Models in Model Based Diagnosis: Classification and Construction. - V. Richard Benjamins; Ameen Abu-Hanna; Wouter N. H. Jansweijer (SCAI, 1991)

Device Understanding and Modeling for Diagnosis. - Ameen Abu-Hanna; V. Richard Benjamins; Wouter N. H. Jansweijer (IEEE Expert, 1991)

Criteria for Dynamic Method Selection in Diagnostic Reasoning. - V. Richard Benjamins; Ameen Abu-Hanna; Wouter N. H. Jansweijer (ICCI, 1992)

Functional models in perspective: their characteristics and integration in multiple model-based diagnosis. - Ameen Abu-Hanna; Wouter N. H. Jansweijer; V. Richard Benjamins; Bob J. Wielinga (Appl. Artif. Intell., 1994)

Modeling Domain Knowledge Using Explicit Conceptualization. - Ameen Abu-Hanna; Wouter N. H. Jansweijer (IEEE Expert, 1994)

A case study in ontology library construction. - Gertjan van Heijst; Sabina Falasconi; Ameen Abu-Hanna; Guus Schreiber; Mario Stefanelli (Artif. Intell. Medicine, 1995)

A Classification-Tree Hybrid Method for Studying Prognostic Models in Intensive Care. - Ameen Abu-Hanna; Nicolette de Keizer (AIME, 2001)

An Architecture for Reasoning with Terminological Systems. - Ronald Cornet; Ameen Abu-Hanna; A. E. Blohm (AMIA, 2001)

Usability of expressive description logics-a case study in UMLS. - Ronald Cornet; Ameen Abu-Hanna (AMIA, 2002)

Using Description Logics for Managing Medical Terminologies. - Ronald Cornet; Ameen Abu-Hanna (AIME, 2003)

Integrating classification trees with local logistic regression in Intensive Care prognosis. - Ameen Abu-Hanna; Nicolette de Keizer (Artif. Intell. Medicine, 2003)

Using Non-Primitive Concept Definitions for Improving DL-based Knowledge Bases. - Ronald Cornet; Ameen Abu-Hanna (Description Logics, 2004)

The Specification of a Frame-based Medical Terminological System in Protégé. - Ameen Abu-Hanna; Ronald Cornet; Nicolette de Keizer (MedInfo, 2004)

Bayesian networks in biomedicine and health-care. - Peter J. F. Lucas; Linda C. van der Gaag; Ameen Abu-Hanna (Artif. Intell. Medicine, 2004)

Fifteen years medical information sciences: the Amsterdam curriculum. - Monique W. M. Jaspers; Paul Fockens; Jan H. Ravesloot; Martien Limburg; Ameen Abu-Hanna (Int. J. Medical Informatics, 2004)

Data-Driven Analysis of Blood Glucose Management Effectiveness. - Barry Nannings; Ameen Abu-Hanna; Robert-Jan Bosman (AIME, 2005)

Two DL-based Methods for Auditing Medical Terminological Systems. - Ronald Cornet; Ameen Abu-Hanna (AMIA, 2005)

Predicting Mortality in the Intensive Care Using Episodes. - Tudor Toma; Ameen Abu-Hanna; Robert-Jan Bosman (IWINAC (1), 2005)

Description logic-based methods for auditing frame-based medical terminological systems. - Ronald Cornet; Ameen Abu-Hanna (Artif. Intell. Medicine, 2005)

protégé as a vehicle for developing medical terminological systems. - Ameen Abu-Hanna; Ronald Cornet; Nicolette de Keizer; Monica Crubézy; Samson W. Tu (Int. J. Hum. Comput. Stud., 2005)

Discovery and Integration of Organ-Failure Episodes in Mortality Prediction. - Tudor Toma; Ameen Abu-Hanna; Robert-Jan Bosman (AIME, 2007)

