Prof. dr. A. Abu-Hanna

Main activities
Teaching, Research
Medical Informatics
Focus of research
  • Statistical Machine Learning
  • Prognostic Models
  • Decision Support
Key publications
  • Minne L, Eslami S, de Keizer N, de Jonge E, de Rooij SE, Abu-Hanna A, Effect of changes over time in the performance of a customized SAPS-II model on the quality of care assessment. INTENS CARE MED 2012;38 (1):40-46 [PubMed]
  • Medlock S, Opondo D, Eslami S, Askari M, Wierenga P, de Rooij SE, Abu-Hanna A, LERM (Logical Elements Rule Method): A method for assessing and formalizing clinical rules for decision support. INT J MED INFORM 2011;80 (4):286-295 [PubMed]
  • Leopold JH, Bos LDJ, Sterk PJ, Schultz MJ, Fens N, Horvath I, Bikov A, Montuschi P, Di Natale C, Yates DH, Abu-Hanna A, Comparison of classification methods in breath analysis by electronic nose. J BREATH RES 2015;9 (4):046002 [PubMed]
  • Askari M, Eslami S, van Rijn M, Medlock S, Moll van Charante EP, van der Velde N, de Rooij SE, Abu-Hanna A, Assessment of the quality of fall detection and management in primary care in the Netherlands based on the ACOVE quality indicators. OSTEOPOROSIS INT 2016;27 (2):569-576 [PubMed]
  • Medlock S, Wyatt JC, Patel VL, Shortliffe EH, Abu-Hanna A, Modeling information flows in clinical decision support: key insights for enhancing system effectiveness. J AM MED INFORM ASSN 2016;23 (5):1001-1006 [PubMed]
All Publications
Research programmes

Methodology in Medical Informatics

I focus on (deep) machine learning and decision support in the following healthcare domains:

  • Primary Care
  • Geriatrics
  • Intensive Care
  • Perintal Health

Prof. dr. A. Abu-Hanna
Drs. W.J.P.P. ter Burg
Dr. J.H. Leopold PhD
Dr. S.K. Medlock DVM PhD
Dr. ir. A.C.J. Ravelli PhD
Dr. M.C. Schut
Dr. D. Sent PhD

Dr. J.E. Klopotowska

PhD Students
H. Al-Farra MD MSc
T. Bakker MSc
H.G. van den Boorn MSc
G.T.N. Burger
E. Joukes MSc
M.G. Kersloot BSc
C.C. Margadant MSc
W. Qi
V.A. Stangenberger MSc (LOGEX bv)
B.A. Volman MSc

Drs. E.S. Brinkman
T.T. Luik MSc

Other research related activities
  • Membership of editorial board / Editorship, ARTIFICIAL INTELLIGENCE IN MEDICINE
  • Membership of advisory board / Consultant, International Academy of Health Science Informatics
  • Membership of advisory board / Consultant, International Journal of Big Data and Analytics in Healthcare
Current research funding
  • AMC
  • B.H.N. Registratie
  • Europese Unie
  • Stichting Amsterdams Universititeitsfonds
  • Stichting SIDN Fonds
  • ZonMw