R
Rudi Agius
Researcher at Copenhagen University Hospital
Publications - 2
Citations - 69
Rudi Agius is an academic researcher from Copenhagen University Hospital. The author has contributed to research in topics: Risk assessment & Medicine. The author has an hindex of 1, co-authored 2 publications receiving 34 citations. Previous affiliations of Rudi Agius include Technical University of Denmark.
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Journal ArticleDOI
Machine learning can identify newly diagnosed patients with CLL at high risk of infection.
Rudi Agius,Rudi Agius,Christian Brieghel,Michael A. E. Andersen,Alexander T. Pearson,Bruno Ledergerber,Bruno Ledergerber,Alessandro Cozzi-Lepri,Yoram Louzoun,Christen Lykkegaard Andersen,Christen Lykkegaard Andersen,Jacob Bergstedt,Jakob Hjorth von Stemann,Mette Rose Jørgensen,Man-Hung Eric Tang,Magnus Fontes,Magnus Fontes,Jasmin Bahlo,Carmen D. Herling,Michael Hallek,Michael Hallek,Jens D Lundgren,Cameron Ross MacPherson,Jan Larsen,Carsten Utoft Niemann +24 more
TL;DR: The CLL Treatment-Infection Model (CLL-TIM) is developed that identifies patients at risk of infection or CLL treatment within 2 years of diagnosis as validated on both internal and external cohorts.
Posted ContentDOI
Personalized survival probabilities for SARS-CoV-2 positive patients by explainable machine learning
Adrian G. Zucco,Rudi Agius,Rebecka Svanberg,Kasper Sommerlund Moestrup,Ramtin Z. Marandi,Cameron Ross MacPherson,Jens D Lundgren,Sisse R. Ostrowski,Carsten Utoft Niemann +8 more
TL;DR: In this paper, a machine learning model was trained to predict mortality within 12 weeks of the first positive SARS-CoV-2 test, which can aid clinicians to implement precision medicine.