Ameen Abu-Hanna

114 papers A 1B 13C 1Misc 6Journal 72Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Causal Framework for Evaluating ICU Discharge Strategies. CoRR Sagar Nagaraj Simha, Juliette Ortholand, Dave Dongelmans, Jessica D. Workum, Olivier W. M. Thijssens, Ameen Abu-Hanna, Giovanni Cinà
2026	J	`jnl`	The association of environmental exposure with multiple sclerosis severity score: A study based on sequential data modeling. Int. J. Medical Informatics Mahin Vazifehdan, Pietro Bosoni, Erica Tavazzi, Enrico Longato, Eleonora Tavazzi, Roberto Bergamaschi, Barbara Di Camillo, Ameen Abu-Hanna, Riccardo Bellazzi, Arianna Dagliati
2025	J	`jnl`	A randomized controlled trial to evaluate innovative decision support in the context of fall prevention. npj Digit. Medicine Leonie Westerbeek, Annemiek J. Linn, Henk C. P. M. van Weert, Nathalie van der Velde, Stephanie Medlock, Ameen Abu-Hanna, Julia C. M. van Weert
2025	J	`jnl`	Creation of a gold standard Dutch corpus of clinical notes for adverse drug event detection: the Dutch ADE corpus. Lang. Resour. Evaluation Rachel M. Murphy, Dave A. Dongelmans, Nicolette F. de Keizer, Rosa J. Jongeneel, Christiaan H. Koster, Kitty J. Jager, Ameen Abu-Hanna, Iacer Calixto, Joanna E. Klopotowska
2025	J	`jnl`	Detection of Adverse Drug Events in Dutch clinical free text documents using Transformer Models: benchmark study. CoRR Rachel M. Murphy, Nishant Mishra, Nicolette F. de Keizer, Dave A. Dongelmans, Kitty J. Jager, Ameen Abu-Hanna, Joanna E. Klopotowska, Iacer Calixto
2025	J	`jnl`	DistillNote: LLM-based clinical note summaries improve heart failure diagnosis. CoRR Heloísa Oss Boll, Antônio Oss Boll, Leticia Puttlitz Boll, Ameen Abu-Hanna, Iacer Calixto
2025	J	`jnl`	Interpretable phenotyping of Heart Failure patients with Dutch discharge letters. CoRR Vittorio Torri, Machteld J. Boonstra, Marielle C. van de Veerdonk, Deborah N. Kalkman, Alicia Uijl, Francesca Ieva, Ameen Abu-Hanna, Folkert W. Asselbergs, Iacer Calixto
2025	—	`conf`	Large language models versus static word embeddings to predict Acute Kidney Injury in the Intensive Care Unit: Does context matter? SLM4Health@AIME Rick van Slobbe, Drahomira Herrmannova, Elia Lima-Walton, Ameen Abu-Hanna, Iacopo Vagliano
2025	J	`jnl`	Multimodal convolutional neural networks for the prediction of acute kidney injury in the intensive care. Int. J. Medical Informatics Rick van Slobbe, Drahomira Herrmannova, Dijs Johan Boeke, Elia Lima-Walton, Ameen Abu-Hanna, Iacopo Vagliano
2025	J	`jnl`	Unmasking the chameleons: A benchmark for out-of-distribution detection in medical tabular data. Int. J. Medical Informatics Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Cinà
2024	J	`jnl`	Comparing causal random forest and linear regression to estimate the independent association of organisational factors with ICU efficiency. Int. J. Medical Informatics Leonardo S. L. Bastos, Safira A. Wortel, Ferishta Bakhshi-Raiez, Ameen Abu-Hanna, Dave A. Dongelmans, Jorge I. F. Salluh, Fernando G. Zampieri, Gastón Burghi, Silvio Hamacher, Fernando A. Bozza, Nicolette F. de Keizer, Marcio Soares
