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Dokumenttyp:
Journal Article
Autor(en):
González-Alonso, Mónica; Boldeanu, Mihai; Koritnik, Tom; Gonçalves, Jose; Belzner, Lenz; Stemmler, Tom; Gebauer, Robert; Grewling, Łukasz; Tummon, Fiona; Maya-Manzano, Jose M; Ariño, Arturo H; Schmidt-Weber, Carsten; Buters, Jeroen
Titel:
Alternaria spore exposure in Bavaria, Germany, measured using artificial intelligence algorithms in a network of BAA500 automatic pollen monitors.
Abstract:
Although Alternaria spores are well-known allergenic fungal spores, automatic bioaerosol recognition systems have not been trained to recognize these particles until now. Here we report the development of a new algorithm able to classify Alternaria spores with BAA500 automatic bioaerosol monitors. The best validation score was obtained when the model was trained on both data from the original dataset and artificially generated images, with a validation unweighted mean Intersection over Union (Io...     »
Zeitschriftentitel:
Sci Total Environ
Jahr:
2023
Band / Volume:
861
Volltext / DOI:
doi:10.1016/j.scitotenv.2022.160180
PubMed:
http://view.ncbi.nlm.nih.gov/pubmed/36403848
Print-ISSN:
0048-9697
TUM Einrichtung:
Molekulare Allergologie (Prof. Schmidt-Weber)
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