Ghadi S. Al Hajj

Doktorgradsstipendiat
Bilde av Ghadi S. Al Hajj
English version of this page
E-post ghadia@uio.no
Rom 207
Brukernavn
Besøksadresse Gaustadalléen 30 0373 Oslo
Postadresse Postboks 1080 Blindern 0316 Oslo

Ph.D. research fellow working under the supervision of Prof. Geir Kjetil Sandve, Prof. Anne H Schistad Solberg, and Assoc. Prof. Johan Pensar on the project entitled "Improving generalization of machine learning models in medical image and immune receptor sequence analysis through the incorporation of domain priors and constraints"

Emneord: Deep Learning, Causality

Publikasjoner

  • Pavlović, Milena; al Hajj, Ghadi; Kanduri, Chakravarthi; Pensar, Johan; Wood, Mollie Elizabeth & Sollid, Ludvig Magne [Vis alle 8 forfattere av denne artikkelen] (2024). Improving generalization of machine learning-identified biomarkers using causal modelling with examples from immune receptor diagnostics. Nature Machine Intelligence. 6(1), s. 15–24. doi: 10.1038/s42256-023-00781-8.
  • al Hajj, Ghadi; Pensar, Johan & Sandve, Geir Kjetil Ferkingstad (2023). DagSim: Combining DAG-based model structure with unconstrained data types and relations for flexible, transparent, and modularized data simulation. PLOS ONE. ISSN 1932-6203. 18(4). doi: 10.1371/journal.pone.0284443. Fulltekst i vitenarkiv
  • Pavlović, Milena; Scheffer, Lonneke; Motwani, Keshav; Kanduri, Chakravarthi; Kompova, Radmila & Vazov, Nikolay Aleksandrov [Vis alle 41 forfattere av denne artikkelen] (2021). The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires. Nature Machine Intelligence. 3(11), s. 936–944. doi: 10.1038/s42256-021-00413-z.

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Publisert 2. nov. 2020 08:38 - Sist endret 26. mars 2024 11:58

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