2024	J	`jnl`	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. Martijn C. Schut, Dave A. Dongelmans, Dylan W. De Lange, Sylvia Brinkman, D. P. Verbiest, L. F. te Velde, E. M. van Driel, T. Rijpstra, P. H. J. Elbers, A. P. I. Houwink, L. Georgieva, E. Verweij, R. M. de Jong, F. M. van Iersel, T. J. J. Koning, E. Rengers, N. Kusadasi, M. L. Erkamp, R. Van den Berg, C. J. M. G. Jacobs, J. L. Epker, A. A. Rijkeboer, M. T. de Bruin, P. Spronk, Annelies Draisma, D. J. Versluis, A. E. van den Berg, M. Vrolijk-de Mos, J. A. Lens, R. V. Pruijsten, H. Kieft, J. Rozendaal, Fleur G. C. A. Nooteboom, D. P. Boer, I. T. A. Janssen, L. van Gulik, M. P. Koetsier, V. M. Silderhuis, R. M. Schnabel, I. Drogt, Wouter de Ruijter, Robert-Jan Bosman, Tim Frenzel, Louise C. Urlings-Strop, A. Dijkhuizen, I. Z. Hené, A. R. de Meijer, J. W. M. Holtkamp, N. Postma, A. J. G. H. Bindels, R. M. J. Wesselink, E. R. van Slobbe-Bijlsma, Peter H. J. van der Voort, B. J. W. Eikemans, D. Jannet Mehagnoul-Schipper, D. Gommers, J. G. Lutisan, M. Hoeksema, M. G. W. Barnas, Barbara Festen-Spanjer, M. van Lieshout, N. C. Gritters, Martijn van Tellingen, Gert B. Brunnekreef, J. Vandeputte, T. P. J. Dormans, M. E. Hoogendoorn, M. de Graaff, D. Moolenaar, Auke C. Reidinga, J. J. Spijkstra, R. de Waal, D. Ramnarain, Nicolette F. de Keizer, Ameen Abu-Hanna
2024	A	`conf`	Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations. UAI Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Cinà
2024	J	`jnl`	Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations. CoRR Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Cinà
2024	—	`ch.`	SeNiors empOWered via Big Data to Joint-Manage Their Medication-Related Risk of Falling in Primary Care: The SNOWDROP Project. Commit2Data Leonie Westerbeek, Noman Dormosh, André Blom, Martijn W. Heymans, Meefa Hogenes, Annemiek J. Linn, Stephanie Medlock, Martijn C. Schut, Nathalie van der Velde, Henk C. P. M. van Weert, Julia C. M. van Weert, Ameen Abu-Hanna
2023	B	`conf`	Autoencoder-Based Prediction of ICU Clinical Codes. AIME Tsvetan R. Yordanov, Ameen Abu-Hanna, Anita C. J. Ravelli, Iacopo Vagliano
2023	J	`jnl`	Autoencoder-based prediction of ICU clinical codes. CoRR Tsvetan R. Yordanov, Ameen Abu-Hanna, Anita C. J. Ravelli, Iacopo Vagliano
2023	J	`jnl`	Causal prediction models for medication safety monitoring: The diagnosis of vancomycin-induced acute kidney injury. CoRR Izak A. R. Yasrebi-de Kom, Joanna E. Klopotowska, Dave Dongelmans, Nicolette de Keizer, Kitty J. Jager, Ameen Abu-Hanna, Giovanni Cinà
2023	J	`jnl`	Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review. J. Am. Medical Informatics Assoc. Izak A. R. Yasrebi-de Kom, Dave A. Dongelmans, Nicolette F. de Keizer, Kitty J. Jager, Martijn C. Schut, Ameen Abu-Hanna, Joanna E. Klopotowska
2023	J	`jnl`	LLM aided semi-supervision for Extractive Dialog Summarization. CoRR Nishant Mishra, Gaurav Sahu, Iacer Calixto, Ameen Abu-Hanna, Issam H. Laradji
2023	—	`conf`	LLM aided semi-supervision for efficient Extractive Dialog Summarization. EMNLP (Findings) Nishant Mishra, Gaurav Sahu, Iacer Calixto, Ameen Abu-Hanna, Issam H. Laradji
2023	—	`conf`	Leveraging Multi-Word Concepts to Predict Acute Kidney Injury in Intensive Care. ICIMTH Lorenzo Brancato, Iacer Calixto, Ameen Abu-Hanna, Iacopo Vagliano
