Author

Céline M Gossner

European Centre for Disease Prevention and ControlORCID 0000-0001-9345-5511Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Annapaola P. RizzoliiD· 1 shared Daniele Da ReiD· 1 shared Diana ErazoiD· 1 shared Francesca DagostiniD· 1 shared Giovanni MariniiD· 1 shared Henna MäkeläiD· 1 shared Indaco BiazzoiD· 1 shared Ioannis KioutsioukisiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperEcology

Annapaola P. RizzoliORCID

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2 papers

Recent·Most cited

EcologybioRxivPreprintMay 18, 2026

Estimating the Presence and Abundance of Aedes Albopictus in Europe Using Neural Networks

Indaco Biazzo, Lia Orfei, Ioannis Kioutsioukis…·Peter V. Markov

The paper develops a neural network framework to predict the presence and weekly abundance of Aedes albopictus across Europe using climate variables.

DOI 10.64898/2026.05.14.722605

𝕏 PostBluesky

EcologyOne HealthPeer-reviewedJan 13, 2026

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Modeling spatio-temporal annual changes in the probability of human tick-borne encephalitis (TBE) occurrence across Europe

Francesca Dagostin, Diana Erazo, Giovanni Marini…·Annapaola P. Rizzoli

Boosted regression trees predict, one year ahead, where human tick-borne encephalitis (TBE) cases are likely in Europe (AUC 0.85 regional, 0.82 municipal), with probability rising in central-western Europe.

12 citationstop 1%

humanmachine learning (classical)

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