings of the Artificial Intelligence in Medicine, 2023
2022
J. Biomed. Informatics, 2022
General Practitioners' needs and wishes for clinical decision support Systems: A focus group study.
Int. J. Medical Informatics, 2022
Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records.
Int. J. Medical Informatics, 2022
Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands.
Int. J. Medical Informatics, 2022
Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels.
CoRR, 2022
2021
A clinical decision support system is associated with reduced loss to follow-up among patients receiving HIV treatment in Kenya: a cluster randomized trial.
BMC Medical Informatics Decis. Mak., 2021
De-novo FAIRification via an Electronic Data Capture system by automated transformation of filled electronic Case Report Forms into machine-readable data.
J. Biomed. Informatics, 2021
Barriers and facilitators influencing medication-related CDSS acceptance according to clinicians: A systematic review.
Int. J. Medical Informatics, 2021
Explaining heterogeneity of individual treatment causal effects by subgroup discovery: An observational case study in antibiotics treatment of acute rhino-sinusitis.
Artif. Intell. Medicine, 2021
Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021
Proceedings of the Artificial Intelligence in Medicine, 2021
The Effectiveness of Phrase Skip-Gram in Primary Care NLP for the Prediction of Lung Cancer.
Proceedings of the Artificial Intelligence in Medicine, 2021
2020
Natural language processing algorithms for mapping clinical text fragments onto ontology concepts: a systematic review and recommendations for future studies.
J. Biomed. Semant., 2020
Impact of Altering Data Granularity Levels on Predictive Modelling: A Case Study of Fall Risk Prediction in Older Persons.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
2019
The effect of ICU-tailored drug-drug interaction alerts on medication prescribing and monitoring: protocol for a cluster randomized stepped-wedge trial.
BMC Medical Informatics Decis. Mak., 2019
Effect of an Online Appointment Scheduling System on Evaluation Metrics of Outpatient Scheduling System: a before-after MulticenterStudy.
J. Medical Syst., 2019
For which clinical rules do doctors want decision support, and why? A survey of Dutch general practitioners.
Health Informatics J., 2019
Automated SNOMED CT concept and attribute relationship detection through a web-based implementation of cTAKES.
J. Biomed. Semant., 2019
Impact of Electronic versus Paper-Based Recording before EHR Implementation on Health Care Professionals' Perceptions of EHR Use, Data Quality, and Data Reuse.
Appl. Clin. Inform., 2019
2018
Development and validation of a model for the adoption of structured and standardised data recording among healthcare professionals.
BMC Medical Informatics Decis. Mak., 2018
The Effect of a Clinical Decision Support System on Improving Adherence to Guideline in the Treatment of Atrial Fibrillation: An Interrupted Time Series Study.
J. Medical Syst., 2018
Time Spent on Dedicated Patient Care and Documentation Tasks Before and After the Introduction of a Structured and Standardized Electronic Health Record.
Appl. Clin. Inform., 2018
2017
Information Technology-Based Interventions to Improve Drug-Drug Interaction Outcomes: A Systematic Review on Features and Effects.
J. Medical Syst., 2017
Erratum to "Feasibility of automatic evaluation of clinical rules in general practice" [Int. J. Med. Inform. 100 (2017) 90-94].
Int. J. Medical Informatics, 2017
Int. J. Medical Informatics, 2017
2016
Factors Influencing Continuous Breath Signal in Intubated and Mechanically-Ventilated Intensive Care Unit Patients Measured by an Electronic Nose.
Sensors, 2016
Modeling information flows in clinical decision support: key insights for enhancing system effectiveness.
J. Am. Medical Informatics Assoc., 2016
The effect of registry-based performance feedback via short text messages and traditional postal letters on prescribing parenteral steroids by general practitioners - A randomized controlled trial.
Int. J. Medical Informatics, 2016
Int. J. Medical Informatics, 2016
2015
End-User Expectations During an Electronic Health Record Implementation: a Case Study in Two Academic Hospitals.
Proceedings of the Digital Healthcare Empowering Europeans, 2015
End-User Experiences and Expectations Regarding Data Registration and Reuse Before the Implementation of a (New) Electronic Health Record: A Case Study in Two University Hospitals.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Evaluation of a Self-Triage Decision Aid System in Pregnancy-Induced Hypertension and Diabetes Mellitus: Preliminary Results of a Randomized Control Trial.
Proceedings of the AMIA 2015, 2015
Comparison of Probabilistic versus Non-probabilistic Electronic Nose Classification Methods in an Animal Model.
Proceedings of the Artificial Intelligence in Medicine, 2015
2014
Electronic medical record systems are associated with appropriate placement of HIV patients on antiretroviral therapy in rural health facilities in Kenya: a retrospective pre-post study.
