Works by Greiner, Russell

Results: 75

Early identification of children with Attention-Deficit/Hyperactivity Disorder (ADHD).

Published in:

PLoS Digital Health, 2024, v. 3, n. 11, p. 1, doi. 10.1371/journal.pdig.0000620

By:

Liu, Yang S.;
Talarico, Fernanda;
Metes, Dan;
Song, Yipeng;
Wang, Mengzhe;
Kiyang, Lawrence;
Wearmouth, Dori;
Vik, Shelly;
Wei, Yifeng;
Zhang, Yanbo;
Hayward, Jake;
Ahmed, Ghalib;
Gaskin, Ashley;
Greiner, Russell;
Greenshaw, Andrew;
Alexander, Alex;
Janus, Magdalena;
Cao, Bo

Publication type:

Article

Detecting duplicate bug reports with software engineering domain knowledge.

Published in:

Journal of Software: Evolution & Process, 2017, v. 29, n. 3, p. n/a, doi. 10.1002/smr.1821

By:

Aggarwal, Karan;
Timbers, Finbarr;
Rutgers, Tanner;
Hindle, Abram;
Stroulia, Eleni;
Greiner, Russell

Publication type:

Article

The challenge of predicting blood glucose concentration changes in patients with type I diabetes.

Published in:

Health Informatics Journal, 2021, v. 27, n. 1, p. 1, doi. 10.1177/1460458220977584

By:

Borle, Neil C;
Ryan, Edmond A;
Greiner, Russell

Publication type:

Article

Classical and Logic-Based Dynamic Observers for Finite Automata.

Published in:

IMA Journal of Mathematical Control & Information, 1991, v. 8, n. 1, p. 45

By:

CAINES, PETER E.;
GREINER, RUSSELL;
WANG, SUNING

Publication type:

Article

Neurocognitive Graphs of First-Episode Schizophrenia and Major Depression Based on Cognitive Features.

Published in:

Neuroscience Bulletin, 2018, v. 34, n. 2, p. 312, doi. 10.1007/s12264-017-0190-6

By:

Liang, Sugai;
Vega, Roberto;
Kong, Xiangzhen;
Deng, Wei;
Wang, Qiang;
Ma, Xiaohong;
Li, Mingli;
Hu, Xun;
Greenshaw, Andrew J.;
Greiner, Russell;
Li, Tao

Publication type:

Article

ClassyFire: automated chemical classification with a comprehensive, computable taxonomy.

Published in:

Journal of Cheminformatics, 2016, v. 8, n. 1, p. 1, doi. 10.1186/s13321-016-0174-y

By:

Djoumbou Feunang, Yannick;
Eisner, Roman;
Knox, Craig;
Chepelev, Leonid;
Hastings, Janna;
Owen, Gareth;
Fahy, Eoin;
Steinbeck, Christoph;
Subramanian, Shankar;
Bolton, Evan;
Greiner, Russell;
Wishart, David

Publication type:

Article

Personalized breast cancer onset prediction from lifestyle and health history information.

Published in:

PLoS ONE, 2022, v. 17, n. 12, p. 1, doi. 10.1371/journal.pone.0279174

By:

Qi, Shi-ang;
Kumar, Neeraj;
Xu, Jian-Yi;
Patel, Jaykumar;
Damaraju, Sambasivarao;
Shen-Tu, Grace;
Greiner, Russell

Publication type:

Article

Analyzing biomarker discovery: Estimating the reproducibility of biomarker sets.

Published in:

PLoS ONE, 2022, v. 17, n. 7, p. 1, doi. 10.1371/journal.pone.0252697

By:

Forouzandeh, Amir;
Rutar, Alex;
Kalmady, Sunil V.;
Greiner, Russell

Publication type:

Article

Myxobolus cerebralis establishment and spread: a graphical synthesis.

