Larynx cancer survival model developed through open-source federated learning

Autor: Christian Rønn Hansen, Gareth Price, Matthew Field, Nis Sarup, Ruta Zukauskaite, Jørgen Johansen, Jesper Grau Eriksen, Farhannah Aly, Andrew McPartlin, Lois Holloway, David Thwaites, Carsten Brink

Publikováno v: Rønn Hansen, C, Price, G, Field, M, Sarup, N, Zukauskaite, R, Johansen, J, Eriksen, J G, Aly, F, McPartlin, A, Holloway, L, Thwaites, D & Brink, C 2022, ' Larynx cancer survival model developed through open-source federated learning ', Radiotherapy and Oncology, vol. 176, pp. 179-186 . https://doi.org/10.1016/j.radonc.2022.09.023

Introduction: Federated learning has the potential to perfrom analysis on decentralised data; however, there are some obstacles to survival analyses as there is a risk of data leakage. This study demonstrates how to perform a stratified Cox regressio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fee2aec89436650a9abc2e8433b1475e
https://doi.org/10.1016/j.radonc.2022.09.023

Integrating behaviour, physiology and survival to explore the outcomeof reintroductions: a case study of grey partridge

Autor: Homberger, Benjamin, Korner-Nievergelt, Fränzi, Jenni-Eiermann, Susanne, Duplain, Jérôme, Lanz, Michael, Jenni, Lukas

Personalities, i.e. consistent individual differences in behaviour, have been found in many animal populations. However, the reasons why personalities emerge, how they persist and the consequences they have in a changing environment are poorly unders

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b844722419eb972b3610f8e219524f14

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