2023	J	`jnl`	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 Iacopo Vagliano, Noman Dormosh, Miguel Rios, Torec T. Luik, T. M. Buonocore, Paul W. G. Elbers, Dave A. Dongelmans, Martijn C. Schut, Ameen Abu-Hanna
2023	B	`conf`	Soft-Prompt Tuning to Predict Lung Cancer Using Primary Care Free-Text Dutch Medical Notes. AIME Auke Elfrink, Iacopo Vagliano, Ameen Abu-Hanna, Iacer Calixto
2023	J	`jnl`	Soft-prompt tuning to predict lung cancer using primary care free-text Dutch medical notes. CoRR Auke Elfrink, Iacopo Vagliano, Ameen Abu-Hanna, Iacer Calixto
2023	J	`jnl`	Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data. CoRR Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Ciná
2022	J	`jnl`	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 Iacopo Vagliano, Martijn C. Schut, Ameen Abu-Hanna, Dave A. Dongelmans, Dylan W. De Lange, Diederik Gommers, Olaf L. Cremer, Rob J. Bosman, Sander Rigter, Evert-Jan Wils, Tim Frenzel, Remko de Jong, Marco A. A. Peters, Marlijn J. A. Kamps, Dharmanand Ramnarain, Ralph Nowitzky, Fleur G. C. A. Nooteboom, Wouter de Ruijter, Louise C. Urlings-Strop, Ellen G. M. Smit, D. Jannet Mehagnoul-Schipper, Tom Dormans, Cornelis P. C. de Jager, Stefaan H. A. Hendriks, Sefanja Achterberg, Evelien Oostdijk, Auke C. Reidinga, Barbara Festen-Spanjer, Gert B. Brunnekreef, Alexander D. Cornet, Walter van den Tempel, Age D. Boelens, Peter Koetsier, Judith Lens, Harald J. Faber, Attila Karakus, Robert Entjes, Paul de Jong, Thijs C. D. Rettig, Merijn C. Reuland, M. Sesmu Arbous, Lucas M. Fleuren, Tariq A. Dam, Patrick J. Thoral, Robbert C. A. Lalisang, Michele Tonutti, Daan P. de Bruin, Paul W. G. Elbers, Nicolette F. de Keizer
2022	J	`jnl`	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 Iacopo Vagliano, Sylvia Brinkman, Ameen Abu-Hanna, M. Sesmu Arbous, Dave A. Dongelmans, Paul W. G. Elbers, Dylan W. De Lange, Mihaela van der Schaar, Nicolette F. de Keizer, Martijn C. Schut
2022	J	`jnl`	Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift. CoRR Miguel Rios, Ameen Abu-Hanna
2022	J	`jnl`	Evaluating pointwise reliability of machine learning prediction. J. Biomed. Informatics Giovanna Nicora, Miguel Rios, Ameen Abu-Hanna, Riccardo Bellazzi
2022	J	`jnl`	General Practitioners' needs and wishes for clinical decision support Systems: A focus group study. Int. J. Medical Informatics Leonie Westerbeek, Gert-Jan de Bruijn, Henk C. P. M. van Weert, Ameen Abu-Hanna, Stephanie Medlock, Julia C. M. van Weert
2022	J	`jnl`	Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels. CoRR Miguel Rios, Ameen Abu-Hanna
2021	J	`jnl`	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. Tom Oluoch, Ronald Cornet, Jacques Muthusi, Abraham Katana, Davies Kimanga, Daniel Kwaro, Nicky Okeyo, Ameen Abu-Hanna, Nicolette de Keizer
2021	J	`jnl`	Barriers and facilitators influencing medication-related CDSS acceptance according to clinicians: A systematic review. Int. J. Medical Informatics Leonie Westerbeek, Kimberley J. Ploegmakers, Gert-Jan de Bruijn, Annemiek J. Linn, Julia C. M. van Weert, Joost G. Daams, Nathalie van der Velde, Henk C. P. M. van Weert, Ameen Abu-Hanna, Stephanie Medlock
