Wojtek Michalowski

University of Ottawa — Canada

Health Professions · Health Sciences

26h-index2.4kcitations196works3.82yr avg
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Research Topics

Electronic Health Records Systems(29), Clinical practice guidelines implementation(26), Semantic Web and Ontologies(21), Biomedical Text Mining and Ontologies(20), Multi-Agent Systems and Negotiation(15)

Publications193 total

USING UNSUPERVISED MACHINE LEARNING TO PREDICT QUALITY OF LIFE AFTER TOTAL KNEE ARTHROPLASTY
Orthopaedic Proceedings·2025
Protein structure generation using a variational autoencoder with Lévy noise and quantum graph transformer
2025
ProT-GFDM: A Generative Fractional Diffusion Model for Protein Generation
arXiv (Cornell University)·2025Open Access
Artificial intelligence–based clinical decision support in the emergency department: A scoping review
Academic Emergency Medicine·2025· 9 citedOpen Access
CUE-X: A Framework for the Automatic Evaluation of Clinical Usefulness of Explanations for the Multimorbidity Problem
Lecture notes in computer science·2025
ProT-GFDM: A generative fractional diffusion model for protein generation
Computational and Structural Biotechnology Journal·2025· 2 citedOpen Access
Decision threshold models in medical decision making: a scoping literature review
BMC Medical Informatics and Decision Making·2024· 11 citedOpen Access
Knowledge transfer in lifelong machine learning: a systematic literature review
Artificial Intelligence Review·2024· 9 citedOpen Access
Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem
Journal of Biomedical Informatics·2024· 4 cited
Structure-based protein and small molecule generation using EGNN and diffusion models: A comprehensive review
Computational and Structural Biotechnology Journal·2024· 14 citedOpen Access
Annealed fractional Lévy–Itō diffusion models for protein generation
Computational and Structural Biotechnology Journal·2024· 4 citedOpen Access
Manually-Curated Versus LLM-Generated Explanations for Complex Patient Cases: An Exploratory Study with Physicians
Lecture notes in computer science·2024· 3 cited
Multi-Label Lifelong Machine Learning: A Scoping Review of Algorithms, Techniques, and Applications
IEEE Access·2024· 1 citedOpen Access
ProVolOne – Protein Volume Prediction Using a Multi-attention, Multi-resolution Deep Neural Network and Finite Element Analysis
Lecture notes in computer science·2024
QuantumBound – Interactive protein generation with one-shot learning and hybrid quantum neural networks
Artificial Intelligence Chemistry·2023· 5 citedOpen Access
Primary sequence based protein–protein interaction binder generation with transformers
Complex & Intelligent Systems·2023· 1 citedOpen Access
A data-driven approach to categorize patients with traumatic spinal cord injury: cluster analysis of a multicentre database
Frontiers in Neurology·2023· 6 citedOpen Access
Multivariable Prediction Models for Traumatic Spinal Cord Injury: A Systematic Review
Topics in Spinal Cord Injury Rehabilitation·2023· 4 citedOpen Access
Using Unsupervised Machine Learning to Predict Quality of Life After Total Knee Arthroplasty
The Journal of Arthroplasty·2023· 9 cited
A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support
Journal of Biomedical Informatics·2023· 11 cited
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Frequent Co-authors

Szymon Wilk(29), Ken Farion(18), Roman Słowiński(8), Martin Michalowski(8), Dympna O’Sullivan(7), Gregory E. Kersten(5), Steven Rubin(5), Herna L. Viktor(4), Stan Matwin(4), Marc Carrier(4), Farzan Soleymani(3), Eric Paquet(3), Zbig Koperczak(3), Marisela Mainegra Hing(3), Ignacy Kaliszewski(3), Davide Spinello(2), Stanisław Szpakowicz(2), Stan Śzpakowicz(2), Lysanne Lessard(2), Subhra Mohapatra(2)