Jonathan Jalbert, Polytechnique Montréal

Research

kidney transplant statistical learning decision theory machine learning nephrology stochastic processes Champs de Markov Interpolation

Latest papers

A novel machine learning approach generates personalized estimates of graft and patient survival to better inform older kidney transplant candidates.
Frontiers in immunology · 2026

All 1 publications

Latest funding

Improving allocation and supporting clinical decision-making for deceased donor kidney offers
NSERC · 2023 · Principal investigator
$150,000
Identification et évaluation des risques et des extrêmes hydrométéorologiques pour les infrastructures stratégiques et névralgiques hydroélectriques et minières au Québec
NSERC · 2022 · Co-investigator
$707,750
Production des courbes Intensité-Durée-Fréquence pour les précipitations au Canada
NSERC · 2018 · Principal investigator
$182,000

All 4 grants and awards

1 publications.

01

A novel machine learning approach generates personalized estimates of graft and patient survival to better inform older kidney transplant candidates.

Boivin PL, Jalbert J, Thériault L, Qi Y, Olek-Basanets A, Cardinal H

Frontiers in immunology2026

DOI: 10.3389/fimmu.2026.1881830 PMID: 42488683

Improving allocation and supporting clinical decision-making for deceased donor kidney offers

Principal investigatorNSERC2023Discovery Horizons

Principal investigators: Jalbert, Jonathan

Keywords: kidney transplant; statistical learning; decision theory; machine learning; nephrology; stochastic processes

$150,000

Identification et évaluation des risques et des extrêmes hydrométéorologiques pour les infrastructures stratégiques et névralgiques hydroélectriques et minières au Québec

Co-investigatorNSERC2022Alliance Grants

Principal investigators: Gachon, Philippe P

Keywords: changement climatique; crues maximales probables; distribution et transport d'énergie; gestion des risques; modélisation climatique régionale; précipitations maximales probables; réduction de la vulnérabilité; risques climatiques; secteur minier; vents intenses

$707,750

Production des courbes Intensité-Durée-Fréquence pour les précipitations au Canada

Principal investigatorNSERC2018Discovery Grants Program - Individual

Principal investigators: Jalbert, Jonathan

Keywords: Champs de Markov; Interpolation; Modèles hiérarchiques bayésiens; Non stationnaire; Précipitations; Théorie des valeurs extrêmes

$182,000

Production des courbes Intensité-Durée-Fréquence pour les précipitations au Canada

Principal investigatorNSERC2018Discovery Launch Supplement

Principal investigators: Jalbert, Jonathan

$12,500

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

Write to this professor

A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.

Applying for

Mention their NSERC grant from 2023

Subject: Prospective PhD student: kidney transplant Dear Professor Jalbert, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. I read your paper "A novel machine learning approach generates personalized estimates of graft and patient survival to better inform older kidney transplant candidates." (2026), and it connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your NSERC-funded project "Improving allocation and supporting clinical decision-making for deceased donor kidney offers" (2023), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]