2021	J	`jnl`	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 Martijn G. Kersloot, Annika Jacobsen, Karlijn H. J. Groenen, Bruna dos Santos Vieira, Rajaram Kaliyaperumal, Ameen Abu-Hanna, Ronald Cornet, Peter A. C. 't Hoen, Marco Roos, Leo J. Schultze Kool, Derk L. Arts
2021	B	`conf`	Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift. AIME Miguel Rios, Ameen Abu-Hanna
2021	J	`jnl`	Explaining heterogeneity of individual treatment causal effects by subgroup discovery: An observational case study in antibiotics treatment of acute rhino-sinusitis. Artif. Intell. Medicine W. Qi, Ameen Abu-Hanna, Thamar Eva Maria van Esch, Derek de Beurs, Yuntao Liu, Linda E. Flinterman, Martijn C. Schut
2021	—	`conf`	FAIRification Efforts of Clinical Researchers: The Current State of Affairs. EFMI-STC Martijn G. Kersloot, Philip van Damme, Ameen Abu-Hanna, Derk L. Arts, Ronald Cornet
2021	B	`conf`	The Effectiveness of Phrase Skip-Gram in Primary Care NLP for the Prediction of Lung Cancer. AIME Torec T. Luik, Miguel Rios, Ameen Abu-Hanna, Henk C. P. M. van Weert, Martijn C. Schut
2020	—	`conf`	Impact of Altering Data Granularity Levels on Predictive Modelling: A Case Study of Fall Risk Prediction in Older Persons. MIE Noman Dormosh, Ameen Abu-Hanna, Nathalie van der Velde, Martijn C. Schut
2020	J	`jnl`	Natural language processing algorithms for mapping clinical text fragments onto ontology concepts: a systematic review and recommendations for future studies. J. Biomed. Semant. Martijn G. Kersloot, Florentien J. P. van Putten, Ameen Abu-Hanna, Ronald Cornet, Derk L. Arts
2019	J	`jnl`	Automated SNOMED CT concept and attribute relationship detection through a web-based implementation of cTAKES. J. Biomed. Semant. Martijn G. Kersloot, Francis Y. Lau, Ameen Abu-Hanna, Derk L. Arts, Ronald Cornet
2019	J	`jnl`	Effect of an Online Appointment Scheduling System on Evaluation Metrics of Outpatient Scheduling System: a before-after MulticenterStudy. J. Medical Syst. Mohammad Reza Mazaheri Habibi, Fahimeh Mohammadabadi, Hamed Tabesh, Hasan Vakili-Arki, Ameen Abu-Hanna, Saeid Eslami
2019	J	`jnl`	For which clinical rules do doctors want decision support, and why? A survey of Dutch general practitioners. Health Informatics J. Stephanie Medlock, Saeid Eslami, Marjan Askari, Derk L. Arts, Esther M. van de Glind, Henk J. Brouwer, Henk C. P. M. van Weert, Sophia E. de Rooij, Ameen Abu-Hanna
2019	J	`jnl`	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. Erik Joukes, Nicolette de Keizer, Martine C. de Bruijne, Ameen Abu-Hanna, Ronald Cornet
2019	J	`jnl`	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. Tinka Bakker, Joanna E. Klopotowska, Saeid Eslami, Dylan W. De Lange, Rob J. van Marum, Heleen van der Sijs, Evert de Jonge, Dave A. Dongelmans, Nicolette F. de Keizer, Ameen Abu-Hanna
2018	J	`jnl`	Development and validation of a model for the adoption of structured and standardised data recording among healthcare professionals. BMC Medical Informatics Decis. Mak. Erik Joukes, Ronald Cornet, Martine C. de Bruijne, Nicolette F. de Keizer, Ameen Abu-Hanna
2018	J	`jnl`	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. Reza Sheibani, Mehdi Sheibani, Alireza Heidari-Bakavoli, Ameen Abu-Hanna, Saeid Eslami