J. Am. Medical Informatics Assoc., 2014
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Development of Computerized Clinical Decision Support to Assist in Detecting and Preventing Delirium in the Hospital Setting.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014
2013
A combined disease management and process modeling approach for assessing and improving care processes: A fall management case-study.
Int. J. Medical Informatics, 2013
Assessing and combining repeated prognosis of physicians and temporal models in the intensive care.
Artif. Intell. Medicine, 2013
How to Detect and Exploit Non-Adherence to Guidelines?
Proceedings of the MEDINFO 2013, 2013
The Consequences of Seniors Seeking Health Information Using the Internet and Other Sources.
Proceedings of the MEDINFO 2013, 2013
Attitudes and Experience of Dutch General Practitioners Regarding Computerized Clinical Decision Support.
Proceedings of the Data and Knowledge for Medical Decision Support, 2013
A Modified Real AdaBoost algorithm to discover Intensive Care Unit subgroups with a poor outcome.
Proceedings of the AMIA 2013, 2013
2012
Statistical process control for validating a classification tree model for predicting mortality - A novel approach towards temporal validation.
J. Biomed. Informatics, 2012
The effect of electronic medical record-based clinical decision support on HIV care in resource-constrained settings: A systematic review.
Int. J. Medical Informatics, 2012
Effects of two different levels of computerized decision support on blood glucose regulation in critically ill patients.
Int. J. Medical Informatics, 2012
Proceedings of the Quality of Life through Quality of Information, 2012
2011
LERM (Logical Elements Rule Method): A method for assessing and formalizing clinical rules for decision support.
Int. J. Medical Informatics, 2011
Repeated Prognosis in the Intensive Care: How Well Do Physicians and Temporal Models Perform?
Proceedings of the Artificial Intelligence in Medicine, 2011
Lessons Learned from Implementing and Evaluating Computerized Decision Support Systems.
Proceedings of the Artificial Intelligence in Medicine, 2011
2010
Learning predictive models that use pattern discovery - A bootstrap evaluative approach applied in organ functioning sequences.
J. Biomed. Informatics, 2010
Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit.
J. Biomed. Informatics, 2010
J. Biomed. Informatics, 2010
Analyzing effects of providing performance feedback at ward rounds on guideline adherence - The importance of feedback usage analysis and statistical control charts.
Proceedings of the MEDINFO 2010, 2010
2009
Artif. Intell. Medicine, 2009
2008
Applying PRIM (Patient Rule Induction Method) and logistic regression for selecting high-risk subgroups in very elderly ICU patients.
Int. J. Medical Informatics, 2008
The impact of computerized physician medication order entry in hospitalized patients - A systematic review.
Int. J. Medical Informatics, 2008
Auditing description-logic-based medical terminological systems by detecting equivalent concept definitions.
Int. J. Medical Informatics, 2008
Discovery and integration of univariate patterns from daily individual organ-failure scores for intensive care mortality prediction.
Artif. Intell. Medicine, 2008
Application of Statistical Process Control Methods to Monitor Guideline Adherence: A Case Study.
Proceedings of the AMIA 2008, 2008
2007
J. Biomed. Informatics, 2007
Review Paper: Evaluation of Outpatient Computerized Physician Medication Order Entry Systems: A Systematic Review.
J. Am. Medical Informatics Assoc., 2007
Proceedings of the Artificial Intelligence in Medicine, 2007
2005
Int. J. Hum. Comput. Stud., 2005
Description logic-based methods for auditing frame-based medical terminological systems.
Artif. Intell. Medicine, 2005
Proceedings of the Mechanisms, 2005
Proceedings of the AMIA 2005, 2005
Proceedings of the Artificial Intelligence in Medicine, 2005
2004
Int. J. Medical Informatics, 2004
Proceedings of the MEDINFO 2004, 2004
Proceedings of the 2004 International Workshop on Description Logics (DL2004), 2004
2003
Integrating classification trees with local logistic regression in Intensive Care prognosis.
Artif. Intell. Medicine, 2003
Proceedings of the Artificial Intelligence in Medicine, 2003
2002
Proceedings of the AMIA 2002, 2002
2001
Proceedings of the AMIA 2001, 2001
A Classification-Tree Hybrid Method for Studying Prognostic Models in Intensive Care.
Proceedings of the Artificial Intelligence Medicine, 2001
1995
1994
Functional models in perspective: their characteristics and integration in multiple model-based diagnosis.
Appl. Artif. Intell., 1994
1992
Criteria for Dynamic Method Selection in Diagnostic Reasoning.
Proceedings of the Computing and Information, 1992
1991
Models in Model Based Diagnosis: Classification and Construction.
Proceedings of the Third Scandinavian Conference on Artificial Intelligence, 1991