Review Paper: Evaluation of Outpatient Computerized Physician Medication Order Entry Systems: A Systematic Review. - Saeid Eslami; Ameen Abu-Hanna; Nicolette de Keizer (J. Am. Medical Informatics Assoc., 2007)

Discovery and inclusion of SOFA score episodes in mortality prediction. - Tudor Toma; Ameen Abu-Hanna; Robert-Jan Bosman (J. Biomed. Informatics, 2007)

Application of Statistical Process Control Methods to Monitor Guideline Adherence: A Case Study. - Niels Peek; Rick Goud; Ameen Abu-Hanna (AMIA, 2008)

Discovery and integration of univariate patterns from daily individual organ-failure scores for intensive care mortality prediction. - Tudor Toma; Ameen Abu-Hanna; Robert-Jan Bosman (Artif. Intell. Medicine, 2008)

Auditing description-logic-based medical terminological systems by detecting equivalent concept definitions. - Ronald Cornet; Ameen Abu-Hanna (Int. J. Medical Informatics, 2008)

The impact of computerized physician medication order entry in hospitalized patients - A systematic review. - Saeid Eslami; Nicolette de Keizer; Ameen Abu-Hanna (Int. J. Medical Informatics, 2008)

Applying PRIM (Patient Rule Induction Method) and logistic regression for selecting high-risk subgroups in very elderly ICU patients. - Barry Nannings; Ameen Abu-Hanna; Evert de Jonge (Int. J. Medical Informatics, 2008)

Artificial intelligence in medicine AIME'07. - Riccardo Bellazzi; Ameen Abu-Hanna (Artif. Intell. Medicine, 2009)

The coming of age of artificial intelligence in medicine. - Vimla L. Patel; Edward H. Shortliffe; Mario Stefanelli; Peter Szolovits; Michael R. Berthold; Riccardo Bellazzi; Ameen Abu-Hanna (Artif. Intell. Medicine, 2009)

Analyzing effects of providing performance feedback at ward rounds on guideline adherence - The importance of feedback usage analysis and statistical control charts. - Ameen Abu-Hanna; Saeid Eslami; Marcus J. Schultz; Evert de Jonge; Nicolette F. de Keizer (MedInfo, 2010)

PRIM versus CART in subgroup discovery: When patience is harmful. - Ameen Abu-Hanna; Barry Nannings; Dave Dongelmans; Arie Hasman (J. Biomed. Informatics, 2010)

Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit. - Linda Peelen; Nicolette de Keizer; Evert de Jonge; Robert-Jan Bosman; Ameen Abu-Hanna; Niels Peek (J. Biomed. Informatics, 2010)

Learning predictive models that use pattern discovery - A bootstrap evaluative approach applied in organ functioning sequences. - Tudor Toma; Robert-Jan Bosman; Arno Siebes; Niels Peek; Ameen Abu-Hanna (J. Biomed. Informatics, 2010)

Lessons Learned from Implementing and Evaluating Computerized Decision Support Systems. - Saeid Eslami; Nicolette de Keizer; Evert de Jonge; Dave Dongelmans; Marcus J. Schultz; Ameen Abu-Hanna (AIME, 2011)

Repeated Prognosis in the Intensive Care: How Well Do Physicians and Temporal Models Perform? - Lilian Minne; Evert de Jonge; Ameen Abu-Hanna (AIME, 2011)

LERM (Logical Elements Rule Method): A method for assessing and formalizing clinical rules for decision support. - Stephanie Medlock; Dedan Opondo; Saeid Eslami; Marjan Askari; Peter Wierenga; Sophia E. de Rooij; Ameen Abu-Hanna (Int. J. Medical Informatics, 2011)

The use of linked registries to assess long-term mortality of ICU patients. - Sylvia Brinkman; Evert de Jonge; Ameen Abu-Hanna; Dylan W. De Lange; Nicolette de Keizer (MIE, 2012)

