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2020 – today
- 2024
[j55]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:
Comparing causal random forest and linear regression to estimate the independent association of organisational factors with ICU efficiency. Int. J. Medical Informatics 191: 105568 (2024)- [j54]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, T. 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:
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. 24(1): 7 (2024) - [p1]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:
SeNiors empOWered via Big Data to Joint-Manage Their Medication-Related Risk of Falling in Primary Care: The SNOWDROP Project. Commit2Data 2024: 4:1-4:12 - [i8]Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Cinà:
Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations. CoRR abs/2405.12658 (2024) - 2023
- [j53]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:
Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review. J. Am. Medical Informatics Assoc. 30(5): 978-988 (2023) - [j52]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:
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 146: 104504 (2023) - [c37]Tsvetan R. Yordanov, Ameen Abu-Hanna, Anita C. J. Ravelli, Iacopo Vagliano:
Autoencoder-Based Prediction of ICU Clinical Codes. AIME 2023: 57-62 - [c36]Auke Elfrink, Iacopo Vagliano, Ameen Abu-Hanna, Iacer Calixto:
Soft-Prompt Tuning to Predict Lung Cancer Using Primary Care Free-Text Dutch Medical Notes. AIME 2023: 193-198 - [c35]Nishant Mishra, Gaurav Sahu, Iacer Calixto, Ameen Abu-Hanna, Issam H. Laradji:
LLM aided semi-supervision for efficient Extractive Dialog Summarization. EMNLP (Findings) 2023: 10002-10009 - [c34]Lorenzo Brancato, Iacer Calixto, Ameen Abu-Hanna, Iacopo Vagliano:
Leveraging Multi-Word Concepts to Predict Acute Kidney Injury in Intensive Care. ICIMTH 2023: 10-13 - [i7]Auke Elfrink, Iacopo Vagliano, Ameen Abu-Hanna, Iacer Calixto:
Soft-prompt tuning to predict lung cancer using primary care free-text Dutch medical notes. CoRR abs/2303.15846 (2023) - [i6]Tsvetan R. Yordanov, Ameen Abu-Hanna, Anita C. J. Ravelli, Iacopo Vagliano:
Autoencoder-based prediction of ICU clinical codes. CoRR abs/2305.04992 (2023) - [i5]Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Ciná:
Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data. CoRR abs/2309.16220 (2023) - [i4]Izak A. R. Yasrebi-de Kom, Joanna E. Klopotowska, Dave Dongelmans, Nicolette de Keizer, Kitty J. Jager, Ameen Abu-Hanna, Giovanni Cinà:
Causal prediction models for medication safety monitoring: The diagnosis of vancomycin-induced acute kidney injury. CoRR abs/2311.09137 (2023) - [i3]Nishant Mishra, Gaurav Sahu, Iacer Calixto, Ameen Abu-Hanna, Issam H. Laradji:
LLM aided semi-supervision for Extractive Dialog Summarization. CoRR abs/2311.11462 (2023) - 2022
- [j51]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:
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 160: 104688 (2022) - [j50]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:
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 167: 104863 (2022) - [j49]Leonie Westerbeek, Gert-Jan de Bruijn, Henk C. P. M. van Weert, Ameen Abu-Hanna, Stephanie Medlock, Julia C. M. van Weert:
General Practitioners' needs and wishes for clinical decision support Systems: A focus group study. Int. J. Medical Informatics 168: 104901 (2022) - [j48]Giovanna Nicora, Miguel Rios, Ameen Abu-Hanna, Riccardo Bellazzi:
