Leila Ghalebani
Researcher in AI and biomedical data science, focusing on predictive modeling, biomarker discovery, and preventive healthcare.
About me
Leila Ghalebani is a physical chemist and Data Scientist specializing in artificial intelligence, multivariate data analysis, and predictive modeling. Her work focuses on extracting clinically meaningful insights from complex biological, clinical, and behavioral data to support earlier risk detection, personalized interventions, and preventive healthcare.
She is the founder of VitaeAI, where she develops interpretable AI and advanced analytical methodologies for integrating heterogeneous data sources and identifying predictive signatures associated with health outcomes. Her research combines data science, systems thinking, and biomedical research to advance precision medicine and proactive healthcare.
Research
Research interests include artificial intelligence in healthcare, predictive diagnostics, precision medicine, biomarker discovery, multivariate data analysis, machine learning, longitudinal data modeling, and the integration of multi-source biomedical data.
A particular focus is the development of interpretable AI methodologies for early risk assessment, disease prevention, and personalized health optimization. Current interests also include digital health, multimodal data integration, clinical decision support systems, and the application of advanced analytics to neurological, metabolic, and mental health conditions.
Articles
- Journal article: EDUCATION AND INFORMATION TECHNOLOGIES. 2024;29(3):3753-3754Dirin A; Nieminen M; Laine TH; Nieminen L; Ghalebani L
- Journal article: EDUCATION AND INFORMATION TECHNOLOGIES. 2023;28(11):15317-15363Dirin A; Nieminen M; Laine TH; Nieminen L; Ghalebani L
- Article: SPRINGER NATURE. 2023;Volume 28:15317-5363Ghalebani L
- Article: BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS. 2012;421(3):554-560Ghalebani L; Wahlstrom A; Danielsson J; Warmlander SKTS; Graslund A
- Article: JOURNAL OF CHEMICAL PHYSICS. 2009;131(23):234501Zerbetto M; Polimeno A; Kotsyubynskyy D; Ghalebani L; Kowalewski J; Meirovitch E; Olsson U; Widmalm G
- Article: JOURNAL OF MAGNETIC RESONANCE. 2008;195(1):1-8Ghalebani L; Kotsyubynskyy D; Kowalewski J
- Article: CONCEPTS IN MAGNETIC RESONANCE PART A. 2007;30A(2):100-115Ghalebani L; Bernatowicz P; Aski SN; Kowalewski J
- Article: MAGNETIC RESONANCE IN CHEMISTRY. 2005;43(3):235-239Ghalebani L; Kruk D; Kowalewski J
All other publications
- Published conference paper: JOURNAL OF MAGNETIC RESONANCE. 2004;167(2):273-281Kröver KE; Batta G; Kowalewski J; Ghalebani L; Kruk D
Grants
- VINNOVA1 December 2009 - 31 December 2012