Published in:

Canadian Journal of Fisheries & Aquatic Sciences, 2022, v. 79, n. 4, p. 677, doi. 10.1139/cjfas-2020-0352

By:

Ramazi, Pouria;
Fischer, Samuel M.;
Alexander, Julie;
James, Clayton T.;
Paul, Andrew J.;
Greiner, Russell;
Lewis, Mark A.

Publication type:

Article

Mental Health Outreach via Supportive Text Messages during the COVID-19 Pandemic: Improved Mental Health and Reduced Suicidal Ideation after Six Weeks in Subscribers of Text4Hope Compared to a Control Population.

Published in:

International Journal of Environmental Research & Public Health, 2021, v. 18, n. 4, p. 2157, doi. 10.3390/ijerph18042157

By:

Agyapong, Vincent I. O.;
Shalaby, Reham;
Hrabok, Marianne;
Vuong, Wesley;
Noble, Jasmine M.;
Gusnowski, April;
Mrklas, Kelly;
Li, Daniel;
Snaterse, Mark;
Surood, Shireen;
Cao, Bo;
Li, Xin-Min;
Greiner, Russell;
Greenshaw, Andrew J.;
Lee, Chang Won

Publication type:

Article

The Path-A metabolic pathway prediction web server.

Published in:

Nucleic Acids Research, 2006, v. 34, n. 11, p. w714, doi. 10.1093/nar/gkl228

By:

Pireddu, Luca;
Szafron, Duane;
Lu, Paul;
Greiner, Russell

Publication type:

Article

PA-GOSUB: a searchable database of model organism protein sequences with their predicted Gene Ontology molecular function and subcellular localization.

Published in:

Nucleic Acids Research, 2005, v. 33, n. suppl 1, p. d147

By:

Lu, Paul;
Szafron, Duane;
Greiner, Russell;
Wishart, David S.;
Fyshe, Alona;
Pearcy, Brandon;
Poulin, Brett;
Eisner, Roman;
Ngo, Danny;
Lamb, Nicholas

Publication type:

Article

Proteome Analyst: custom predictions with explanations in a web-based tool for high-throughput proteome annotations.

Published in:

Nucleic Acids Research, 2004, v. 32, n. suppl 2, p. w365, doi. 10.1093/nar/gkh485

By:

Szafron, Duane;
Lu, Paul;
Greiner, Russell;
Wishart, David S.;
Poulin, Brett;
Eisner, Roman;
Lu, Zhiyong;
Anvik, John;
Macdonell, Cam;
Fyshe, Alona;
Meeuwis, David

Publication type:

Article

Comparing machine learning classifier models in discriminating cognitively unimpaired older adults from three clinical cohorts in the Alzheimer's disease spectrum: demonstration analyses in the COMPASS-ND study.

Published in:

Frontiers in Aging Neuroscience, 2025, p. 1, doi. 10.3389/fnagi.2025.1542514

By:

Fah, Harrison;
Bohn, Linzy;
Greiner, Russell;
Dixon, Roger A.

Publication type:

Article

Gene expression based survival prediction for cancer patients—A topic modeling approach.

Published in:

PLoS ONE, 2019, v. 14, n. 11, p. 1, doi. 10.1371/journal.pone.0224446

By:

Kumar, Luke;
Greiner, Russell

Publication type:

Article

Early detection of disease outbreaks and non-outbreaks using incidence data: A framework using feature-based time series classification and machine learning.

Published in:

PLoS Computational Biology, 2025, v. 21, n. 2, p. 1, doi. 10.1371/journal.pcbi.1012782

By:

Gao, Shan;
Chakraborty, Amit K;
Greiner, Russell;
Lewis, Mark A;
Wang, Hao

Publication type:

Article

An E-Mental Health Solution to Prevent and Manage Posttraumatic Stress Injuries Among First Responders in Alberta: Protocol for the Implementation and Evaluation of Text Messaging Services (Text4PTSI and Text4Wellbeing).

