Faculty profile
Marina Sokolova
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Read how they describe their research on their University of Ottawa profile.
Latest papers
deepSimDEF: deep neural embeddings of gene products and gene ontology terms for functional analysis of genes.
Bioinformatics (Oxford, England) · 2022
Specialists, Scientists, and Sentiments: Word2Vec and Doc2Vec in Analysis of Scientific and Medical Texts.
SN computer science · 2021 · senior author
deepBioWSD: effective deep neural word sense disambiguation of biomedical text data.
Journal of the American Medical Informatics Association : JAMIA · 2019
Latest funding
- $70,000
Learning health information from user-generated Web content
NSERC · 2011 · Principal investigator
- $328,515
Novel Techniques for Data Privacy Protection
NSERC · 2011 · Co-investigator
- $150,000
Privacy preserving methods for sharing longitudinal electronic health records
CIHR · 2009 · Co-investigator
5 publications.
deepSimDEF: deep neural embeddings of gene products and gene ontology terms for functional analysis of genes.
Pesaranghader A, Matwin S, Sokolova M, Grenier JC, Beiko RG, Hussin J
Specialists, Scientists, and Sentiments: Word2Vec and Doc2Vec in Analysis of Scientific and Medical Texts.
Chen Q, Sokolova M
deepBioWSD: effective deep neural word sense disambiguation of biomedical text data.
Pesaranghader A, Matwin S, Sokolova M, Pesaranghader A
simDEF: definition-based semantic similarity measure of gene ontology terms for functional similarity analysis of genes.
Pesaranghader A, Matwin S, Sokolova M, Beiko RG
The inadvertent disclosure of personal health information through peer-to-peer file sharing programs.
El Emam K, Neri E, Jonker E, Sokolova M, Peyton L, Neisa A, Scassa T
Learning health information from user-generated Web content
Principal investigators: Sokolova, Marina
Novel Techniques for Data Privacy Protection
Principal investigators: Matwin, Stan
Privacy preserving methods for sharing longitudinal electronic health records
Principal investigators: El Emam, Khaled; Tu, Karen
Keywords: De-Identification; Privacy; Secondary Use; Surveillance
From public funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998 with their latest competition results, the Canada Foundation for Innovation, Genome Canada, the Canadian Space Agency, Canada Research Chairs, the Fonds de recherche du Québec, Ontario research funding, Michael Smith Health Research BC, the Canadian Cancer Society, Heart & Stroke and Brain Canada.
Frequent collaborators
- Robert Beiko and Rob Beiko: 193 shared papers
- Khaled El Emam and Liam Peyton: 5 shared papers
- Stan Matwin and Khaled El Emam: 3 shared papers
- Stan Matwin and Marina Sokolova: 3 shared papers
- Robert Beiko and Stan Matwin: 2 shared papers
- Robert Beiko and Marina Sokolova: 2 shared papers
- Stan Matwin and Rob Beiko: 2 shared papers
- Rob Beiko and Marina Sokolova: 2 shared papers
- Robert Beiko and Julie Hussin: 1 shared paper
- Stan Matwin and Julie Hussin: 1 shared paper
- Teresa Scassa and Khaled El Emam: 1 shared paper
- Teresa Scassa and Liam Peyton: 1 shared paper
- Teresa Scassa and Marina Sokolova: 1 shared paper
- Khaled El Emam and Marina Sokolova: 1 shared paper
- Julie Hussin and Rob Beiko: 1 shared paper
- Julie Hussin and Marina Sokolova: 1 shared paper
- Liam Peyton and Marina Sokolova: 1 shared paper
- School of Electrical Engineering and Computer Science
- Institute for Big Data Analytics
- Computerscience
- Computer Science
- Département de médecine
- Pediatrics
- Other
Co-authors at University of Ottawa, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Stan Matwin
Institute for Big Data Analytics
3 shared papers, latest 2022
Robert Beiko
Computer Science
2 shared papers, latest 2022
Rob Beiko
Computerscience
2 shared papers, latest 2022
Liam Peyton
School of Electrical Engineering and Computer Science
1 shared papers, latest 2010
Khaled El Emam
Pediatrics
1 shared papers, latest 2010
Teresa Scassa
Faculty
1 shared papers, latest 2010
Julie Hussin
Département de médecine
1 shared papers, latest 2022
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Profile data last refreshed on September 29, 2026 from the university directory, publication records and public research funding records.