Effects of two different levels of computerized decision support on blood glucose regulation in critically ill patients. - Saeid Eslami; Nicolette de Keizer; Dave Dongelmans; Evert de Jonge; Marcus J. Schultz; Ameen Abu-Hanna (Int. J. Medical Informatics, 2012)

The effect of electronic medical record-based clinical decision support on HIV care in resource-constrained settings: A systematic review. - Tom Oluoch; Xenophon Santas; Daniel Kwaro; Martin Chieng Were; Paul G. Biondich; Christopher Bailey 005; Ameen Abu-Hanna; Nicolette de Keizer (Int. J. Medical Informatics, 2012)

Statistical process control for validating a classification tree model for predicting mortality - A novel approach towards temporal validation. - Lilian Minne; Saeid Eslami; Nicolette de Keizer; Evert de Jonge; Sophia E. de Rooij; Ameen Abu-Hanna (J. Biomed. Informatics, 2012)

A Modified Real AdaBoost algorithm to discover Intensive Care Unit subgroups with a poor outcome. - Antonie Koetsier; Nicolette de Keizer; Ameen Abu-Hanna; Niels Peek (AMIA, 2013)

Attitudes and Experience of Dutch General Practitioners Regarding Computerized Clinical Decision Support. - Stephanie Medlock; Saeid Eslami; Marjan Askari; Henk J. Brouwer; Henk C. P. M. van Weert; Sophia E. de Rooij; Ameen Abu-Hanna (EFMI-STC, 2013)

The Consequences of Seniors Seeking Health Information Using the Internet and Other Sources. - Stephanie Medlock; Saeid Eslami; Marjan Askari; Danielle Sent; Sophia E. de Rooij; Ameen Abu-Hanna (MedInfo, 2013)

How to Detect and Exploit Non-Adherence to Guidelines? - Vimla L. Patel; Ameen Abu-Hanna; Mor Peleg; Silvana Quaglini (MedInfo, 2013)

Assessing and combining repeated prognosis of physicians and temporal models in the intensive care. - Lilian Minne; Tudor Toma; Evert de Jonge; Ameen Abu-Hanna (Artif. Intell. Medicine, 2013)

A combined disease management and process modeling approach for assessing and improving care processes: A fall management case-study. - Marjan Askari; Richard Westerhof; Saeid Eslami; Stephanie Medlock; Sophia E. de Rooij; Ameen Abu-Hanna (Int. J. Medical Informatics, 2013)

Development of Computerized Clinical Decision Support to Assist in Detecting and Preventing Delirium in the Hospital Setting. - Stephanie Medlock; Anne M. Lagaay; Saeid Eslami; Marjan Askari; Derk L. Arts; Sophia E. de Rooij; Ameen Abu-Hanna (ICHI, 2014)

Blood Bag Temperature Monitoring System. - Shokoufeh Aalaei; Shahram Amini; Mohammad Reza Keramati; Hadi Shahraki; Ameen Abu-Hanna; Saeid Eslami (MIE, 2014)

Fall-related Information seeking behavior of seniors on the web. - Marjan Askari; Saeid Eslami; Stephanie Medlock; Sophia E. de Rooij; Ameen Abu-Hanna (MIE, 2014)

Web-site Evaluation Tools: A Case Study in Reproductive Health Information. - Azam Aslani; Omid Pournik; Ameen Abu-Hanna; Saeid Eslami (MIE, 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. - Tom Oluoch; Abraham Katana; Victor Ssempijja; Daniel Kwaro; Patrick Langat; Davies Kimanga; Nicky Okeyo; Ameen Abu-Hanna; Nicolette de Keizer (J. Am. Medical Informatics Assoc., 2014)

Comparison of Probabilistic versus Non-probabilistic Electronic Nose Classification Methods in an Animal Model. - Camilla Colombo; Jan Hendrik Leopold; Lieuwe D. J. Bos; Riccardo Bellazzi; Ameen Abu-Hanna (AIME, 2015)

