Faculty profile
Herna Viktor
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a University of Ottawa directory, so their courses and email address may be missing. Find their university profile.
Latest papers
Planning the development of an AI-driven decision support architecture for the recognition of sudden cardiac arrest by 9-1-1 telecommunicators: report of a community engagement and brainstorming meeting.
CJEM · 2026
From latent dynamics to data geometry: Nonlinear diffusion modelling for protein structures.
Computational and structural biotechnology journal · 2026
ProT-GFDM: A generative fractional diffusion model for protein generation.
Computational and structural biotechnology journal · 2025
Latest funding
- $569,926
Use of Artificial Intelligence Assistance to Accurately Recognize the Presence of Sudden Cardiac Arrest and Rapidly Initiate Life-Saving CPR Instructions During Conversations Between 9-1-1 Callers and Telecommunicators.
CIHR · 2026 · Co-investigator
- $42,000
Online Lifelong Learning from Data Streams
NSERC · 2024 · Principal investigator
- $247,600
Driving innovation to improve periprosthetic joint infection care: a Single-Stage Multipurpose AntimicRobial implanT (SMART) design
SSHRC · 2021 · Co-investigator
8 publications.
Planning the development of an AI-driven decision support architecture for the recognition of sudden cardiac arrest by 9-1-1 telecommunicators: report of a community engagement and brainstorming meeting.
Vaillancourt C, Leduc S, Naidoo S, Charette M, Phillip Nicholson J, Church M, Michalowshi W, Viktor H, Khodaee P, Thiruganasambandamoorthy V, Moore S, Cheskes S, Furlong G, Power R, Giffen R, Pierce D, Feldman M, Dainty KN
From latent dynamics to data geometry: Nonlinear diffusion modelling for protein structures.
Liang X, Paquet E, Viktor H, Michalowski W
ProT-GFDM: A generative fractional diffusion model for protein generation.
Liang X, Ma W, Paquet E, Viktor H, Michalowski W
Using Unsupervised Machine Learning to Predict Quality of Life After Total Knee Arthroplasty.
Hunter J, Soleymani F, Viktor H, Michalowski W, Poitras S, Beaulé PE
Multivariable Prediction Models for Traumatic Spinal Cord Injury: A Systematic Review.
Hakimjavadi R, Basiratzadeh S, Wai EK, Baddour N, Kingwell S, Michalowski W, Stratton A, Tsai E, Viktor H, Phan P
A data-driven approach to categorize patients with traumatic spinal cord injury: cluster analysis of a multicentre database.
Basiratzadeh S, Hakimjavadi R, Baddour N, Michalowski W, Viktor H, Wai E, Stratton A, Kingwell S, Mac-Thiong JM, Tsai EC, Wang Z, Phan P
Deep learning in the stock market-a systematic survey of practice, backtesting, and applications.
Olorunnimbe K, Viktor H
Protein-protein interaction prediction with deep learning: A comprehensive review.
Soleymani F, Paquet E, Viktor H, Michalowski W, Spinello D
Use of Artificial Intelligence Assistance to Accurately Recognize the Presence of Sudden Cardiac Arrest and Rapidly Initiate Life-Saving CPR Instructions During Conversations Between 9-1-1 Callers and Telecommunicators.
Principal investigators: Vaillancourt, Christian
Keywords: 9-1-1 Communication Center; Agonal Breathing; Artificial Intelligence; Cardiac Arrest; Cardiac Arrest Recognition; Cardiopulmonary Resuscitation; Large Language Model; Machine Learning; Prehospital
Online Lifelong Learning from Data Streams
Principal investigators: Viktor, Herna
Keywords: online machine learning; lifelong machine learning; continual learning; emerging concepts; data streams; class imbalance; bias; interpretable models; concept drift; fairness-aware learning
Driving innovation to improve periprosthetic joint infection care: a Single-Stage Multipurpose AntimicRobial implanT (SMART) design
Principal investigators: Abdelbary, Hesham
Keywords: Antimicrobial Therapy Bacteriophages Periprosthetic Joint Infections Smart Implants Nano-Technology Polymers spacers Total Joint replacement 3D Manufacturing Machine Learning
Cyberattacks Countermeasures and Prevention
Principal investigators: Jourdan, Guy-Vincent
Learning in the presence of change: challenges and algorithms for data stream mining
Principal investigators: Viktor, Herna
Intelligent Placement of Apps and Users on Qlik Analytics Engines
Principal investigators: Viktor, Herna
Personalized user profiling for individualized wellness programs
Principal investigators: Viktor, Herna
Experimental Platform for Big Data and Text Mining
Principal investigators: Inkpen, Diana
Real-time Mining of Dynamic, Fast Evolving Data
Principal investigators: Viktor, Herna
Utility-based mining of large-scale relational databases
Principal investigators: Viktor, Herna
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Sheldon Cheskes and Christian Vaillancourt: 22 shared papers
- Venkatesh Thiruganasambandamoorthy and Christian Vaillancourt: 9 shared papers
- Venkatesh Thiruganasambandamoorthy and Sheldon Cheskes: 5 shared papers
- Natalie Baddour and Herna Viktor: 2 shared papers
- Venkatesh Thiruganasambandamoorthy and Herna Viktor: 1 shared paper
- Sheldon Cheskes and Herna Viktor: 1 shared paper
- Christian Vaillancourt and Herna Viktor: 1 shared paper
- Jean-Marc Mac-Thiong and Eve Tsai: 1 shared paper
- Jean-Marc Mac-Thiong and Natalie Baddour: 1 shared paper
- Jean-Marc Mac-Thiong and Herna Viktor: 1 shared paper
- Eve Tsai and Natalie Baddour: 1 shared paper
- Eve Tsai and Herna Viktor: 1 shared paper
- Davide Spinello and Herna Viktor: 1 shared paper
- Emergency Medicine
- Mechanical Engineering
- Electrical Engineering and Computer Science , School of - science informatique et de génie électrique, École de
- Surgery
- Brain and Spinal Cord Rehabilitation Program
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.
Natalie Baddour
Mechanical Engineering
2 shared papers, latest 2024
Sheldon Cheskes
Emergency Medicine
1 shared papers, latest 2026
Christian Vaillancourt
Emergency Medicine
1 shared papers, latest 2026
Venkatesh Thiruganasambandamoorthy
Emergency Medicine
1 shared papers, latest 2026
Eve Tsai
Surgery
1 shared papers, latest 2024
Davide Spinello
Mechanical Engineering
1 shared papers, latest 2022
Jean-Marc Mac-Thiong
Brain and Spinal Cord Rehabilitation Program
1 shared papers, latest 2023
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