Published in:

JMIR Research Protocols, 2022, v. 11, n. 4, p. 1, doi. 10.2196/30680

By:

Obuobi-Donkor, Gloria;
Eboreime, Ejemai;
Bond, Jennifer;
Phung, Natalie;
Eyben, Scarlett;
Hayward, Jake;
Yanbo Zhang;
MacMaster, Frank;
Clelland, Steven;
Greiner, Russell;
Jones, Chelsea;
Bo Cao;
Brémault-Phillips, Suzette;
Wells, Kristopher;
Xin-Min Li;
Hilario, Carla;
Greenshaw, Andrew J.;
Opoku Agyapong, Vincent Israel

Publication type:

Article

Superior temporal gyrus functional connectivity predicts transcranial direct current stimulation response in Schizophrenia: A machine learning study.

Published in:

Frontiers in Psychiatry, 2022, v. 13, p. 1, doi. 10.3389/fpsyt.2022.923938

By:

Paul, Animesh Kumar;
Bose, Anushree;
Kalmady, Sunil Vasu;
Shivakumar, Venkataram;
Sreeraj, Vanteemar S.;
Parlikar, Rujuta;
Narayanaswamy, Janardhanan C.;
Dursun, Serdar M.;
Greenshaw, Andrew J.;
Greiner, Russell;
Venkatasubramanian, Ganesan

Publication type:

Article

Detecting Presence of PTSD Using Sentiment Analysis From Text Data.

Published in:

Frontiers in Psychiatry, 2022, v. 13, p. 1, doi. 10.3389/fpsyt.2021.811392

By:

Sawalha, Jeff;
Yousefnezhad, Muhammad;
Shah, Zehra;
Brown, Matthew R. G.;
Greenshaw, Andrew J.;
Greiner, Russell

Publication type:

Article

Differentially expressed alternatively spliced genes in skeletal muscle from cancer patients with cachexia.

Published in:

Journal of Cachexia, Sarcopenia & Muscle, 2018, v. 9, n. 1, p. 60, doi. 10.1002/jcsm.12235

By:

Narasimhan, Ashok;
Greiner, Russell;
Bathe, Oliver F.;
Baracos, Vickie;
Damaraju, Sambasivarao

Publication type:

Article

Small RNAome profiling from human skeletal muscle: novel miRNAs and their targets associated with cancer cachexia.

Published in:

Journal of Cachexia, Sarcopenia & Muscle, 2017, v. 8, n. 3, p. 405, doi. 10.1002/jcsm.12168

By:

Narasimhan, Ashok;
Ghosh, Sunita;
Stretch, Cynthia;
Greiner, Russell;
Bathe, Oliver F.;
Baracos, Vickie;
Damaraju, Sambasivarao

Publication type:

Article

EXPLOITING SYNTACTIC, SEMANTIC, AND LEXICAL REGULARITIES IN LANGUAGE MODELING VIA DIRECTED MARKOV RANDOM FIELDS.

Published in:

Computational Intelligence, 2013, v. 29, n. 4, p. 649, doi. 10.1111/j.1467-8640.2012.00436.x

By:

Wang, Shaojun;
Wang, Shaomin;
Cheng, Li;
Greiner, Russell;
Schuurmans, Dale

Publication type:

Article

Using Functional or Structural Magnetic Resonance Images and Personal Characteristic Data to Identify ADHD and Autism.

Published in:

PLoS ONE, 2016, v. 11, n. 12, p. 1, doi. 10.1371/journal.pone.0166934

By:

Ghiassian, Sina;
Greiner, Russell;
Jin, Ping;
Brown, Matthew R. G.

Publication type:

Article

Individualized Prospective Prediction of Opioid Use Disorder.