Evaluation of a Self-Triage Decision Aid System in Pregnancy-Induced Hypertension and Diabetes Mellitus: Preliminary Results of a Randomized Control Trial. - Azam Aslani; Fatemeh Tara; Leila Galichi; Sina Madani; Ameen Abu-Hanna; Saeid Eslami (AMIA, 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. - Erik Joukes; Nicolette de Keizer; Ameen Abu-Hanna; Martine C. de Bruijne; Ronald Cornet (MedInfo, 2015)

End-User Expectations During an Electronic Health Record Implementation: a Case Study in Two Academic Hospitals. - Erik Joukes; Ronald Cornet; Ameen Abu-Hanna; Martine C. de Bruijne; Nicolette de Keizer (MIE, 2015)

Reasons for intentional guideline non-adherence: A systematic review. - Derk L. Arts; Albertine G. Voncken; Stephanie Medlock; Ameen Abu-Hanna; Henk C. P. M. van Weert (Int. J. Medical Informatics, 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. - Afshin Sarafi Nejad; Mohammad Reza Farrokhi Noori; Aliakbar Haghdoost; Kambiz Bahaadinbeigy; Ameen Abu-Hanna; Saeid Eslami (Int. J. Medical Informatics, 2016)

Modeling information flows in clinical decision support: key insights for enhancing system effectiveness. - Stephanie Medlock; Jeremy C. Wyatt; Vimla L. Patel; Edward H. Shortliffe; Ameen Abu-Hanna (J. Am. Medical Informatics Assoc., 2016)

Factors Influencing Continuous Breath Signal in Intubated and Mechanically-Ventilated Intensive Care Unit Patients Measured by an Electronic Nose. - Jan Hendrik Leopold; Ameen Abu-Hanna; Camilla Colombo; Peter J. Sterk; Marcus J. Schultz; Lieuwe D. J. Bos (Sensors, 2016)

Feasibility of automatic evaluation of clinical rules in general practice. - Dedan Opondo; Stefan Visscher; Saied Eslami; Stephanie Medlock; Robert A. Verheij; Joke C. Korevaar; Ameen Abu-Hanna (Int. J. Medical Informatics, 2017)

Erratum to "Feasibility of automatic evaluation of clinical rules in general practice" [Int. J. Med. Inform. 100 (2017) 90-94]. - Dedan Opondo; Stefan Visscher; Saied Eslami; Stephanie Medlock; Robert A. Verheij; Joke C. Korevaar; Ameen Abu-Hanna (Int. J. Medical Informatics, 2017)

Information Technology-Based Interventions to Improve Drug-Drug Interaction Outcomes: A Systematic Review on Features and Effects. - Ehsan Nabovati; Hasan Vakili-Arki; Zhila Taherzadeh; Mohammad Reza Saberi; Stephanie Medlock; Ameen Abu-Hanna; Saeid Eslami (J. Medical Syst., 2017)

Time Spent on Dedicated Patient Care and Documentation Tasks Before and After the Introduction of a Structured and Standardized Electronic Health Record. - Erik Joukes; Ameen Abu-Hanna; Ronald Cornet; Nicolette de Keizer (Appl. Clin. Inform., 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. - Reza Sheibani; Mehdi Sheibani; Alireza Heidari-Bakavoli; Ameen Abu-Hanna; Saeid Eslami (J. Medical Syst., 2018)

Development and validation of a model for the adoption of structured and standardised data recording among healthcare professionals. - Erik Joukes; Ronald Cornet; Martine C. de Bruijne; Nicolette F. de Keizer; Ameen Abu-Hanna (BMC Medical Informatics Decis. Mak., 2018)

Impact of Electronic versus Paper-Based Recording before EHR Implementation on Health Care Professionals' Perceptions of EHR Use, Data Quality, and Data Reuse. - Erik Joukes; Nicolette de Keizer; Martine C. de Bruijne; Ameen Abu-Hanna; Ronald Cornet (Appl. Clin. Inform., 2019)

