Zobrazeno 1 - 10
of 14 301
pro vyhledávání: '"Anthea To"'
Acute myeloid leukaemia (AML) is a type of blood and bone marrow cancer characterized by the proliferation of abnormal clonal haematopoietic cells in the bone marrow leading to bone marrow failure. Over the course of the disease, angiogenic factors r
Externí odkaz:
http://arxiv.org/abs/2408.13685
Autor:
Anthony, Belcher, A., Esteva Miguel, Anthea, Lam, Rizki, Ramadhani, Achmad, Rayhan, Wangkun, Xu, Daphne, Tuncer
The implementation of early warning mechanisms that can be used to detect forest fires in rural areas is essential to mitigate their deleterious effects, in particular by notifying local fire authorities to mount timely emergency responses. 6G-enable
Externí odkaz:
http://arxiv.org/abs/2407.09117
Bounding and predicting the generalization gap of overparameterized neural networks remains a central open problem in theoretical machine learning. There is a recent and growing body of literature that proposes the framework of fractals to model opti
Externí odkaz:
http://arxiv.org/abs/2406.02234
We propose an algebraic geometric framework to study the expressivity of linear activation neural networks. A particular quantity of neural networks that has been actively studied is the number of linear regions, which gives a quantification of the i
Externí odkaz:
http://arxiv.org/abs/2405.20174
Autor:
Talbut, Roan, Monod, Anthea
We propose a gradient descent method for solving optimisation problems arising in settings of tropical geometry - a variant of algebraic geometry that has become increasingly studied in applications such as computational biology, economics, and compu
Externí odkaz:
http://arxiv.org/abs/2405.19551
Autor:
Rowan, Anthea (AUTHOR)
Publikováno v:
New Scientist. 9/14/2024, Vol. 263 Issue 3508, p32-36. 5p. 2 Color Photographs, 1 Diagram, 1 Cartoon or Caricature.
Autor:
Wolf, Arne, Monod, Anthea
We propose a model for network community detection using topological data analysis, a branch of modern data science that leverages theory from algebraic topology to statistical analysis and machine learning. Specifically, we use cellular sheaves, whi
Externí odkaz:
http://arxiv.org/abs/2310.05767
Autor:
Andrew J. Goldsack, Melvin B. Marzan, Daniel L. Rolnik, Anthea C. Lindquist, Joanne M. Said, Kirsten R. Palmer, Penelope M. Sheehan, Stephanie Potenza, Natasha Pritchard, Clare L. Whitehead, Jolyon Ford, Ben W. Mol, Susan P. Walker, Lisa Hui
Publikováno v:
BMC Pregnancy and Childbirth, Vol 24, Iss 1, Pp 1-10 (2024)
Abstract Objective To compare specific perinatal outcomes in nulliparas with a singleton infant in cephalic presentation at term, with and without exposure to the COVID-19 pandemic during pregnancy. We hypothesised that the pandemic conditions in Mel
Externí odkaz:
https://doaj.org/article/90be6f5303ca4e9a87b84f320526f1d5
Autor:
Jenna Smith-Turchyn, Susanne Sinclair, Erin K. O’Loughlin, Anthea Innes, Madison F. Vani, Marla Beauchamp, Stuart M. Phillips, Julie Richardson, Lehana Thabane, Catherine M. Sabiston
Publikováno v:
BMC Geriatrics, Vol 24, Iss 1, Pp 1-14 (2024)
Abstract Background Regular exercise can mitigate side effects of cancer treatment. However, only a small proportion of adults with cancer meet exercise guidelines, and older adults (> 65 years) are underrepresented in cancer rehabilitation research.
Externí odkaz:
https://doaj.org/article/42828084fcd6419fa8eb03643bbe0fc3
Autor:
Wang, Qiquan, García-Redondo, Inés, Faugère, Pierre, Henselman-Petrusek, Gregory, Monod, Anthea
Publikováno v:
Computer Graphics forum, Volume 43 (2024), Number 5
Persistent homology barcodes and diagrams are a cornerstone of topological data analysis that capture the "shape" of a wide range of complex data structures, such as point clouds, networks, and functions. However, their use in statistical settings is
Externí odkaz:
http://arxiv.org/abs/2307.02904