Výsledky vyhledávání - "Duchene, David A"

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Contrastive Deep Learning Reveals Age Biomarkers in Histopathological Skin Biopsies

Autor: Chakradeo, Kaustubh, Nielsen, Pernille, Gjerdrum, Lise Mette Rahbek, Hansen, Gry Sahl, Duchêne, David A, Mortensen, Laust H, Jensen, Majken K, Bhatt, Samir

As global life expectancy increases, so does the burden of chronic diseases, yet individuals exhibit considerable variability in the rate at which they age. Identifying biomarkers that distinguish fast from slow ageing is crucial for understanding th

Externí odkaz: http://arxiv.org/abs/2411.16956

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Leaping through tree space: continuous phylogenetic inference for rooted and unrooted trees

Autor: Penn, Matthew J, Scheidwasser, Neil, Penn, Joseph, Donnelly, Christl A, Duchêne, David A, Bhatt, Samir

Publikováno v: Genome Biol. Evol. 15 (2023) evad213

Phylogenetics is now fundamental in life sciences, providing insights into the earliest branches of life and the origins and spread of epidemics. However, finding suitable phylogenies from the vast space of possible trees remains challenging. To addr

Externí odkaz: http://arxiv.org/abs/2306.05739

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Phylo2Vec: a vector representation for binary trees

Autor: Penn, Matthew J, Scheidwasser, Neil, Khurana, Mark P, Duchêne, David A, Donnelly, Christl A, Bhatt, Samir

Publikováno v: Systematic Biology, 2024, syae030

Binary phylogenetic trees inferred from biological data are central to understanding the shared history among evolutionary units. However, inferring the placement of latent nodes in a tree is computationally expensive. State-of-the-art methods rely o

Externí odkaz: http://arxiv.org/abs/2304.12693

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