Critical appraisal of artificial intelligence for rare-event recognition: principles and pharmacovigilance case studies.

Johan Ellenius

G. Niklas Norén Eva-Lisa Meldau Johan Ellenius Critical appraisal of artificial intelligence for rare-event recognition: principles and pharmacovigilance case studies. 2025 October abs/2510.04341 CoRR https://doi.org/10.48550/arXiv.2510.04341 db/journals/corr/corr2510.html#abs-2510-04341 streams/journals/corr

Lucy Quirant Lovisa Sandberg Jim W. Barrett Johan Ellenius Decision Support for Signal Assessment of Large Case Series in Pharmacovigilance. 601-602 2023 MIE https://doi.org/10.3233/SHTI230213 conf/mie/2023 db/conf/mie/mie2023.html#QuirantSBE23 Abdurahman Omar Johan Ellenius Synnöve Lindemalm Evaluation of Electronic Prescribing Decision Support System at a Tertiary Care Pediatric Hospital: The User Acceptance Perspective. 256-261 2017 ITCH https://doi.org/10.3233/978-1-61499-742-9-256 conf/itch/2017 db/conf/itch/itch2017.html#OmarEL17

Alireza Kazemi Johan Ellenius Faramarz Pourasghar Shahram Tofighi Aref Salehi Ali Amanati Uno G. H. Fors The Effect of Computerized Physician Order Entry and Decision Support System on Medication Errors in the Neonatal Ward: Experiences from an Iranian Teaching Hospital. 25-37 2011 35 J. Medical Syst. 1 https://doi.org/10.1007/s10916-009-9338-x https://www.wikidata.org/entity/Q43880567 db/journals/jms/jms35.html#KazemiEPTSAF11

Alireza Kazemi Johan Ellenius Shahram Tofighi Aref Salehi Fatemeh Eghbalian Uno G. H. Fors CPOE in Iran - A viable prospect?: Physicians' opinions on using CPOE in an Iranian teaching hospital. 199-207 2009 78 Int. J. Medical Informatics 3 https://doi.org/10.1016/j.ijmedinf.2008.07.004 https://www.wikidata.org/entity/Q51950017 db/journals/ijmi/ijmi78.html#KazemiETSEF09

Johan Ellenius Torgny Groth Dynamic decision support graph - Visualization of ANN-generated diagnostic indications of pathological conditions developing over time. 189-198 2008 42 Artif. Intell. Medicine 3 https://doi.org/10.1016/j.artmed.2007.10.002 https://www.wikidata.org/entity/Q51886983 db/journals/artmed/artmed42.html#ElleniusG08

Johan Ellenius Torgny Groth Methods for selection of adequate neural network structures with application to early assessment of chest pain patients by biochemical monitoring. 181-202 2000 57 Int. J. Medical Informatics 2-3 https://doi.org/10.1016/S1386-5056(00)00065-4 https://www.wikidata.org/entity/Q52074805 db/journals/ijmi/ijmi57.html#ElleniusG00

Johan Ellenius Torgny Groth Transferability of neural network-based decision support algorithms for early assessment of chest-pain patients. 1-20 2000 60 Int. J. Medical Informatics 1 https://doi.org/10.1016/S1386-5056(00)00064-2 https://www.wikidata.org/entity/Q52105494 db/journals/ijmi/ijmi60.html#ElleniusG00a

Ali Amanati Jim W. Barrett Fatemeh Eghbalian Uno ForsUno G. H. Fors Torgny Groth Alireza Kazemi Synnöve Lindemalm Eva-Lisa Meldau G. Niklas Norén Abdurahman Omar Faramarz Pourasghar Lucy Quirant Aref Salehi Lovisa Sandberg Shahram Tofighi