Published in:

Canadian Journal of Psychiatry, 2023, v. 68, n. 1, p. 54, doi. 10.1177/07067437221114094

By:

Liu, Yang S.;
Kiyang, Lawrence;
Hayward, Jake;
Zhang, Yanbo;
Metes, Dan;
Wang, Mengzhe;
Svenson, Lawrence W.;
Talarico, Fernanda;
Chue, Pierre;
Li, Xin-Min;
Greiner, Russell;
Greenshaw, Andrew J.;
Cao, Bo

Publication type:

Article

Using Machine Learning to Predict Remission in Patients With Major Depressive Disorder Treated With Desvenlafaxine.

Published in:

Canadian Journal of Psychiatry, 2022, v. 67, n. 1, p. 39, doi. 10.1177/07067437211037141

By:

Benoit, James R.A.;
Dursun, Serdar M.;
Greiner, Russell;
Cao, Bo;
Brown, Matthew R.G.;
Lam, Raymond W.;
Greenshaw, Andrew J.

Publication type:

Article

SIMLR: Machine Learning inside the SIR Model for COVID-19 Forecasting.

Published in:

Forecasting, 2022, v. 4, n. 1, p. 72, doi. 10.3390/forecast4010005

By:

Vega, Roberto;
Flores, Leonardo;
Greiner, Russell

Publication type:

Article

CAPTURE ALS: the comprehensive analysis platform to understand, remedy and eliminate ALS.

Published in:

Amyotrophic Lateral Sclerosis & Frontotemporal Degeneration, 2023, v. 24, n. 1/2, p. 33, doi. 10.1080/21678421.2022.2041668

By:

Picher-Martel, Vincent;
Magnussen, Claire;
Blais, Mathieu;
Bubela, Tania;
Das, Samir;
Dionne, Annie;
Evans, Alan C.;
Genge, Angela;
Greiner, Russell;
Iturria-Medina, Yasser;
Johnston, Wendy;
Jones, Kelvin;
Kaneb, Hannah;
Karamchandani, Jason;
Moradipoor, Sara;
Robertson, Janice;
Rogaeva, Ekaterina;
Taylor, David M.;
Vande Velde, Christine;
Yunusova, Yana

Publication type:

Article

A general prediction model for the detection of ADHD and Autism using structural and functional MRI.

Published in:

PLoS ONE, 2018, v. 13, n. 4, p. 1, doi. 10.1371/journal.pone.0194856

By:

Sen, Bhaskar;
Borle, Neil C.;
Greiner, Russell;
Brown, Matthew R. G.

Publication type:

Article

A novel learning algorithm to predict individual survival after liver transplantation for primary sclerosing cholangitis.

Published in:

PLoS ONE, 2018, v. 13, n. 3, p. 1, doi. 10.1371/journal.pone.0193523

By:

Andres, Axel;
Montano-Loza, Aldo;
Greiner, Russell;
Uhlich, Max;
Jin, Ping;
Hoehn, Bret;
Bigam, David;
Shapiro, James Andrew Mark;
Kneteman, Norman Mark

Publication type:

Article

Kernel Principal Component Analysis for dimensionality reduction in fMRI-based diagnosis of ADHD.

Published in:

Frontiers in Systems Neuroscience, 2012, v. 6, p. 1, doi. 10.3389/fnsys.2012.00074

By:

Sidhu, Gagan S.;
Asgarian, Nasimeh;
Greiner, Russell;
Brown, Matthew R. G.

Publication type:

Article

ADHD-200 Global Competition: diagnosing ADHD using personal characteristic data can out perform resting state fMRI measurements.

Published in:

Frontiers in Systems Neuroscience, 2012, v. 6, p. 1, doi. 10.3389/fnsys.2012.00069

By:

Brown, Matthew R. G.;
Sidhu, Gagan S.;
Greiner, Russell;
Asgarian, Nasimeh;
Bastani, Meysam;
Silverstone, Peter H.;
Greenshaw, Andrew J.;
Dursun, Serdar M.

Publication type:

Article

Kernel Principal Component Analysis for dimensionality reduction in fMRI-based diagnosis of ADHD.

