Research output per year
Research output per year
PhD, dr.
Accepting PhD Students
Research activity per year
I passion about finding scalable, explainable, and reliable machine learning (ML) solutions for applications in precision medicine. The core aim of precision medicine is to find the right treatment at the right time for the right patient, and ML can substantially aid in realizing these goals. In my research, I try to i) use scalable ML solutions on large clinical cohorts to spell heterogeneity in healthy and patient populations; ii) find interpretable ML solutions somehow we can translate the decisions of an ML model into practical recommendations for both clinicians and patients, and iii) exploit model uncertainty estimation techniques for more reliable decision making.
Click here for my courses.
Computer science, PhD, University of Trento
1 Sept 2013 → 26 Apr 2017
Award Date: 26 Apr 2017
Master’s Degree, CIMeC, University of Trento
1 Sept 2011 → 21 Jul 2013
Award Date: 21 Jul 2013
Computer science, Bachelor’s Degree, Ferdowsi University of Mashhad
1 Sept 2002 → 4 Jul 2007
Award Date: 4 Jul 2007
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific
Kia, S. M. (Principal Investigator), Stekelenburg, J. (CoPI), van Wingerden, M. (Co-Investigator), Zamanzadeh Nasrabadi, M. (Researcher) & Wolfers, T. (Co-Investigator)
1/09/24 → 31/08/25
Project: Research project
Ou, C. (Principal Investigator), Jacobs, M. (CoPI), Heising, L. (Co-Investigator), van Oijen, A. (Co-Investigator), Ong, S. (CoPI), Šafář, M. (CoPI), Saygili, G. (Co-Investigator), Weggelaar, A. M. (CoPI), de Bont, A. (CoPI), Ossewaarde, R. (Co-Investigator), Wang, G. (Co-Investigator), Zegveld, C. (Co-Investigator), Meyers, G. (Co-Investigator), Vuorre, M. (Co-Investigator), Kia, S. M. (Co-Investigator) & Laitenberger, U. (Co-Investigator)
1/01/24 → 1/01/28
Project: Research project
Kia, S. M. (Principal Investigator), van Wingerden, M. (CoPI), Šafář, M. (CoPI) & Zamanzadeh Nasrabadi, M. (Researcher)
1/01/24 → 31/12/27
Project: Research project
Kia, S. M. (Principal Investigator), Schnack, H. (Principal Investigator), Cahn, W. (Principal Investigator), Tavakkol, M. (Principal Investigator) & Witkamp, R. (Principal Investigator)
1/09/22 → 31/08/23
Project: Research project