Faculty profile
Svetlana Yanushkevich
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Research
Latest papers
Prospective validation of a machine learning model for applicator and hybrid interstitial needle selection in high-dose-rate (HDR) cervical brachytherapy.
Brachytherapy · 2024
Next Generation Computing and Communication Hub for First Responders in Smart Cities.
Sensors (Basel, Switzerland) · 2024 · senior author
Transformer-based hand gesture recognition from instantaneous to fused neural decomposition of high-density EMG signals.
Scientific reports · 2023
Latest funding
- $50,000
AI-Driven Multi-Agent Simulation and Decision Support Tool for Strategic Emergency Preparedness and Public Safety Planning
NSERC · 2024 · Principal investigator
- $237,970
Emergency Management Cycle-Centric R&D: From National Prototyping to Global Implementation
SSHRC · 2021 · Principal investigator
- $2,500,000
One Health Modelling Network for Emerging Infections (OMNI)
NSERC · 2020 · Co-investigator
8 publications.
Prospective validation of a machine learning model for applicator and hybrid interstitial needle selection in high-dose-rate (HDR) cervical brachytherapy.
Stenhouse K, Roumeliotis M, Ciunkiewicz P, Martell K, Quirk S, Banerjee R, Doll C, Phan T, Yanushkevich S, McGeachy P
Next Generation Computing and Communication Hub for First Responders in Smart Cities.
Shaposhnyk O, Lai K, Wolbring G, Shmerko V, Yanushkevich S
Transformer-based hand gesture recognition from instantaneous to fused neural decomposition of high-density EMG signals.
Montazerin M, Rahimian E, Naderkhani F, Atashzar SF, Yanushkevich S, Mohammadi A
Monkeypox: a review of epidemiological modelling studies and how modelling has led to mechanistic insight.
Banuet-Martinez M, Yang Y, Jafari B, Kaur A, Butt ZA, Chen HH, Yanushkevich S, Moyles IR, Heffernan JM, Korosec CS
Assessment of tissue toxicity risk in breast radiotherapy using Bayesian networks.
Ciunkiewicz P, Roumeliotis M, Stenhouse K, McGeachy P, Quirk S, Grendarova P, Yanushkevich S
Corrigendum: Development of a Machine Learning Model for Optimal Applicator Selection in High-Dose-Rate Cervical Brachytherapy.
Stenhouse K, Roumeliotis M, Ciunkiewicz P, Banerjee R, Yanushkevich S, McGeachy P
Development of a Machine Learning Model for Optimal Applicator Selection in High-Dose-Rate Cervical Brachytherapy.
Stenhouse K, Roumeliotis M, Ciunkiewicz P, Banerjee R, Yanushkevich S, McGeachy P
Gait Type Analysis Using Dynamic Bayesian Networks.
Kozlow P, Abid N, Yanushkevich S
AI-Driven Multi-Agent Simulation and Decision Support Tool for Strategic Emergency Preparedness and Public Safety Planning
Principal investigators: Yanushkevich, Svetlana SN
Keywords: agent-based modeling; data analytics; data management; decision support systems; disaster management; emergency preparedness; machine reasoning; multi-agent simulation; risk assessment; vulnerable populations
Emergency Management Cycle-Centric R&D: From National Prototyping to Global Implementation
Principal investigators: Yanushkevich, Svetlana
Keywords: Emergency Management Cycle Research and Development Risk assessment E-coaching Machine Reasoning Decision support Societal-technology gap Equity, Diversity and Inclusion
One Health Modelling Network for Emerging Infections (OMNI)
Principal investigators: Zhu, Huaiping
Integrating sensing systems for ongoing monitoring of individual and population health
Principal investigators: Fear, Elise
Security Enhancement using Machine Learning for Concealed Object Detection
Principal investigators: Yanushkevich, Svetlana
Designing Smart and Secure Communities: from Sensors to Risk-based Reasoning
Principal investigators: Yanushkevich, Svetlana
Keywords: decision making support; biometrics; machine reasoning; risk assessment; security and privacy; bayesian inference; identification; machine learning; healthcare; sensor systems
Shelter security enhancement with biometrics and concealed weapon detection
Principal investigators: Yanushkevich, Svetlana
NSERC CREATE for the Wearable Technology Research and Collaboration (We-TRAC) training program
Principal investigators: Ferber, Reed R
Keywords: accelerometer; data science; gait; inertial measurement units; internet of things (IoT); locomotion; machine learning; sensor fusion; signal processing; sports performance
MOST: Biometric-enabled Identity Management and Risk Assessment for Smart Cities_x000d_
Principal investigators: Yanushkevich, Svetlana
Biometric Intelligent Interfaces
Principal investigators: Yanushkevich, Svetlana
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
- Farnoosh Naderkhani and Arash Mohammadi: 10 shared papers
- Gregor Wolbring and Svetlana Yanushkevich: 1 shared paper
- Farnoosh Naderkhani and Svetlana Yanushkevich: 1 shared paper
- Svetlana Yanushkevich and Arash Mohammadi: 1 shared paper
- Electrical and Computer Engineering
- Concordia Institute of Information System Engineering
- Concordia Institute for Information System Engineering (CIISE)
- Community Health Sciences
Co-authors at University of Calgary, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
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