2018	J	`jnl`	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. Erik Joukes, Ameen Abu-Hanna, Ronald Cornet, Nicolette de Keizer
2017	J	`jnl`	Erratum to "Feasibility of automatic evaluation of clinical rules in general practice" [Int. J. Med. Inform. 100 (2017) 90-94]. Int. J. Medical Informatics Dedan Opondo, Stefan Visscher, Saied Eslami, Stephanie Medlock, Robert A. Verheij, Joke C. Korevaar, Ameen Abu-Hanna
2017	J	`jnl`	Feasibility of automatic evaluation of clinical rules in general practice. Int. J. Medical Informatics Dedan Opondo, Stefan Visscher, Saied Eslami, Stephanie Medlock, Robert A. Verheij, Joke C. Korevaar, Ameen Abu-Hanna
2017	J	`jnl`	Information Technology-Based Interventions to Improve Drug-Drug Interaction Outcomes: A Systematic Review on Features and Effects. J. Medical Syst. Ehsan Nabovati, Hasan Vakili-Arki, Zhila Taherzadeh, Mohammad Reza Saberi, Stephanie Medlock, Ameen Abu-Hanna, Saeid Eslami
2016	J	`jnl`	Factors Influencing Continuous Breath Signal in Intubated and Mechanically-Ventilated Intensive Care Unit Patients Measured by an Electronic Nose. Sensors Jan Hendrik Leopold, Ameen Abu-Hanna, Camilla Colombo, Peter J. Sterk, Marcus J. Schultz, Lieuwe D. J. Bos
2016	J	`jnl`	Modeling information flows in clinical decision support: key insights for enhancing system effectiveness. J. Am. Medical Informatics Assoc. Stephanie Medlock, Jeremy C. Wyatt, Vimla L. Patel, Edward H. Shortliffe, Ameen Abu-Hanna
2016	J	`jnl`	Reasons for intentional guideline non-adherence: A systematic review. Int. J. Medical Informatics Derk L. Arts, Albertine G. Voncken, Stephanie Medlock, Ameen Abu-Hanna, Henk C. P. M. van Weert
2016	J	`jnl`	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 Afshin Sarafi Nejad, Mohammad Reza Farrokhi Noori, Aliakbar Haghdoost, Kambiz Bahaadinbeigy, Ameen Abu-Hanna, Saeid Eslami
2015	B	`conf`	Comparison of Probabilistic versus Non-probabilistic Electronic Nose Classification Methods in an Animal Model. AIME Camilla Colombo, Jan Hendrik Leopold, Lieuwe D. J. Bos, Riccardo Bellazzi, Ameen Abu-Hanna
2015	—	`conf`	End-User Expectations During an Electronic Health Record Implementation: a Case Study in Two Academic Hospitals. MIE Erik Joukes, Ronald Cornet, Ameen Abu-Hanna, Martine C. de Bruijne, Nicolette de Keizer
2015	—	`conf`	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. MedInfo Erik Joukes, Nicolette de Keizer, Ameen Abu-Hanna, Martine C. de Bruijne, Ronald Cornet
2015	Misc	`conf`	Evaluation of a Self-Triage Decision Aid System in Pregnancy-Induced Hypertension and Diabetes Mellitus: Preliminary Results of a Randomized Control Trial. AMIA Azam Aslani, Fatemeh Tara, Leila Galichi, Sina Madani, Ameen Abu-Hanna, Saeid Eslami
2014	—	`conf`	Blood Bag Temperature Monitoring System. MIE Shokoufeh Aalaei, Shahram Amini, Mohammad Reza Keramati, Hadi Shahraki, Ameen Abu-Hanna, Saeid Eslami
2014	—	`conf`	Development of Computerized Clinical Decision Support to Assist in Detecting and Preventing Delirium in the Hospital Setting. ICHI Stephanie Medlock, Anne M. Lagaay, Saeid Eslami, Marjan Askari, Derk L. Arts, Sophia E. de Rooij, Ameen Abu-Hanna
