Arbeitsbereiche
Early Stage Researcher at the Institute for Medical Information Processing, Biometry, and Epidemiology
Kontakt
Marchioninistraße 15
81377 München
Arbeitsgruppe
Prof. Mansmann
Project Title
Role of Clinical Trial Data Sharing for validation of prognostic and predictive models
Research Interest
In this MCSA funded project, I will explore the methodological aspects of how to validate prognostic and predictive models across various Clinical Trials Data Sharing (CTDS) platforms and work on solutions for gaps in the methodology. To gain a deeper understanding of the CTDS process, I will be visiting (for research) and working at Bayer Berlin, ECRIN Paris, and Yale University USA.
Research interests:
Biostatistics, Statistical Learning (prediction modelling), Machine Learning (supervised and unsupervised), Precision Medicine, Classical Statistical Modelling, Clinical Trails, Survival Data Analysis.
Supervisor(s)
Prof. Ulrich Mansmann
Curriculum Vitae
EDUCATION
since 2024 - PhD candidate Medical Research in Epidemiology & Public Health, IBE
MSc Applied Statistical Modelling and Health Informatics (2022.09 – 2023.09)
Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology & Neuroscience, King's College London
MSc Statistics (2017.08 – 2019.09)
Department of Statistics, Abdul Wali Khan University Mardan
BSc (4 Years) Statistics (2011.09 – 2015.09)
Department of Statistics, University of Swat
WORK EXPERIENCE
Research Assistant (2022.10 – 2024.06)
Fair Modelling & TDA Lab, Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology & Neuroscience, King's College London
Statistician / Data Analyst (2017.04 – 2022.09)
Saidu Medical College, Saidu Teaching Hospitals, Saidu Sharif Swat Pakistan.
Publications
Salazar de Pablo, G., Iniesta, R., Bellato, A., Caye, A., Dobrosavljevic, M., Parlatini, V., ... & Cortese, S. (2024). Individualized prediction models in ADHD: a systematic review and meta-regression. Molecular Psychiatry, 1-9.
Ali, M. H., Khan, D. M., Jamal, K., Ahmad, Z., Manzoor, S., & Khan, Z. (2021). Prediction of Multidrug‐Resistant Tuberculosis Using Machine Learning Algorithms in SWAT, Pakistan. Journal of healthcare engineering, 2021(1), 2567080.