Zobrazeno 1 - 10
of 76
pro vyhledávání: '"Guy, Wolf"'
Autor:
Yue Qi, Pedro Vianna, Alexandre Cadrin-Chênevert, Katleen Blanchet, Emmanuel Montagnon, Eugene Belilovsky, Guy Wolf, Louis-Antoine Mullie, Guy Cloutier, Michaël Chassé, An Tang
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)
Abstract We aimed to implement four data partitioning strategies evaluated with four federated learning (FL) algorithms and investigate the impact of data distribution on FL model performance in detecting steatosis using B-mode US images. A private d
Externí odkaz:
https://doaj.org/article/22e256b2f8f04da4a8ee480139814455
Autor:
Elsa Brunet-Ratnasingham, Sacha Morin, Haley E. Randolph, Marjorie Labrecque, Justin Bélair, Raphaël Lima-Barbosa, Amélie Pagliuzza, Lorie Marchitto, Michael Hultström, Julia Niessl, Rose Cloutier, Alina M. Sreng Flores, Nathalie Brassard, Mehdi Benlarbi, Jérémie Prévost, Shilei Ding, Sai Priya Anand, Gérémy Sannier, Amanda Marks, Dick Wågsäter, Eric Bareke, Hugo Zeberg, Miklos Lipcsey, Robert Frithiof, Anders Larsson, Sirui Zhou, Tomoko Nakanishi, David Morrison, Dani Vezina, Catherine Bourassa, Gabrielle Gendron-Lepage, Halima Medjahed, Floriane Point, Jonathan Richard, Catherine Larochelle, Alexandre Prat, Janet L. Cunningham, Nathalie Arbour, Madeleine Durand, J. Brent Richards, Kevin Moon, Nicolas Chomont, Andrés Finzi, Martine Tétreault, Luis Barreiro, Guy Wolf, Daniel E. Kaufmann
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-19 (2024)
Abstract Plasma RNAemia, delayed antibody responses and inflammation predict COVID-19 outcomes, but the mechanisms underlying these immunovirological patterns are poorly understood. We profile 782 longitudinal plasma samples from 318 hospitalized pat
Externí odkaz:
https://doaj.org/article/59f2aa4758444b718331711ce163fcf7
Autor:
Liam Hodgson, Yue Li, Yasser Iturria-Medina, Jo Anne Stratton, Guy Wolf, Smita Krishnaswamy, David A. Bennett, Danilo Bzdok
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-19 (2024)
Abstract Late onset Alzheimer’s disease (AD) is a progressive neurodegenerative disease, with brain changes beginning years before symptoms surface. AD is characterized by neuronal loss, the classic feature of the disease that underlies brain atrop
Externí odkaz:
https://doaj.org/article/7d8c85b5304d4fe2a88eedbabca21c21
Autor:
Manik Kuchroo, Marcello DiStasio, Eric Song, Eda Calapkulu, Le Zhang, Maryam Ige, Amar H. Sheth, Abdelilah Majdoubi, Madhvi Menon, Alexander Tong, Abhinav Godavarthi, Yu Xing, Scott Gigante, Holly Steach, Jessie Huang, Guillaume Huguet, Janhavi Narain, Kisung You, George Mourgkos, Rahul M. Dhodapkar, Matthew J. Hirn, Bastian Rieck, Guy Wolf, Smita Krishnaswamy, Brian P. Hafler
Publikováno v:
Nature Communications, Vol 14, Iss 1, Pp 1-22 (2023)
Abstract Due to commonalities in pathophysiology, age-related macular degeneration (AMD) represents a uniquely accessible model to investigate therapies for neurodegenerative diseases, leading us to examine whether pathways of disease progression are
Externí odkaz:
https://doaj.org/article/7d518075ed264723a3afcab7d1e39ef3
Autor:
Fatima Mostefai, Isabel Gamache, Arnaud N'Guessan, Justin Pelletier, Jessie Huang, Carmen Lia Murall, Ahmad Pesaranghader, Vanda Gaonac'h-Lovejoy, David J. Hamelin, Raphaël Poujol, Jean-Christophe Grenier, Martin Smith, Etienne Caron, Morgan Craig, Guy Wolf, Smita Krishnaswamy, B. Jesse Shapiro, Julie G. Hussin
Publikováno v:
Frontiers in Medicine, Vol 9 (2022)
The genome of the Severe Acute Respiratory Syndrome coronavirus 2 (SARS-CoV-2), the pathogen that causes coronavirus disease 2019 (COVID-19), has been sequenced at an unprecedented scale leading to a tremendous amount of viral genome sequencing data.