Evaluating pointwise reliability of machine learning prediction. J. Biomed. Informatics 127: 103996 (2022) - [i2]Miguel Rios, Ameen Abu-Hanna:
Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift. CoRR abs/2212.00557 (2022) - [i1]Miguel Rios, Ameen Abu-Hanna:
Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels. CoRR abs/2212.06267 (2022) - 2021
- [j47]W. Qi, Ameen Abu-Hanna, Thamar Eva Maria van Esch, Derek de Beurs, Yuntao Liu, Linda E. Flinterman, Martijn C. Schut:
Explaining heterogeneity of individual treatment causal effects by subgroup discovery: An observational case study in antibiotics treatment of acute rhino-sinusitis. Artif. Intell. Medicine 116: 102080 (2021) - [j46]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:
Barriers and facilitators influencing medication-related CDSS acceptance according to clinicians: A systematic review. Int. J. Medical Informatics 152: 104506 (2021) - [j45]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:
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 122: 103897 (2021) - [j44]Tom Oluoch, Ronald Cornet, Jacques Muthusi, Abraham Katana, Davies Kimanga, Daniel Kwaro, Nicky Okeyo, Ameen Abu-Hanna, Nicolette de Keizer:
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. 21(1): 357 (2021) - [c33]Miguel Rios, Ameen Abu-Hanna:
Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift. AIME 2021: 199-208 - [c32]Torec T. Luik, Miguel Rios, Ameen Abu-Hanna, Henk C. P. M. van Weert, Martijn C. Schut:
The Effectiveness of Phrase Skip-Gram in Primary Care NLP for the Prediction of Lung Cancer. AIME 2021: 433-437 - [c31]Martijn G. Kersloot, Philip van Damme, Ameen Abu-Hanna, Derk L. Arts, Ronald Cornet:
FAIRification Efforts of Clinical Researchers: The Current State of Affairs. EFMI-STC 2021: 35-39 - 2020
- [j43]Martijn G. Kersloot, Florentien J. P. van Putten, Ameen Abu-Hanna, Ronald Cornet, Derk L. Arts:
Natural language processing algorithms for mapping clinical text fragments onto ontology concepts: a systematic review and recommendations for future studies. J. Biomed. Semant. 11(1): 14 (2020) - [c30]Noman Dormosh, Ameen Abu-Hanna, Nathalie van der Velde, Martijn C. Schut:
Impact of Altering Data Granularity Levels on Predictive Modelling: A Case Study of Fall Risk Prediction in Older Persons. MIE 2020: 257-261
2010 – 2019
- 2019
- [j42]Erik Joukes, Nicolette de Keizer, Martine C. de Bruijne, Ameen Abu-Hanna, Ronald Cornet:
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. 10(02): 199-209 (2019) - [j41]Martijn G. Kersloot, Francis Y. Lau, Ameen Abu-Hanna, Derk L. Arts, Ronald Cornet:
Automated SNOMED CT concept and attribute relationship detection through a web-based implementation of cTAKES. J. Biomed. Semant. 10(1): 14:1-14:13 (2019) - [j40]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:
For which clinical rules do doctors want decision support, and why? A survey of Dutch general practitioners. Health Informatics J. 25(3) (2019) - [j39]Mohammad Reza Mazaheri Habibi, Fahimeh Mohammadabadi, Hamed Tabesh, Hasan Vakili-Arki, Ameen Abu-Hanna, Saeid Eslami:
Effect of an Online Appointment Scheduling System on Evaluation Metrics of Outpatient Scheduling System: a before-after MulticenterStudy. J. Medical Syst. 43(8): 281:1-281:9 (2019) - [j38]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:
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. 19(1): 159:1-159:10 (2019) - 2018
- [j37]Erik Joukes, Ameen Abu-Hanna, Ronald Cornet, Nicolette de Keizer:
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. 09(01): 46-53 (2018) - [j36]Reza Sheibani, Mehdi Sheibani, Alireza Heidari-Bakavoli, Ameen Abu-Hanna, Saeid Eslami:
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. 42(1): 26:1-26:7 (2018) - [j35]Erik Joukes, Ronald Cornet, Martine C. de Bruijne, Nicolette F. de Keizer, Ameen Abu-Hanna:
Development and validation of a model for the adoption of structured and standardised data recording among healthcare professionals. BMC Medical Informatics Decis. Mak. 18(1): 54:1-54:11 (2018) - 2017
- [j34]Dedan Opondo, Stefan Visscher, Saied Eslami, Stephanie Medlock, Robert A. Verheij, Joke C. Korevaar, Ameen Abu-Hanna:
Feasibility of automatic evaluation of clinical rules in general practice. Int. J. Medical Informatics 100: 90-94 (2017) - [j33]Dedan Opondo, Stefan Visscher, Saied Eslami, Stephanie Medlock, Robert A. Verheij, Joke C. Korevaar, Ameen Abu-Hanna:
Erratum to "Feasibility of automatic evaluation of clinical rules in general practice" [Int. J. Med. Inform. 100 (2017) 90-94]. Int. J. Medical Informatics 106: 57 (2017) - [j32]Ehsan Nabovati, Hasan Vakili-Arki, Zhila Taherzadeh, Mohammad Reza Saberi, Stephanie Medlock, Ameen Abu-Hanna, Saeid Eslami:
Information Technology-Based Interventions to Improve Drug-Drug Interaction Outcomes: A Systematic Review on Features and Effects. J. Medical Syst. 41(1): 12:1-12:17 (2017) - 2016
- [j31]Afshin Sarafi Nejad, Mohammad Reza Farrokhi Noori, Aliakbar Haghdoost, Kambiz Bahaadinbeigy, Ameen Abu-Hanna, Saeid Eslami:
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 87: 36-43 (2016) - [j30]Derk L. Arts, Albertine G. Voncken, Stephanie Medlock, Ameen Abu-Hanna, Henk C. P. M. van Weert:
Reasons for intentional guideline non-adherence: A systematic review. Int. J. Medical Informatics 89: 55-62 (2016) - [j29]Stephanie Medlock, Jeremy C. Wyatt, Vimla L. Patel, Edward H. Shortliffe, Ameen Abu-Hanna:
Modeling information flows in clinical decision support: key insights for enhancing system effectiveness. J. Am. Medical Informatics Assoc. 23(5): 1001-1006 (2016) - [j28]Jan Hendrik Leopold, Ameen Abu-Hanna, Camilla Colombo, Peter J. Sterk, Marcus J. Schultz, Lieuwe D. J. Bos:
Factors Influencing Continuous Breath Signal in Intubated and Mechanically-Ventilated Intensive Care Unit Patients Measured by an Electronic Nose. Sensors 16(8): 1337 (2016) - 2015
- [c29]Camilla Colombo, Jan Hendrik Leopold, Lieuwe D. J. Bos, Riccardo Bellazzi, Ameen Abu-Hanna:
Comparison of Probabilistic versus Non-probabilistic Electronic Nose Classification Methods in an Animal Model. AIME 2015: 298-303 - [c28]Azam Aslani, Fatemeh Tara, Leila Galichi, Sina Madani, Ameen Abu-Hanna, Saeid Eslami:
Evaluation of a Self-Triage Decision Aid System in Pregnancy-Induced Hypertension and Diabetes Mellitus: Preliminary Results of a Randomized Control Trial. AMIA 2015 - [c27]Erik Joukes, Nicolette de Keizer, Ameen Abu-Hanna, Martine C. de Bruijne, Ronald Cornet:
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 2015: 997 - [c26]Erik Joukes, Ronald Cornet, Ameen Abu-Hanna, Martine C. de Bruijne, Nicolette de Keizer:
End-User Expectations During an Electronic Health Record Implementation: a Case Study in Two Academic Hospitals. MIE 2015: 501-505 - 2014
- [j27]Tom Oluoch, Abraham Katana, Victor Ssempijja, Daniel Kwaro, Patrick Langat, Davies Kimanga, Nicky Okeyo, Ameen Abu-Hanna, Nicolette de Keizer:
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. 21(6): 1009-1014 (2014) - [c25]Stephanie Medlock, Anne M. Lagaay, Saeid Eslami, Marjan Askari, Derk L. Arts, Sophia E. de Rooij, Ameen Abu-Hanna:
Development of Computerized Clinical Decision Support to Assist in Detecting and Preventing Delirium in the Hospital Setting. ICHI 2014: 95-100 - [c24]Marjan Askari, Saeid Eslami, Stephanie Medlock, Sophia E. de Rooij, Ameen Abu-Hanna:
Fall-related Information seeking behavior of seniors on the web. MIE 2014: 647-651 - [c23]Shokoufeh Aalaei, Shahram Amini, Mohammad Reza Keramati, Hadi Shahraki, Ameen Abu-Hanna, Saeid Eslami:
Blood Bag Temperature Monitoring System. MIE 2014: 730-734 - [c22]Azam Aslani, Omid Pournik, Ameen Abu-Hanna, Saeid Eslami:
Web-site Evaluation Tools: A Case Study in Reproductive Health Information. MIE 2014: 895-899 - 2013
- [j26]Lilian Minne, Tudor Toma, Evert de Jonge, Ameen Abu-Hanna:
Assessing and combining repeated prognosis of physicians and temporal models in the intensive care. Artif. Intell. Medicine 57(2): 111-117 (2013) - [j25]Marjan Askari, Richard Westerhof, Saeid Eslami, Stephanie Medlock, Sophia E. de Rooij, Ameen Abu-Hanna:
A combined disease management and process modeling approach for assessing and improving care processes: A fall management case-study. Int. J. Medical Informatics 82(10): 1022-1033 (2013) - [c21]Antonie Koetsier, Nicolette de Keizer, Ameen Abu-Hanna, Niels Peek:
A Modified Real AdaBoost algorithm to discover Intensive Care Unit subgroups with a poor outcome. AMIA 2013 - [c20]Stephanie Medlock, Saeid Eslami, Marjan Askari, Henk J. Brouwer, Henk C. P. M. van Weert, Sophia E. de Rooij, Ameen Abu-Hanna:
Attitudes and Experience of Dutch General Practitioners Regarding Computerized Clinical Decision Support. EFMI-STC 2013: 56-60 - [c19]Stephanie Medlock, Saeid Eslami, Marjan Askari, Danielle Sent, Sophia E. de Rooij, Ameen Abu-Hanna:
The Consequences of Seniors Seeking Health Information Using the Internet and Other Sources. MedInfo 2013: 457-460 - [c18]Vimla L. Patel, Ameen Abu-Hanna, Mor Peleg, Silvana Quaglini:
How to Detect and Exploit Non-Adherence to Guidelines? MedInfo 2013: 1239 - 2012
- [j24]Saeid Eslami, Nicolette de Keizer, Dave Dongelmans, Evert de Jonge, Marcus J. Schultz, Ameen Abu-Hanna:
Effects of two different levels of computerized decision support on blood glucose regulation in critically ill patients. Int. J. Medical Informatics 81(1): 53-60 (2012) - [j23]Tom Oluoch, Xenophon Santas, Daniel Kwaro, Martin Chieng Were, Paul G. Biondich, Christopher Bailey, Ameen Abu-Hanna, Nicolette de Keizer:
The effect of electronic medical record-based clinical decision support on HIV care in resource-constrained settings: A systematic review. Int. J. Medical Informatics 81(10): e83-e92 (2012) - [j22]Lilian Minne, Saeid Eslami, Nicolette de Keizer, Evert de Jonge, Sophia E. de Rooij, Ameen Abu-Hanna:
Statistical process control for validating a classification tree model for predicting mortality - A novel approach towards temporal validation. J. Biomed. Informatics 45(1): 37-44 (2012) - [c17]Sylvia Brinkman, Evert de Jonge, Ameen Abu-Hanna, Dylan W. De Lange, Nicolette de Keizer:
The use of linked registries to assess long-term mortality of ICU patients. MIE 2012: 230-234 - 2011
- [j21]Stephanie Medlock, Dedan Opondo, Saeid Eslami, Marjan Askari, Peter Wierenga, Sophia E. de Rooij, Ameen Abu-Hanna:
LERM (Logical Elements Rule Method): A method for assessing and formalizing clinical rules for decision support. Int. J. Medical Informatics 80(4): 286-295 (2011) - [c16]Saeid Eslami, Nicolette de Keizer, Evert de Jonge, Dave Dongelmans, Marcus J. Schultz, Ameen Abu-Hanna:
Lessons Learned from Implementing and Evaluating Computerized Decision Support Systems. AIME 2011: 101-108 - [c15]Lilian Minne, Evert de Jonge, Ameen Abu-Hanna:
Repeated Prognosis in the Intensive Care: How Well Do Physicians and Temporal Models Perform? AIME 2011: 230-239 - 2010
- [j20]Linda Peelen, Nicolette de Keizer, Evert de Jonge, Robert-Jan Bosman, Ameen Abu-Hanna, Niels Peek:
Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit. J. Biomed. Informatics 43(2): 273-286 (2010) - [j19]Tudor Toma, Robert-Jan Bosman, Arno Siebes, Niels Peek, Ameen Abu-Hanna:
Learning predictive models that use pattern discovery - A bootstrap evaluative approach applied in organ functioning sequences. J. Biomed. Informatics 43(4): 578-586 (2010) - [j18]Ameen Abu-Hanna, Barry Nannings, Dave Dongelmans, Arie Hasman:
PRIM versus CART in subgroup discovery: When patience is harmful. J. Biomed. Informatics 43(5): 701-708 (2010) - [c14]Ameen Abu-Hanna, Saeid Eslami, Marcus J. Schultz, Evert de Jonge, Nicolette F. de Keizer:
Analyzing effects of providing performance feedback at ward rounds on guideline adherence - The importance of feedback usage analysis and statistical control charts. MedInfo 2010: 826-830
2000 – 2009
- 2009
- [j17]Riccardo Bellazzi, Ameen Abu-Hanna:
Artificial intelligence in medicine AIME'07. Artif. Intell. Medicine 46(1): 1-3 (2009) - [j16]Vimla L. Patel, Edward H. Shortliffe, Mario Stefanelli, Peter Szolovits, Michael R. Berthold, Riccardo Bellazzi, Ameen Abu-Hanna:
The coming of age of artificial intelligence in medicine. Artif. Intell. Medicine 46(1): 5-17 (2009) - [e2]Carlo Combi, Yuval Shahar, Ameen Abu-Hanna:
Artificial Intelligence in Medicine, 12th Conference on Artificial Intelligence in Medicine, AIME 2009, Verona, Italy, July 18-22, 2009. Proceedings. Lecture Notes in Computer Science 5651, 2009, ISBN 978-3-642-02975-2 [contents] - 2008
- [j15]Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman:
Discovery and integration of univariate patterns from daily individual organ-failure scores for intensive care mortality prediction. Artif. Intell. Medicine 43(1): 47-60 (2008) - [j14]Barry Nannings, Ameen Abu-Hanna, Evert de Jonge:
Applying PRIM (Patient Rule Induction Method) and logistic regression for selecting high-risk subgroups in very elderly ICU patients. Int. J. Medical Informatics 77(4): 272-279 (2008) - [j13]Ronald Cornet, Ameen Abu-Hanna:
Auditing description-logic-based medical terminological systems by detecting equivalent concept definitions. Int. J. Medical Informatics 77(5): 336-345 (2008) - [j12]Saeid Eslami, Nicolette de Keizer, Ameen Abu-Hanna:
The impact of computerized physician medication order entry in hospitalized patients - A systematic review. Int. J. Medical Informatics 77(6): 365-376 (2008) - [c13]Niels Peek, Rick Goud, Ameen Abu-Hanna:
Application of Statistical Process Control Methods to Monitor Guideline Adherence: A Case Study. AMIA 2008 - 2007
- [j11]Saeid Eslami, Ameen Abu-Hanna, Nicolette de Keizer:
Review Paper: Evaluation of Outpatient Computerized Physician Medication Order Entry Systems: A Systematic Review. J. Am. Medical Informatics Assoc. 14(4): 400-406 (2007) - [j10]Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman:
Discovery and inclusion of SOFA score episodes in mortality prediction. J. Biomed. Informatics 40(6): 649-660 (2007) - [c12]Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman:
Discovery and Integration of Organ-Failure Episodes in Mortality Prediction. AIME 2007: 97-106 - [e1]Riccardo Bellazzi, Ameen Abu-Hanna, Jim Hunter:
Artificial Intelligence in Medicine, 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007, Proceedings. Lecture Notes in Computer Science 4594, Springer 2007, ISBN 978-3-540-73598-4 [contents] - 2005
- [j9]Ronald Cornet, Ameen Abu-Hanna:
Description logic-based methods for auditing frame-based medical terminological systems. Artif. Intell. Medicine 34(3): 201-217 (2005) - [j8]Ameen Abu-Hanna, Ronald Cornet, Nicolette de Keizer, Monica Crubézy, Samson W. Tu:
protégé as a vehicle for developing medical terminological systems. Int. J. Hum. Comput. Stud. 62(5): 639-663 (2005) - [c11]Barry Nannings, Ameen Abu-Hanna, Robert-Jan Bosman:
Data-Driven Analysis of Blood Glucose Management Effectiveness. AIME 2005: 53-57 - [c10]Ronald Cornet, Ameen Abu-Hanna:
Two DL-based Methods for Auditing Medical Terminological Systems. AMIA 2005 - [c9]Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman:
Predicting Mortality in the Intensive Care Using Episodes. IWINAC (1) 2005: 447-458 - 2004
- [j7]Peter J. F. Lucas, Linda C. van der Gaag, Ameen Abu-Hanna:
Bayesian networks in biomedicine and health-care. Artif. Intell. Medicine 30(3): 201-214 (2004) - [j6]Monique W. M. Jaspers, Paul Fockens, Jan H. Ravesloot, Martien Limburg, Ameen Abu-Hanna:
Fifteen years medical information sciences: the Amsterdam curriculum. Int. J. Medical Informatics 73(6): 465-477 (2004) - [c8]Ronald Cornet, Ameen Abu-Hanna:
Using Non-Primitive Concept Definitions for Improving DL-based Knowledge Bases. Description Logics 2004 - [c7]Ameen Abu-Hanna, Ronald Cornet, Nicolette de Keizer:
The Specification of a Frame-based Medical Terminological System in Protégé. MedInfo 2004: 317-321 - 2003
- [j5]Ameen Abu-Hanna, Nicolette de Keizer:
Integrating classification trees with local logistic regression in Intensive Care prognosis. Artif. Intell. Medicine 29(1-2): 5-23 (2003) - [c6]Ronald Cornet, Ameen Abu-Hanna:
Using Description Logics for Managing Medical Terminologies. AIME 2003: 61-70 - 2002
- [c5]Ronald Cornet, Ameen Abu-Hanna:
Usability of expressive description logics-a case study in UMLS. AMIA 2002 - 2001
- [c4]Ameen Abu-Hanna, Nicolette de Keizer:
A Classification-Tree Hybrid Method for Studying Prognostic Models in Intensive Care. AIME 2001: 99-108 - [c3]Ronald Cornet, Ameen Abu-Hanna, A. E. Blohm:
An Architecture for Reasoning with Terminological Systems. AMIA 2001
1990 – 1999
- 1995
- [j4]Gertjan van Heijst, Sabina Falasconi, Ameen Abu-Hanna, Guus Schreiber, Mario Stefanelli:
A case study in ontology library construction. Artif. Intell. Medicine 7(3): 227-255 (1995) - 1994
- [j3]Ameen Abu-Hanna, Wouter N. H. Jansweijer, V. Richard Benjamins, Bob J. Wielinga:
Functional models in perspective: their characteristics and integration in multiple model-based diagnosis. Appl. Artif. Intell. 8(2): 219-237 (1994) - [j2]Ameen Abu-Hanna, Wouter N. H. Jansweijer:
Modeling Domain Knowledge Using Explicit Conceptualization. IEEE Expert 9(5): 53-64 (1994) - 1992
- [c2]V. Richard Benjamins, Ameen Abu-Hanna, Wouter N. H. Jansweijer:
Criteria for Dynamic Method Selection in Diagnostic Reasoning. ICCI 1992: 224-227 - 1991
- [j1]Ameen Abu-Hanna, V. Richard Benjamins, Wouter N. H. Jansweijer:
Device Understanding and Modeling for Diagnosis. IEEE Expert 6(2): 26-32 (1991) - [c1]V. Richard Benjamins, Ameen Abu-Hanna, Wouter N. H. Jansweijer:
Models in Model Based Diagnosis: Classification and Construction. SCAI 1991: 54-61
Coauthor Index
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