Automated SNOMED CT concept and attribute relationship detection through a web-based implementation of cTAKES. - Martijn G. Kersloot; Francis Y. Lau; Ameen Abu-Hanna; Derk L. Arts; Ronald Cornet (J. Biomed. Semant., 2019)

For which clinical rules do doctors want decision support, and why? A survey of Dutch general practitioners. - 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 (Health Informatics J., 2019)

Effect of an Online Appointment Scheduling System on Evaluation Metrics of Outpatient Scheduling System: a before-after MulticenterStudy. - Mohammad Reza Mazaheri Habibi; Fahimeh Mohammadabadi; Hamed Tabesh; Hasan Vakili-Arki; Ameen Abu-Hanna; Saeid Eslami (J. Medical Syst., 2019)

The effect of ICU-tailored drug-drug interaction alerts on medication prescribing and monitoring: protocol for a cluster randomized stepped-wedge trial. - 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 (BMC Medical Informatics Decis. Mak., 2019)

Impact of Altering Data Granularity Levels on Predictive Modelling: A Case Study of Fall Risk Prediction in Older Persons. - Noman Dormosh; Ameen Abu-Hanna; Nathalie van der Velde; Martijn C. Schut (MIE, 2020)

Natural language processing algorithms for mapping clinical text fragments onto ontology concepts: a systematic review and recommendations for future studies. - Martijn G. Kersloot; Florentien J. P. van Putten; Ameen Abu-Hanna; Ronald Cornet; Derk L. Arts (J. Biomed. Semant., 2020)

The Effectiveness of Phrase Skip-Gram in Primary Care NLP for the Prediction of Lung Cancer. - Torec T. Luik; Miguel Rios; Ameen Abu-Hanna; Henk C. P. M. van Weert; Martijn C. Schut (AIME, 2021)

Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift. - Miguel Rios; Ameen Abu-Hanna (AIME, 2021)

FAIRification Efforts of Clinical Researchers: The Current State of Affairs. - Martijn G. Kersloot; Philip van Damme; Ameen Abu-Hanna; Derk L. Arts; Ronald Cornet (EFMI-STC, 2021)

Explaining heterogeneity of individual treatment causal effects by subgroup discovery: An observational case study in antibiotics treatment of acute rhino-sinusitis. - W. Qi; Ameen Abu-Hanna; Thamar Eva Maria van Esch; Derek de Beurs; Yuntao Liu; Linda E. Flinterman; Martijn C. Schut (Artif. Intell. Medicine, 2021)

Barriers and facilitators influencing medication-related CDSS acceptance according to clinicians: A systematic review. - 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 (Int. J. Medical Informatics, 2021)

De-novo FAIRification via an Electronic Data Capture system by automated transformation of filled electronic Case Report Forms into machine-readable data. - 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 (J. Biomed. Informatics, 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. - Tom Oluoch; Ronald Cornet; Jacques Muthusi; Abraham Katana; Davies Kimanga; Daniel Kwaro; Nicky Okeyo; Ameen Abu-Hanna; Nicolette de Keizer (BMC Medical Informatics Decis. Mak., 2021)

Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels. - Miguel Rios; Ameen Abu-Hanna (CoRR, 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. - 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 (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. - 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; et al. (Int. J. Medical Informatics, 2022)

General Practitioners' needs and wishes for clinical decision support Systems: A focus group study. - Leonie Westerbeek; Gert-Jan de Bruijn; Henk C. P. M. van Weert; Ameen Abu-Hanna; Stephanie Medlock; Julia C. M. van Weert (Int. J. Medical Informatics, 2022)

Evaluating pointwise reliability of machine learning prediction. - Giovanna Nicora; Miguel Rios; Ameen Abu-Hanna; Riccardo Bellazzi (J. Biomed. Informatics, 2022)