2014	J	`jnl`	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. Tom Oluoch, Abraham Katana, Victor Ssempijja, Daniel Kwaro, Patrick Langat, Davies Kimanga, Nicky Okeyo, Ameen Abu-Hanna, Nicolette de Keizer
2014	—	`conf`	Fall-related Information seeking behavior of seniors on the web. MIE Marjan Askari, Saeid Eslami, Stephanie Medlock, Sophia E. de Rooij, Ameen Abu-Hanna
2014	—	`conf`	Web-site Evaluation Tools: A Case Study in Reproductive Health Information. MIE Azam Aslani, Omid Pournik, Ameen Abu-Hanna, Saeid Eslami
2013	Misc	`conf`	A Modified Real AdaBoost algorithm to discover Intensive Care Unit subgroups with a poor outcome. AMIA Antonie Koetsier, Nicolette de Keizer, Ameen Abu-Hanna, Niels Peek
2013	J	`jnl`	A combined disease management and process modeling approach for assessing and improving care processes: A fall management case-study. Int. J. Medical Informatics Marjan Askari, Richard Westerhof, Saeid Eslami, Stephanie Medlock, Sophia E. de Rooij, Ameen Abu-Hanna
2013	J	`jnl`	Assessing and combining repeated prognosis of physicians and temporal models in the intensive care. Artif. Intell. Medicine Lilian Minne, Tudor Toma, Evert de Jonge, Ameen Abu-Hanna
2013	—	`conf`	Attitudes and Experience of Dutch General Practitioners Regarding Computerized Clinical Decision Support. EFMI-STC Stephanie Medlock, Saeid Eslami, Marjan Askari, Henk J. Brouwer, Henk C. P. M. van Weert, Sophia E. de Rooij, Ameen Abu-Hanna
2013	—	`conf`	How to Detect and Exploit Non-Adherence to Guidelines? MedInfo Vimla L. Patel, Ameen Abu-Hanna, Mor Peleg, Silvana Quaglini
2013	—	`conf`	The Consequences of Seniors Seeking Health Information Using the Internet and Other Sources. MedInfo Stephanie Medlock, Saeid Eslami, Marjan Askari, Danielle Sent, Sophia E. de Rooij, Ameen Abu-Hanna
2012	J	`jnl`	Effects of two different levels of computerized decision support on blood glucose regulation in critically ill patients. Int. J. Medical Informatics Saeid Eslami, Nicolette de Keizer, Dave Dongelmans, Evert de Jonge, Marcus J. Schultz, Ameen Abu-Hanna
2012	J	`jnl`	Statistical process control for validating a classification tree model for predicting mortality - A novel approach towards temporal validation. J. Biomed. Informatics Lilian Minne, Saeid Eslami, Nicolette de Keizer, Evert de Jonge, Sophia E. de Rooij, Ameen Abu-Hanna
2012	J	`jnl`	The effect of electronic medical record-based clinical decision support on HIV care in resource-constrained settings: A systematic review. Int. J. Medical Informatics Tom Oluoch, Xenophon Santas, Daniel Kwaro, Martin Chieng Were, Paul G. Biondich, Christopher Bailey, Ameen Abu-Hanna, Nicolette de Keizer
2012	—	`conf`	The use of linked registries to assess long-term mortality of ICU patients. MIE Sylvia Brinkman, Evert de Jonge, Ameen Abu-Hanna, Dylan W. De Lange, Nicolette de Keizer
2011	J	`jnl`	LERM (Logical Elements Rule Method): A method for assessing and formalizing clinical rules for decision support. Int. J. Medical Informatics Stephanie Medlock, Dedan Opondo, Saeid Eslami, Marjan Askari, Peter Wierenga, Sophia E. de Rooij, Ameen Abu-Hanna
