Zobrazeno 1 - 10
of 234
pro vyhledávání: '"Russell Greiner"'
Autor:
Yang S. Liu, Lawrence Kiyang, Jake Hayward, Yanbo Zhang, Dan Metes, Mengzhe Wang, Lawrence W. Svenson, Fernanda Talarico, Pierre Chue, Xin-Min Li, Russell Greiner, Andrew J. Greenshaw, Bo Cao
Publikováno v:
The Canadian Journal of Psychiatry. 68:54-63
Objective Opioid use disorder (OUD) is a chronic relapsing disorder with a problematic pattern of opioid use, affecting nearly 27 million people worldwide. Machine learning (ML)-based prediction of OUD may lead to early detection and intervention. Ho
Autor:
Sunil Vasu Kalmady, Animesh Kumar Paul, Janardhanan C. Narayanaswamy, Rimjhim Agrawal, Venkataram Shivakumar, Andrew J. Greenshaw, Serdar M. Dursun, Russell Greiner, Ganesan Venkatasubramanian, Y.C. Janardhan Reddy
Publikováno v:
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. 7:735-746
Machine learning applications using neuroimaging provide a multidimensional, data-driven approach that captures the level of complexity necessary for objectively aiding diagnosis and prognosis in psychiatry. However, models learned from small trainin
Autor:
Fei Wang, Dana Allen, Siyang Tian, Eponine Oler, Vasuk Gautam, Russell Greiner, Thomas O Metz, David S Wishart
Publikováno v:
Nucleic Acids Research. 50:W165-W174
The CFM-ID 4.0 web server (https://cfmid.wishartlab.com) is an online tool for predicting, annotating and interpreting tandem mass (MS/MS) spectra of small molecules. It is specifically designed to assist researchers pursuing studies in metabolomics,
Autor:
Russell Greiner, Andrew J. Paul, Samuel M. Fischer, Pouria Ramazi, Mark A. Lewis, Julie D. Alexander, Clayton T. James
Publikováno v:
Canadian Journal of Fisheries and Aquatic Sciences. 79:677-691
Myxobolus cerebralis is the parasite causing whirling disease, which has dramatic ecological impacts due to its potential to cause high mortality in salmonids. The large-scale efforts, necessary to underpin an effective surveillance program, have pra
Autor:
Weijie Sun, Sunil Vasu Kalmady, Nariman Sepehrvand, Amir Salimi, Yousef Nademi, Kevin Bainey, Justin A. Ezekowitz, Russell Greiner, Abram Hindle, Finlay A. McAlister, Roopinder K. Sandhu, Padma Kaul
Publikováno v:
npj Digital Medicine. 6
The feasibility and value of linking electrocardiogram (ECG) data to longitudinal population-level administrative health data to facilitate the development of a learning healthcare system has not been fully explored. We developed ECG-based machine le
Autor:
David S. Wishart, Fei Wang, Michael A. Skinnider, Leonard J. Foster, Petur Weihe Dalsgaard, Russell Greiner, Daniel Pasin
Publikováno v:
Skinnider, M A, Wang, F, Pasin, D, Greiner, R, Foster, L J, Dalsgaard, P W & Wishart, D S 2021, ' A deep generative model enables automated structure elucidation of novel psychoactive substances ', Nature Machine Intelligence, vol. 3, no. 11, pp. 973-984 . https://doi.org/10.1038/s42256-021-00407-x
Over the past decade, the illicit drug market has been reshaped by the proliferation of clandestinely produced designer drugs. These agents, referred to as new psychoactive substances (NPSs), are designed to mimic the physiological actions of better-
Autor:
Kaveh G. Shojania, Sharon E. Straus, Marzyeh Ghassemi, Russell Greiner, Joshua Murray, Joseph Paul Cohen, Muhammad Mamdani, Amol A. Verma, Chloe Pou-Prom
Publikováno v:
CMAJ : Canadian Medical Association Journal
Points cles L’apprentissage machine — le developpement de systemes qui, a partir de donnees, apprennent a reconnaitre des tendances et a faire des predictions justes d’evenements a venir[1][1] — a un fort potentiel pour transformer le domaine
Autor:
Joseph D. Viviano, Joseph Paul Cohen, Tianshi Cao, Chin-Wei Huang, Michael Fralick, Marzyeh Ghassemi, Muhammad Mamdani, Yoshua Bengio, Russell Greiner
Publikováno v:
CMAJ : Canadian Medical Association Journal
Points cles Dans un article connexe, Verma et ses collegues s’interessent a la maniere dont des solutions fondees sur l’apprentissage machine peuvent etre elaborees et mises en place pour appuyer la prise de decision medicale[1][1]. Les systemes
Publikováno v:
Ecology and Evolution, Vol 11, Iss 19, Pp 13014-13028 (2021)
Ecology and Evolution
Ecology and Evolution
Planning forest management relies on predicting insect outbreaks such as mountain pine beetle, particularly in the intermediate‐term future, e.g., 5‐year. Machine‐learning algorithms are potential solutions to this challenging problem due to th
Autor:
Russell Greiner, Vivian Triana, Ratmir Derda, Alex Brown, Sunil V. Kalmady, Sharyar Memon, Kejia Yan, Kwami Aku-Dominguez
Publikováno v:
Chemical Science
The Wittig reaction can be used for late stage functionalization of proteins and peptides to ligate glycans, pharmacophores, and many other functionalities. In this manuscript, we modified 160 000 N-terminal glyoxaldehyde peptides displayed on phage