Ghadi S Al Hajj

Ghadi S Al Hajj

University of Oslo - Oslo / Norway
Engineering & Technology / Computer Science
AD Scientific Index ID: 5332072
Universitetet i Oslo
person_outline Ghadi S Al Hajj's MOST POPULAR ARTICLES
1-) The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoiresM Pavlović, L Scheffer, K Motwani, C Kanduri, R Kompova, N Vazov, ...Nature Machine Intelligence 3 (11), 936-944, 2021622021
2-) DagSim: Combining DAG-based model structure with unconstrained data types and relations for flexible, transparent, and modularized data simulationGS Al Hajj, J Pensar, GK SandvePlos one 18 (4), e0284443, 202352023
3-) Improving generalization of machine learning-identified biomarkers with causal modeling: an investigation into immune receptor diagnosticsM Pavlović, GSA Hajj, C Kanduri, J Pensar, M Wood, LM Sollid, V Greiff, ...arXiv preprint arXiv:2204.09291, 202252022
4-) Improving generalization of machine learning-identified biomarkers using causal modelling with examples from immune receptor diagnosticsM Pavlović, GS Al Hajj, C Kanduri, J Pensar, ME Wood, LM Sollid, V Greiff, ...Nature Machine Intelligence 6 (1), 15-24, 202442024
5-) Using causal modeling to analyze generalization of biomarkers in high-dimensional domains: a case study of adaptive immune repertoiresM Pavlovic, GS Al Hajj, V Greiff, J Pensar, GK SandveICML 2022: Workshop on Spurious Correlations, Invariance and Stability, 202222022