2011	B	`conf`	Lessons Learned from Implementing and Evaluating Computerized Decision Support Systems. AIME Saeid Eslami, Nicolette de Keizer, Evert de Jonge, Dave Dongelmans, Marcus J. Schultz, Ameen Abu-Hanna
2011	B	`conf`	Repeated Prognosis in the Intensive Care: How Well Do Physicians and Temporal Models Perform? AIME Lilian Minne, Evert de Jonge, Ameen Abu-Hanna
2010	—	`conf`	Analyzing effects of providing performance feedback at ward rounds on guideline adherence - The importance of feedback usage analysis and statistical control charts. MedInfo Ameen Abu-Hanna, Saeid Eslami, Marcus J. Schultz, Evert de Jonge, Nicolette F. de Keizer
2010	J	`jnl`	Learning predictive models that use pattern discovery - A bootstrap evaluative approach applied in organ functioning sequences. J. Biomed. Informatics Tudor Toma, Robert-Jan Bosman, Arno Siebes, Niels Peek, Ameen Abu-Hanna
2010	J	`jnl`	PRIM versus CART in subgroup discovery: When patience is harmful. J. Biomed. Informatics Ameen Abu-Hanna, Barry Nannings, Dave Dongelmans, Arie Hasman
2010	J	`jnl`	Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit. J. Biomed. Informatics Linda Peelen, Nicolette de Keizer, Evert de Jonge, Robert-Jan Bosman, Ameen Abu-Hanna, Niels Peek
2009	B	`ed.`	Artificial Intelligence in Medicine, 12th Conference on Artificial Intelligence in Medicine, AIME 2009, Verona, Italy, July 18-22, 2009. Proceedings AIME Carlo Combi, Yuval Shahar, Ameen Abu-Hanna
2009	J	`jnl`	Artificial intelligence in medicine AIME'07. Artif. Intell. Medicine Riccardo Bellazzi, Ameen Abu-Hanna
2009	J	`jnl`	The coming of age of artificial intelligence in medicine. Artif. Intell. Medicine Vimla L. Patel, Edward H. Shortliffe, Mario Stefanelli, Peter Szolovits, Michael R. Berthold, Riccardo Bellazzi, Ameen Abu-Hanna
2008	Misc	`conf`	Application of Statistical Process Control Methods to Monitor Guideline Adherence: A Case Study. AMIA Niels Peek, Rick Goud, Ameen Abu-Hanna
2008	J	`jnl`	Applying PRIM (Patient Rule Induction Method) and logistic regression for selecting high-risk subgroups in very elderly ICU patients. Int. J. Medical Informatics Barry Nannings, Ameen Abu-Hanna, Evert de Jonge
2008	J	`jnl`	Auditing description-logic-based medical terminological systems by detecting equivalent concept definitions. Int. J. Medical Informatics Ronald Cornet, Ameen Abu-Hanna
2008	J	`jnl`	Discovery and integration of univariate patterns from daily individual organ-failure scores for intensive care mortality prediction. Artif. Intell. Medicine Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman
2008	J	`jnl`	The impact of computerized physician medication order entry in hospitalized patients - A systematic review. Int. J. Medical Informatics Saeid Eslami, Nicolette de Keizer, Ameen Abu-Hanna
2007	B	`ed.`	Artificial Intelligence in Medicine, 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007, Proceedings AIME Riccardo Bellazzi, Ameen Abu-Hanna, Jim Hunter
2007	B	`conf`	Discovery and Integration of Organ-Failure Episodes in Mortality Prediction. AIME Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman
2007	J	`jnl`	Discovery and inclusion of SOFA score episodes in mortality prediction. J. Biomed. Informatics Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman
