Questions become
evidence.
Publications and funded research across resuscitation, physiological signals, clinical AI, and the systems that connect them.
In the journals.
- 2026Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine
Operational assumptions underlying extracorporeal resuscitation eligibility models
Letter - 2026
- 2026
- 2025Resuscitation · 215:110743
Optimizing extracorporeal cardiopulmonary resuscitation delivery for out-of-hospital cardiac arrest: a Monte Carlo simulation study
Research article - 2025Resuscitation Plus · 24:100974
Impact of prehospital extracorporeal cardiopulmonary resuscitation for out-of-hospital cardiac arrest on survival with good neurological function: a systematic review and meta-analysis
Systematic review & meta-analysis - 2024Journal of Biomechanics · 176:112324
Design and validation of an In Vitro test bench for the investigation of cardiopulmonary resuscitation procedure
Research article
Ideas in progress.
Knowledge shared.
Preprints, conference abstracts, and a book chapter review contribution.
- 2025Preprints.org · Version 2 · December 2025
A Fatal Case of Massive Pulmonary Embolism: A Call to Personalized Cardiac Arrest Management and Equitable Access to Mechanical Circulatory Support
Preprint · Not peer reviewed - 2026SFAR Congress · Paris
NOUS: perioperative risk prediction through self-supervised learning via a JEPA architecture
Conference abstract · Accepted - 2024Transesophageal Echocardiography Multimedia Manual: A Perioperative Transdisciplinary Approach · 3rd edition · Chapter 31
TEE in Cardiac Arrest
Book chapter review - 2023Canadian Anesthesiologists’ Society Annual Meeting
Development of a machine learning algorithm to predict burst suppression during general anesthesia based on EEG features
Conference abstract
Support to move
the work forward.
Awarded project funding, with my role in each grant. Amounts are shown in their original currencies and represent the project award.
REANIMATE-1
Mobile prehospital extracorporeal CPR research program
Canadian Institutes of Health ResearchCo-Principal InvestigatorCAD$1,330,000REANIMATE-0
Mobile prehospital extracorporeal CPR research program
Heart & StrokeCo-Principal InvestigatorCAD$277,000DISCOVER
Governed analytics and research extraction over institutional health data
Ministère de l’Économie, de l’Innovation et de l’ÉnergieCo-Principal InvestigatorCAD$400,000VF-FM
Self-supervised ECG models for defibrillation-response prediction
Réseau de Santé NumériquePrincipal InvestigatorCAD$40,000VF-FM
AI-guided prediction of shock response and optimal defibrillation strategy
ZOLL Foundation Principal InvestigatorUSD$36,000MILRITRAC
Intratracheal milrinone and CPR efficiency in a porcine cardiac-arrest model
Université de Montréal · Anesthesiology Department Development Fund Principal InvestigatorCAD$25,000MILRITRAC
Intratracheal milrinone and CPR efficiency in a porcine cardiac-arrest model
ZOLL Foundation Principal InvestigatorUSD$33,199Non-invasive pressure monitoring
Development of a non-invasive pressure monitor
MEDTEQ+Main ApplicantCAD$251,465