Published in:

Frontiers in Systems Neuroscience, 2012, v. 6, p. 1, doi. 10.3389/fnsys.2012.00074

By:

Sidhu, Gagan S.;
Asgarian, Nasimeh;
Greiner, Russell;
Brown, Matthew R. G.

Publication type:

Article

Learning to predict cancer-associated skeletal muscle wasting from H-NMR profiles of urinary metabolites.

Published in:

Metabolomics, 2011, v. 7, n. 1, p. 25, doi. 10.1007/s11306-010-0232-9

By:

Eisner, Roman;
Stretch, Cynthia;
Eastman, Thomas;
Jianguo Xia;
Hau, David;
Damaraju, Sambasivarao;
Greiner, Russell;
Wishart, David;
Baracos, Vickie

Publication type:

Article

Problèmes associés au déploiement des modèles fondés sur l'apprentissage machine en santé.

Published in:

Canadian Medical Association Journal (CMAJ), 2021, v. 193, n. 44, p. E1716, doi. 10.1503/cmaj.202066-f

By:

Cohen, Joseph Paul;
Cao, Tianshi;
Viviano, Joseph D.;
Huang, Chin-Wei;
Fralick, Michael;
Ghassemi, Marzyeh;
Mamdani, Muhammad;
Greiner, Russell;
Bengio, Yoshua

Publication type:

Article

Mise en œuvre de l'apprentissage machine en santé.

Published in:

Canadian Medical Association Journal (CMAJ), 2021, v. 193, n. 44, p. E1708, doi. 10.1503/cmaj.202434-f

By:

Verma, Amol A.;
Murray, Joshua;
Greiner, Russell;
Cohen, Joseph Paul;
Shojania, Kaveh G.;
Ghassemi, Marzyeh;
Straus, Sharon E.;
Pou-Prom, Chloé;
Mamdani, Muhammad

Publication type:

Article

Problems in the deployment of machine-learned models in health care.

Published in:

2021

By:

Cohen, Joseph Paul;
Cao, Tianshi;
Viviano, Joseph D.;
Huang, Chin-Wei;
Fralick, Michael;
Ghassemi, Marzyeh;
Mamdani, Muhammad;
Greiner, Russell;
Bengio, Yoshua

Publication type:

journal article

Implementing machine learning in medicine.

Published in:

2021

By:

Verma, Amol A.;
Murray, Joshua;
Greiner, Russell;
Cohen, Joseph Paul;
Shojania, Kaveh G.;
Ghassemi, Marzyeh;
Straus, Sharon E.;
Pou-Prom, Chloe;
Mamdani, Muhammad

Publication type:

journal article

Predicting homologous signaling pathways using machine learning.

Published in:

Bioinformatics, 2009, v. 25, n. 22, p. 2913, doi. 10.1093/bioinformatics/btp532

By:

Bostan, Babak;
Greiner, Russell;
Szafron, Duane;
Lu, Paul

Publication type:

Article

Exploiting the full potential of Bayesian networks in predictive ecology.

Published in:

Methods in Ecology & Evolution, 2021, v. 12, n. 1, p. 135, doi. 10.1111/2041-210X.13509

By:

Ramazi, Pouria;
Kunegel‐Lion, Mélodie;
Greiner, Russell;
Lewis, Mark A.;
Ellison, Aaron

Publication type:

Article

Consistency and Generalization Bounds for Maximum Entropy Density Estimation.

Published in:

Entropy, 2013, v. 15, n. 12, p. 5439, doi. 10.3390/e15125439

By:

Shaojun Wang;
Greiner, Russell;
Shaomin Wang

Publication type:

Article

Text4Hope: Receiving Daily Supportive Text Messages for 3 Months During the COVID-19 Pandemic Reduces Stress, Anxiety, and Depression.

