| 2025 | AIME | 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 |
| 2024 | UAI | Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations. | Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Cin |
| 2023 | AIME | Soft-Prompt Tuning to Predict Lung Cancer Using Primary Care Free-Text Dutch Medical Notes. | Auke Elfrink, Iacopo Vagliano, Ameen Abu-Hanna, Iacer Calixto |
| 2023 | AIME | Autoencoder-Based Prediction of ICU Clinical Codes. | Tsvetan R. Yordanov, Ameen Abu-Hanna, Anita C. J. Ravelli, Iacopo Vagliano |
| 2023 | EMNLP | LLM aided semi-supervision for efficient Extractive Dialog Summarization. | Nishant Mishra, Gaurav Sahu, Iacer Calixto, Ameen Abu-Hanna, Issam H. Laradji |
| 2021 | AIME | 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 |
| 2021 | AIME | Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift. | Miguel Rios, Ameen Abu-Hanna |
| 2015 | AIME | 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 |
| 2015 | AMIA | 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 |
| 2013 | AMIA | 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 |
| 2011 | AIME | 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 |
| 2011 | AIME | Repeated Prognosis in the Intensive Care: How Well Do Physicians and Temporal Models Perform? | Lilian Minne, Evert de Jonge, Ameen Abu-Hanna |
| 2008 | AMIA | Application of Statistical Process Control Methods to Monitor Guideline Adherence: A Case Study. | Niels Peek, Rick Goud, Ameen Abu-Hanna |
| 2007 | AIME | Discovery and Integration of Organ-Failure Episodes in Mortality Prediction. | Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman |
| 2005 | AIME | Data-Driven Analysis of Blood Glucose Management Effectiveness. | Barry Nannings, Ameen Abu-Hanna, Robert-Jan Bosman |
| 2005 | AMIA | Two DL-based Methods for Auditing Medical Terminological Systems. | Ronald Cornet, Ameen Abu-Hanna |
| 2005 | IWINAC | Predicting Mortality in the Intensive Care Using Episodes. | Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman |
| 2003 | AIME | Using Description Logics for Managing Medical Terminologies. | Ronald Cornet, Ameen Abu-Hanna |
| 2002 | AMIA | Usability of expressive description logics-a case study in UMLS. | Ronald Cornet, Ameen Abu-Hanna |
| 2001 | AIME | A Classification-Tree Hybrid Method for Studying Prognostic Models in Intensive Care. | Ameen Abu-Hanna, Nicolette de Keizer |
| 2001 | AMIA | An Architecture for Reasoning with Terminological Systems. | Ronald Cornet, Ameen Abu-Hanna, A. E. Blohm |
| 1992 | ICCI | Criteria for Dynamic Method Selection in Diagnostic Reasoning. | V. Richard Benjamins, Ameen Abu-Hanna, Wouter N. H. Jansweijer |