Hongmei Zhu, York University

Research

Computer-aided monitoring and diagnosis Data analysis Deep learning Fourier analysis Frames Machine learning Reinforced learning Sparse representation

Latest papers

Relationship between meteorological factors and the incidence of severe fever with thrombocytopenia syndrome: a systematic review and meta-analysis.
BMC public health · 2025
Credit contingent interest rate swap pricing.
Mathematics-in-industry case studies · 2017 · senior author
Change detection of medical images using dictionary learning techniques and principal component analysis.
Journal of medical imaging (Bellingham, Wash.) · 2014 · senior author

All 3 publications

Latest funding

Time-frequency analysis in deep learning framework: theory, computation and applications
NSERC · 2021 · Principal investigator
$84,000
One Health Modelling Network for Emerging Infections (OMNI)
NSERC · 2020 · Co-investigator
$2,500,000
Science Odyssey
NSERC · 2018 · Principal investigator
$4,565

All 9 grants and awards

3 publications.

01

Relationship between meteorological factors and the incidence of severe fever with thrombocytopenia syndrome: a systematic review and meta-analysis.

Mo G, Zhu H, Li J, Zhu H, Liu Q

BMC public health2025

DOI: 10.1186/s12889-025-21527-8 PMID: 39871274

02

Credit contingent interest rate swap pricing.

Huang H, Huang H, Wang E, Zhu H

Mathematics-in-industry case studies2017Senior author

DOI: 10.1186/s40929-017-0015-x PMID: 32010413

03

Change detection of medical images using dictionary learning techniques and principal component analysis.

Nika V, Babyn P, Zhu H

Journal of medical imaging (Bellingham, Wash.)2014Senior author

DOI: 10.1117/1.jmi.1.2.024502 PMID: 26158037

Time-frequency analysis in deep learning framework: theory, computation and applications

Principal investigatorNSERC2021Discovery Grants Program - Individual

Principal investigators: Zhu, Hongmei

Keywords: time-frequency analysis; wavelet analysis; fourier analysis; frames; data analysis; sparse representation; machine learning; deep learning; reinforced learning; computer-aided monitoring and diagnosis

$84,000

One Health Modelling Network for Emerging Infections (OMNI)

Co-investigatorNSERC2020Emerging Infectious Diseases Modelling Initiative (EIDM)

Principal investigators: Zhu, Huaiping

$2,500,000

Science Odyssey

Principal investigatorNSERC2018PromoScience Supplement for Science Odyssey

Principal investigators: ZHU, Hongmei

$4,565

Math for Real: high school math solves real problems

Principal investigatorNSERC2017PromoScience

Principal investigators: ZHU, Hongmei

$25,000

Applied Time-frequency Analysis

Principal investigatorNSERC2014Discovery Grants Program - Individual

Principal investigators: Zhu, Hongmei

$55,000

MPrime Network (formerly MITACS) / Réseau MPrime (autrefois MITACS)

Co-investigatorNSERC2009Networks of Centres of Excellence

Principal investigators: Gupta, Arvind

$12,553,000

Time-frequency analysis in biomedicine: mathematical, computational, and application aspects

Principal investigatorNSERC2007Discovery Grants Program - Individual

Principal investigators: Zhu, Hongmei

$90,000

Mathematics of Information Technology and Complex Systems/Les mathématiques des technologies de l'information et des systèmes complexes

Co-investigatorNSERC2005Networks of Centres of Excellence

Principal investigators: Gupta, Arvind

$17,419,000

Time-frequency analysis of imaging science: Mathematical, computational and biomedical application aspects

Principal investigatorNSERC2004Discovery Grants Program - Individual

Principal investigators: Zhu, Hongmei

$42,000

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

Mathematics and Statistics
Other

Co-authors at York University, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.

Paul Babyn

Faculty

1 shared papers, latest 2014

Huaiping Zhu

Mathematics and Statistics

1 shared papers, latest 2025

Huaxiong Huang

Mathematics and Statistics

1 shared papers, latest 2017

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

Paper to mentionMention their NSERC grant from 2021

Subject: Prospective PhD student: Computer-aided monitoring and diagnosis Dear Professor Zhu, 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 "Relationship between meteorological factors and the incidence of severe fever with thrombocytopenia syndrome: a systematic review and meta-analysis." (2025), 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 "Time-frequency analysis in deep learning framework: theory, computation and applications" (2021), 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]