Published in:

Disaster Medicine & Public Health Preparedness, 2022, v. 16, n. 4, p. 1326, doi. 10.1017/dmp.2021.27

By:

Agyapong, Vincent I.O.;
Hrabok, Marianne;
Shalaby, Reham;
Vuong, Wesley;
Noble, Jasmine M.;
Gusnowski, April;
Mrklas, Kelly;
Li, Daniel;
Urichuck, Liana;
Snaterse, Mark;
Surood, Shireen;
Cao, Bo;
Li, Xin-Min;
Greiner, Russell;
Greenshaw, Andrew J.

Publication type:

Article

Editorial: Multi-site neuroimage analysis: Domain adaptation and batch effects.

Published in:

Frontiers in Neuroinformatics, 2022, v. 16, p. 1, doi. 10.3389/fninf.2022.994463

By:

Yousefnezhad, Muhammad;
Daoqiang Zhang;
Greenshaw, Andrew J.;
Greiner, Russell

Publication type:

Article

Multi-Source Domain Adaptation Techniques for Mitigating Batch Effects: A Comparative Study.

Published in:

Frontiers in Neuroinformatics, 2022, v. 16, p. 1, doi. 10.3389/fninf.2022.805117

By:

Panda, Rohan;
Kalmady, Sunil Vasu;
Greiner, Russell

Publication type:

Article

Determination of the optimal tubulin isotype target as a method for the development of individualized cancer chemotherapy.

Published in:

Theoretical Biology & Medical Modelling, 2013, v. 10, n. 1, p. 1, doi. 10.1186/1742-4682-10-29

By:

Ravanbakhsh, Siamak;
Gajewski, Melissa;
Greiner, Russell;
Tuszynski, Jack A.

Publication type:

Article

Survival models and longitudinal medical events for hospital readmission forecasting.

Published in:

BMC Health Services Research, 2024, v. 24, n. 1, p. 1, doi. 10.1186/s12913-024-11771-w

By:

Davis, Sacha;
Greiner, Russell

Publication type:

Article

Breast cancer prediction using genome wide single nucleotide polymorphism data.

Published in:

BMC Bioinformatics, 2013, v. 14, n. Suppl 13, p. 1, doi. 10.1186/1471-2105-14-S13-S3

By:

Hajiloo, Mohsen;
Damavandi, Babak;
HooshSadat, Metanat;
Sangi, Farzad;
Mackey, John R.;
Cass, Carol E.;
Greiner, Russell;
Damaraju, Sambasivarao

Publication type:

Article

ETHNOPRED: a novel machine learning method for accurate continental and sub-continental ancestry identification and population stratification correction.

Published in:

BMC Bioinformatics, 2013, v. 14, n. 1, p. 1, doi. 10.1186/1471-2105-14-61

By:

Hajiloo, Mohsen;
Sapkota, Yadav;
Mackey, John R;
Robson, Paula;
Greiner, Russell;
Damaraju, Sambasivarao

Publication type:

Article

Structural Extension to Logistic Regression: Discriminative Parameter Learning of Belief Net Classifiers.

Published in:

Machine Learning, 2005, v. 59, n. 3, p. 297, doi. 10.1007/s10994-005-0469-0

By:

Russell Greiner;
Xiaoyuan Su;
Bin Shen;
Wei Zhou

Publication type:

Article

Potential novel candidate polymorphisms identified in genome-wide association study for breast cancer susceptibility.

Published in:

Human Genetics, 2011, v. 130, n. 4, p. 529, doi. 10.1007/s00439-011-0973-1

By:

Sehrawat, Badan;
Sridharan, Malinee;
Ghosh, Sunita;
Robson, Paula;
Cass, Carol;
Mackey, John;
Greiner, Russell;
Damaraju, Sambasivarao

Publication type:

Article

Accurate personalized survival prediction for amyotrophic lateral sclerosis patients.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-47935-7

By:

Kuan, Li-Hao;
Parnianpour, Pedram;
Kushol, Rafsanjany;
Kumar, Neeraj;
Anand, Tanushka;
Kalra, Sanjay;
Greiner, Russell

Publication type:

Article