Externí odkaz:
https://doaj.org/article/15d0f0d674344af6963c8d1f5b18412c
Publikováno v:
IEEE Transactions on Pattern Analysis and Machine Intelligence. 45:7381-7394
A fundamental task in data exploration is to extract low dimensional representations that capture intrinsic geometry in data, especially for faithfully visualizing data in two or three dimensions. Common approaches use kernel methods for manifold lea
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2779f0fd45f98c9469ce9e0ded2eca17
https://doi.org/10.1109/tpami.2022.3222104
https://doi.org/10.1109/tpami.2022.3222104
Autor:
Erica L. Busch, Jessie Huang, Andrew Benz, Tom Wallenstein, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy, Nicholas B. Turk-Browne
Publikováno v:
Nature Computational Science. 3:240-253
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::173e0aa7ff6611015c60f3d32752d02d
https://doi.org/10.1038/s43588-023-00419-0
https://doi.org/10.1038/s43588-023-00419-0
Autor:
Bastien Paré, Marieke Rozendaal, Sacha Morin, Léa Kaufmann, Shawn M Simpson, Raphaël Poujol, Fatima Mostefai, Jean-Christophe Grenier, Henry Xing, Miguelle Sanchez, Ariane Yechouron, Ronald Racette, Julie G Hussin, Guy Wolf, Ivan Pavlov, Martin A Smith
Publikováno v:
PLoS ONE, Vol 16, Iss 12, p e0260714 (2021)
The first confirmed case of COVID-19 in Quebec, Canada, occurred at Verdun Hospital on February 25, 2020. A month later, a localized outbreak was observed at this hospital. We performed tiled amplicon whole genome nanopore sequencing on nasopharyngea
Externí odkaz:
https://doaj.org/article/45e824bb93054c1b89c04d0a54bba5d4
Autor:
Manik, Kuchroo, Jessie, Huang, Patrick, Wong, Jean-Christophe, Grenier, Dennis, Shung, Alexander, Tong, Carolina, Lucas, Jon, Klein, Daniel B, Burkhardt, Scott, Gigante, Abhinav, Godavarthi, Bastian, Rieck, Benjamin, Israelow, Michael, Simonov, Tianyang, Mao, Ji Eun, Oh, Julio, Silva, Takehiro, Takahashi, Camila D, Odio, Arnau, Casanovas-Massana, John, Fournier, Shelli, Farhadian, Charles S, Dela Cruz, Albert I, Ko, Matthew J, Hirn, F Perry, Wilson, Julie G, Hussin, Guy, Wolf, Akiko, Iwasaki, Yvette, Strong
Publikováno v:
Nat Biotechnol
As the biomedical community produces datasets that are increasingly complex and high dimensional, there is a need for more sophisticated computational tools to extract biological insights. We present Multiscale PHATE, a method that sweeps through all
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dcbc7b5d57e7a395fabb6caf9bc63a6a
https://doi.org/10.1038/s41587-021-01186-x
https://doi.org/10.1038/s41587-021-01186-x
Publikováno v:
Integration of Constraint Programming, Artificial Intelligence, and Operations Research ISBN: 9783031332708
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8f4a833a192df4ffd8fb04c1f488393a
https://doi.org/10.1007/978-3-031-33271-5_15
https://doi.org/10.1007/978-3-031-33271-5_15