Soft-Prompt Tuning to Predict Lung Cancer Using Primary Care Free-Text Dutch Medical Notes. - Auke Elfrink; Iacopo Vagliano; Ameen Abu-Hanna; Iacer Calixto (AIME, 2023)

Autoencoder-Based Prediction of ICU Clinical Codes. - Tsvetan R. Yordanov; Ameen Abu-Hanna; Anita C. J. Ravelli; Iacopo Vagliano (AIME, 2023)

LLM aided semi-supervision for efficient Extractive Dialog Summarization. - Nishant Mishra; Gaurav Sahu; Iacer Calixto; Ameen Abu-Hanna; Issam H. Laradji (EMNLP (Findings), 2023)

Leveraging Multi-Word Concepts to Predict Acute Kidney Injury in Intensive Care. - Lorenzo Brancato; Iacer Calixto; Ameen Abu-Hanna; Iacopo Vagliano (ICIMTH, 2023)

Causal prediction models for medication safety monitoring: The diagnosis of vancomycin-induced acute kidney injury. - Izak A. R. Yasrebi-de Kom; Joanna E. Klopotowska; Dave Dongelmans; Nicolette de Keizer; Kitty J. Jager; Ameen Abu-Hanna; Giovanni Cinà (CoRR, 2023)

LLM aided semi-supervision for Extractive Dialog Summarization. - Nishant Mishra; Gaurav Sahu; Iacer Calixto; Ameen Abu-Hanna; Issam H. Laradji (CoRR, 2023)

Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review. - 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 (J. Am. Medical Informatics Assoc., 2023)

Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal. - 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 (J. Biomed. Informatics, 2023)

Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations. - Mohammad Azizmalayeri; Ameen Abu-Hanna; Giovanni Cinà (UAI, 2024)

Comparing causal random forest and linear regression to estimate the independent association of organisational factors with ICU efficiency. - 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 (Int. J. Medical Informatics, 2024)

SeNiors empOWered via Big Data to Joint-Manage Their Medication-Related Risk of Falling in Primary Care: The SNOWDROP Project. - 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 (Commit2Data, 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. - 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; et al. (BMC Medical Informatics Decis. Mak., 2024)

Large language models versus static word embeddings to predict Acute Kidney Injury in the Intensive Care Unit: Does context matter? - Rick van Slobbe; Drahomira Herrmannova; Elia Lima-Walton; Ameen Abu-Hanna; Iacopo Vagliano (SLM4Health@AIME, 2025)

Unmasking the chameleons: A benchmark for out-of-distribution detection in medical tabular data. - Mohammad Azizmalayeri; Ameen Abu-Hanna; Giovanni Cinà (Int. J. Medical Informatics, 2025)

Multimodal convolutional neural networks for the prediction of acute kidney injury in the intensive care. - Rick van Slobbe; Drahomira Herrmannova; Dijs Johan Boeke; Elia Lima-Walton; Ameen Abu-Hanna; Iacopo Vagliano (Int. J. Medical Informatics, 2025)

A randomized controlled trial to evaluate innovative decision support in the context of fall prevention. - 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 (npj Digit. Medicine, 2025)

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters. - 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 (CoRR, 2025)

DistillNote: LLM-based clinical note summaries improve heart failure diagnosis. - Heloísa Oss Boll; Antônio Oss Boll; Leticia Puttlitz Boll; Ameen Abu-Hanna; Iacer Calixto (CoRR, 2025)

Detection of Adverse Drug Events in Dutch clinical free text documents using Transformer Models: benchmark study. - Rachel M. Murphy; Nishant Mishra; Nicolette F. de Keizer; Dave A. Dongelmans; Kitty J. Jager; Ameen Abu-Hanna; Joanna E. Klopotowska; Iacer Calixto (CoRR, 2025)

Creation of a gold standard Dutch corpus of clinical notes for adverse drug event detection: the Dutch ADE corpus. - 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 (Lang. Resour. Evaluation, 2025)