2007	J	`jnl`	Review Paper: Evaluation of Outpatient Computerized Physician Medication Order Entry Systems: A Systematic Review. J. Am. Medical Informatics Assoc. Saeid Eslami, Ameen Abu-Hanna, Nicolette de Keizer
2005	B	`conf`	Data-Driven Analysis of Blood Glucose Management Effectiveness. AIME Barry Nannings, Ameen Abu-Hanna, Robert-Jan Bosman
2005	J	`jnl`	Description logic-based methods for auditing frame-based medical terminological systems. Artif. Intell. Medicine Ronald Cornet, Ameen Abu-Hanna
2005	—	`conf`	Predicting Mortality in the Intensive Care Using Episodes. IWINAC (1) Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman
2005	Misc	`conf`	Two DL-based Methods for Auditing Medical Terminological Systems. AMIA Ronald Cornet, Ameen Abu-Hanna
2005	J	`jnl`	protégé as a vehicle for developing medical terminological systems. Int. J. Hum. Comput. Stud. Ameen Abu-Hanna, Ronald Cornet, Nicolette de Keizer, Monica Crubézy, Samson W. Tu
2004	J	`jnl`	Bayesian networks in biomedicine and health-care. Artif. Intell. Medicine Peter J. F. Lucas, Linda C. van der Gaag, Ameen Abu-Hanna
2004	J	`jnl`	Fifteen years medical information sciences: the Amsterdam curriculum. Int. J. Medical Informatics Monique W. M. Jaspers, Paul Fockens, Jan H. Ravesloot, Martien Limburg, Ameen Abu-Hanna
2004	—	`conf`	The Specification of a Frame-based Medical Terminological System in Protégé. MedInfo Ameen Abu-Hanna, Ronald Cornet, Nicolette de Keizer
2004	—	`conf`	Using Non-Primitive Concept Definitions for Improving DL-based Knowledge Bases. Description Logics Ronald Cornet, Ameen Abu-Hanna
2003	J	`jnl`	Integrating classification trees with local logistic regression in Intensive Care prognosis. Artif. Intell. Medicine Ameen Abu-Hanna, Nicolette de Keizer
2003	B	`conf`	Using Description Logics for Managing Medical Terminologies. AIME Ronald Cornet, Ameen Abu-Hanna
2002	Misc	`conf`	Usability of expressive description logics-a case study in UMLS. AMIA Ronald Cornet, Ameen Abu-Hanna
2001	B	`conf`	A Classification-Tree Hybrid Method for Studying Prognostic Models in Intensive Care. AIME Ameen Abu-Hanna, Nicolette de Keizer
2001	Misc	`conf`	An Architecture for Reasoning with Terminological Systems. AMIA Ronald Cornet, Ameen Abu-Hanna, A. E. Blohm
1995	J	`jnl`	A case study in ontology library construction. Artif. Intell. Medicine Gertjan van Heijst, Sabina Falasconi, Ameen Abu-Hanna, Guus Schreiber, Mario Stefanelli
1994	J	`jnl`	Functional models in perspective: their characteristics and integration in multiple model-based diagnosis. Appl. Artif. Intell. Ameen Abu-Hanna, Wouter N. H. Jansweijer, V. Richard Benjamins, Bob J. Wielinga
1994	J	`jnl`	Modeling Domain Knowledge Using Explicit Conceptualization. IEEE Expert Ameen Abu-Hanna, Wouter N. H. Jansweijer
1992	C	`conf`	Criteria for Dynamic Method Selection in Diagnostic Reasoning. ICCI V. Richard Benjamins, Ameen Abu-Hanna, Wouter N. H. Jansweijer
1991	J	`jnl`	Device Understanding and Modeling for Diagnosis. IEEE Expert Ameen Abu-Hanna, V. Richard Benjamins, Wouter N. H. Jansweijer
1991	—	`conf`	Models in Model Based Diagnosis: Classification and Construction. SCAI V. Richard Benjamins, Ameen Abu-Hanna, Wouter N. H. Jansweijer