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Beyond multidrug resistance: Leveraging rare variants with machine and statistical learning models in Mycobacterium tuberculosis resistance predictionResearch in context

Autor: Michael L. Chen, Akshith Doddi, Jimmy Royer, Luca Freschi, Marco Schito, Matthew Ezewudo, Isaac S. Kohane, Andrew Beam, Maha Farhat

Publikováno v: EBioMedicine, Vol 43, Iss , Pp 356-369 (2019)

Background: The diagnosis of multidrug resistant and extensively drug resistant tuberculosis is a global health priority. Whole genome sequencing of clinical Mycobacterium tuberculosis isolates promises to circumvent the long wait times and limited s

Externí odkaz: https://doaj.org/article/f77b3956a01646a48185a63482e0b23e

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The Effect of Quebec’s CEGEPs on Total Years of Schooling

Autor: Pierre Fortin, Natalia Mishagina, Jimmy Royer

Publikováno v: Canadian Public Policy. 48:386-402

We describe the CEGEP ( collèges d’enseignement général et professionnel) innovation of the late 1960s in Quebec and study its early effect on total years of schooling in the province, with Ontario as control. We first compare the broad trends i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::56111f72149b38fc04628c8e9e7cb8dd
https://doi.org/10.3138/cpp.2020-098

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L’effet des cégeps du Québec sur le nombre total d’années de scolarité

Autor: Pierre Fortin, Natalia Mishagina, Jimmy Royer

Publikováno v: Canadian Public Policy. 48:403-421

Nous décrivons la réforme collégiale des années 1960 au Québec et nous étudions l’effet initial de la création des cégeps sur la scolarisation des jeunes Québécois en la comparant à celle des jeunes Ontariens. Nous suivons les grandes te

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e869c801d95167c3d857a343b71401c5
https://doi.org/10.3138/cpp.2020-098-fr

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Predicting Clinical Remission of Chronic Urticaria Using Random Survival Forests: Machine Learning Applied to Real-World Data

Autor: Irina Pivneva, Maria-Magdalena Balp, Yvonne Geissbühler, Thomas Severin, Serge Smeets, James Signorovitch, Jimmy Royer, Yawen Liang, Tom Cornwall, Jutong Pan, Andrii Danyliv, Sarah Jane McKenna, Alexander M. Marsland, Weily Soong

Publikováno v: Dermatology and therapy. 12(12)

The time required to reach clinical remission varies in patients with chronic urticaria (CU). The objective of this study is to develop a predictive model using a machine learning methodology to predict time to clinical remission for patients with CU

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7387f85721d6b0fe2dde5c21da1d23f4
https://pubmed.ncbi.nlm.nih.gov/36301485

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Energy management issues

Autor: Jimmy Royer, Raye Thomas

Publikováno v: Photovoltaics in Cold Climates ISBN: 9781315073767
Photovoltaics in Cold Climates

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::7db5a8ba5240a22b1f624c60dc91ba18
https://doi.org/10.4324/9781315073767-7

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Beyond multidrug resistance: Leveraging rare variants with machine and statistical learning models in Mycobacterium tuberculosis resistance prediction

Autor: Isaac S. Kohane, Matthew Ezewudo, Andrew L. Beam, Michael L. Chen, Marco Schito, Luca Freschi, Akshith Doddi, Maha R. Farhat, Jimmy Royer

Background The diagnosis of multidrug resistant and extensively drug resistant tuberculosis is a global health priority. Whole genome sequencing of clinical Mycobacterium tuberculosis isolates promises to circumvent the long wait times and limited sc

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8e8414a7fe9fc1e8a478f3be0328eb26
https://europepmc.org/articles/PMC6557804/

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