Faculty profile
Louis-Martin Rousseau
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a Polytechnique Montréal directory, so their courses and email address may be missing. Find their university profile.
Research
Latest papers
Reducing endoscopic procedure backlog by improving efficiency: a predictive model and machine learning-based scheduling approach.
Journal of the Canadian Association of Gastroenterology · 2026 · senior author
Differential impact of CD34+ cell dose for different age groups in allogeneic hematopoietic cell transplantation for acute leukemia: a machine learning-based discovery.
Experimental hematology · 2025
Public perspectives on COVID-19 triage protocols for access to critical care in extreme pandemic context
PLoS ONE · 2024
Latest funding
- $450,000
analytique et logistique des soins de santé
NSERC · 2021 · Principal investigator
- $372,000
Exploiting Graphical Optimization Models to Solve Discrete Decision Problems in Healthcare and Supply Chain Logistics
NSERC · 2019 · Principal investigator
- $1,650,000
NSERC CREATE in Responsible Health and Healthcare Data Science
NSERC · 2019 · Co-investigator
12 publications.
Reducing endoscopic procedure backlog by improving efficiency: a predictive model and machine learning-based scheduling approach.
Pham TS, Gachet H, Aljohani W, Archambault J, Martel M, Barkun A, Rousseau LM
Differential impact of CD34+ cell dose for different age groups in allogeneic hematopoietic cell transplantation for acute leukemia: a machine learning-based discovery.
Qu Y, Shourabizadeh H, Subramanian A, Aleman DM, Rousseau LM, Law AD, Viswabandya A, Michelis FV
Public perspectives on COVID-19 triage protocols for access to critical care in extreme pandemic context
Bouthillier M-E, Farmer Y, Calderon Ramirez C, Downar J, Frolic A, Dahine J, Opatrny L, Poirier D, Bravo G, L'Espérance A
What are the views of Quebec and Ontario citizens on the tiebreaker criteria for prioritizing access to adult critical care in the extreme context of a COVID-19 pandemic?
Calderon Ramirez C, Farmer Y, Frolic A, Bravo G, Gaucher NO, Payot A, Opatrny L, Poirier D, Dahine J, L’Espérance A
Assessing the Quality of an Online Democratic Deliberation on COVID-19 Pandemic Triage Protocols for Access to Critical Care in an Extreme Pandemic Context: Mixed Methods Study
Ramirez CLC, Farmer Y, Downar J, Frolic A, Opatrny L, Poirier D, Bravo G, L'Espérance A, Gaucher N, Payot A
Learning and fine-tuning a generic value-selection heuristic inside a constraint programming solver.
Marty T, Boisvert L, François T, Tessier P, Gautier L, Rousseau LM, Cappart Q
A reinforcement learning approach for the online dynamic home health care scheduling problem.
Ta-Dinh Q, Pham TS, Hà MH, Rousseau LM
Machine Learning for the Prediction of Survival Post-Allogeneic Hematopoietic Cell Transplantation: A Single-Center Experience.
Shourabizadeh H, Aleman DM, Rousseau LM, Law AD, Viswabandya A, Michelis FV
Graph neural networks and deep reinforcement learning for simultaneous beam orientation and trajectory optimization of Cyberknife.
Kafaei P, Cappart Q, Renaud MA, Chapados N, Rousseau LM
Radiotherapy treatment scheduling considering time window preferences.
Vieira B, Demirtas D, van de Kamer JB, Hans EW, Rousseau LM, Lahrichi N, van Harten WH
analytique et logistique des soins de santé
Principal investigators: Rousseau, Louis-Martin
Keywords: Analytique; Recherche Opérationnelle; Apprentissage Machine; Logistique de traitement du cancer; Logistique des soins à domicile; Logistique des soins hospitalier; Prise de décision en temps réel
Exploiting Graphical Optimization Models to Solve Discrete Decision Problems in Healthcare and Supply Chain Logistics
Principal investigators: Rousseau, Louis-Martin
Keywords: Constraint Programming; Decision Diagrams; Deep Reinforcement Learning; Dynamic Programming; Healthcare Logistics; Mixed Integer Programming; Personnel Scheduling; Robust Optimisation; Supply Chain Optimization
NSERC CREATE in Responsible Health and Healthcare Data Science
Principal investigators: Després, Philippe P
Keywords: clinical decision support systems; confidentiality; data science; ethics; health and healthcare data; legal and social issues; non disclosive analysis; patient facing applications; privacy by design; responsible artificial intelligence
Modèles et algorithmes pour la gestion dynamique des horaires de patients****
Principal investigators: Rousseau, LouisMartin
Advanced data-driven optimization tools for public transit scheduling and parcel delivery
Principal investigators: DESAULNIERS, Guy
analytique et logistique des soins de santé
Principal investigators: Rousseau, Louis-Martin
analytique et logistique des soins de santé
Principal investigators: Rousseau, LouisMartin
analytique et logistique des soins de santé
Principal investigators: Rousseau, LouisMartin
Keywords: CRC
analytique et logistique des soins de santé
Principal investigators: Rousseau, Louis-Martin
Constraint Programming Approaches to Integrated Scheduling and Transportation Problems
Principal investigators: Rousseau, LouisMartin
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
- Peter Tanuseputro and James Downar: 28 shared papers
- Andrea Frolic and James Downar: 4 shared papers
- Andrea Frolic and Louis-Martin Rousseau: 3 shared papers
- James Downar and Louis-Martin Rousseau: 3 shared papers
- Louis-Martin Rousseau and Nadia Lahrichi: 3 shared papers
- Louis-Martin Rousseau and Quentin Cappart: 2 shared papers
- Andrea Frolic and Peter Tanuseputro: 1 shared paper
- Andrea Frolic and Marie-Eve Bouthillier: 1 shared paper
- Peter Tanuseputro and Marie-Eve Bouthillier: 1 shared paper
- Peter Tanuseputro and Louis-Martin Rousseau: 1 shared paper
- James Downar and Marie-Eve Bouthillier: 1 shared paper
- Alan Barkun and Louis-Martin Rousseau: 1 shared paper
- Marie-Eve Bouthillier and Louis-Martin Rousseau: 1 shared paper
- Louis-Martin Rousseau and Michel Gendreau: 1 shared paper
- Nadia Lahrichi and Michel Gendreau: 1 shared paper
- Mathématiques et génie industriel
- Mathématiques et Génie Industriel - École Polytechnique de Montréal
- Family Medicine
- Medicine
- Département de génie informatique et génie logiciel
- Gastroenterology
- Médecine de famille
- Other
Co-authors at Polytechnique Montréal, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Nadia Lahrichi
Mathématiques et génie industriel
3 shared papers, latest 2020
Andrea Frolic
Family Medicine
3 shared papers, latest 2024
James Downar
Medicine
3 shared papers, latest 2024
Quentin Cappart
Département de génie informatique et génie logiciel
2 shared papers, latest 2024
Michel Gendreau
Mathématiques et génie industriel
1 shared papers, latest 2017
Peter Tanuseputro
Department of Medicine
1 shared papers, latest 2024
Alan Barkun
Gastroenterology
1 shared papers, latest 2026
Marie-Eve Bouthillier
Médecine de famille
1 shared papers, latest 2024
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