Faculty profile

Martial Guillaud

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Research ScientistUBC StatisticsUniversity of British Columbia

Martial Guillaud

Research Scientist

UBC Statistics

University of British Columbia

Vancouver, British Columbia, Canada

Supervision signals

This is a research or leadership role; ask the department whether it includes supervision.
9 publications in the last five years, latest in 2026.
Senior (last) author on 2 recent papers, a sign of leading a research group.

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Academic metrics

Publications

756

Citations

Collaborators

Grants

Publications by year

Counts cover the publications linked to this profile. Citations and the h-index appear when the source records them.

Profiles and links

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Signals and details

Research

Read how they describe their research on their University of British Columbia profile.

Latest papers

Fanconi Anemia as a Window into Premalignant Field Cancerization of the Oral Mucosa
medRxiv · 2026
Large-scale DNA organization analysis of primary breast cancers for prediction of axillary lymph node metastases.
Breast (Edinburgh, Scotland) · 2026 · senior author
Recognizing Epithelial Cells in Prostatic Glands Using Deep Learning.
Cells · 2025

All 44 publications

Latest funding

Blood based biomarker for the early detection of recurrent oropharyngeal cancer
CIHR · 2023 · Co-investigator
$474,300
Genomic, Epigenomic, and Phenotypic Characterization of Oral Premalignant Fields for the Development of Actionable Prevention Strategies
CIHR · 2019 · Co-investigator
$100,000
Blood based biomarker for the early detection of recurrent head and neck cancer
CIHR · 2018 · Co-investigator
$539,324

All 8 grants and awards

44 publications.

Fanconi Anemia as a Window into Premalignant Field Cancerization of the Oral Mucosa

Tamar Berger, Frank X. Donovan, Yu-Chien Lin, Shivatheja Soma, Francis May, Kinjal Bhadresha, Christine Krieg, Neelam Giri, Lisa J. McReynolds, Armando Filie, Zohreh Khavandgar, Denise M. Laronde, Martial Guillaud, Sharon A. Savage, David I. Kutler, Wayne Crismani, Eunike Velleuer, Rachel Uppgaard, Ursula L. Harper, K. Olivia Alston, James W. Thomas, Arleen D. Auerbach, Settara C. Chandrasekharappa, Agata Smogorzewska

medRxiv2026Open Access

DOI: 10.64898/2026.06.13.26354719 PMID: 42369459

Large-scale DNA organization analysis of primary breast cancers for prediction of axillary lymph node metastases.

Alabi N, Nichol A, Inaba F, Carraro A, El-Hallani S, Guillaud M

Breast (Edinburgh, Scotland)2026Senior author

DOI: 10.1016/j.breast.2026.104712 PMID: 41637792

Recognizing Epithelial Cells in Prostatic Glands Using Deep Learning.

Devnath L, Arora P, Carraro A, Korbelik J, Keyes M, Wang G, Guillaud M, MacAulay C

Cells20259 citationsOpen Access

DOI: 10.3390/cells14100737 PMID: 40422240

Consensus in Oral Epithelial Dysplasia Classification: A Comparative Analysis of H&E-stained Sections With and Without p53/p16 Immunohistochemistry.

Stojanov IJ, Liu KYP, McCord C, Chang JY, Wang YP, Li CC, Zhang L, Woo VL, Philipone EM, Patel PB, Magliocca KR, Leong I, Shirsat H, Cracolici V, Griffith CC, Westra WH, Todorovic E, Bilodeau EA, Faquin WC, Hoang LN, Yim IS, Haxhiavdija N, Guillaud M, Veremis BM, Ko YCK

The American journal of surgical pathology20256 citations

DOI: 10.1097/pas.0000000000002385 PMID: 40202378

Oral cancer detection and progression prediction using noninvasive cytology‐based DNA ploidy approach

Kelly Y. P. Liu, Samson Pak-Yan Ng, Maryam Taleghani, Sarah Yuqi Zhu, Anita Carraro, Zhaoyang Chen, Branko Palcic, Catherine Fang-Yeu Poh, Martial D. Guillaud

Journal of Oral Pathology and Medicine20245 citationsSenior authorOpen Access

DOI: 10.1111/jop.13562 PMID: 38825828

Improvement in Work Productivity After Group Voice Therapy in Professional Voice Users.

Hu A, Rammage L, Guillaud M, Meyer TK

Journal of voice : official journal of the Voice Foundation2024

DOI: 10.1016/j.jvoice.2022.02.006 PMID: 35260289

Identification of a serum-based microRNA signature that detects recurrent oral squamous cell carcinoma before it is clinically evident.

Towle R, Dickman CTD, MacLellan SA, Chen J, Prisman E, Guillaud M, Garnis C

British journal of cancer202313 citationsOpen Access

DOI: 10.1038/s41416-023-02405-9 PMID: 37798371

Delineating spatial cell-cell interactions in the solid tumour microenvironment through the lens of highly multiplexed imaging

David E. Cohn, Aisling Forder, Erin A. Marshall, Emily A. Vucic, Greg L. Stewart, Kouther Noureddine, William Wirt Lockwood, Calum E. MacAulay, Martial D. Guillaud, Wan Ling Lam

Frontiers in Immunology202312 citationsOpen Access

DOI: 10.3389/fimmu.2023.1275890 PMID: 37936700

Use of DNA image cytometry in conducting oral cancer screening in rural India

Madhurima Datta, Martial D. Guillaud, Nallan CSK Chaitanya, Shyam Ndvn, Gayatri Palat, Priya Kumari, Vineela Rapelli, Jagannath Jn, Sanjeeva Kumari, Sandra S. Broughton, Simon B.J. Sutcliffe, Denise M. Laronde

Cytopathology20224 citations

DOI: 10.1111/cyt.13159 PMID: 35713951

Predicting Progression of Low-Grade Oral Dysplasia Using Brushing-Based DNA Ploidy and Chromatin Organization Analysis.

Datta M, Laronde DM, Rosin MP, Zhang L, Chan B, Guillaud M

Cancer prevention research (Philadelphia, Pa.)202110 citationsSenior authorOpen Access

DOI: 10.1158/1940-6207.capr-21-0134 PMID: 34376461

Blood based biomarker for the early detection of recurrent oropharyngeal cancer

Co-investigatorCIHR2023Project Grant

Principal investigators: Garnis, Cathie

Keywords: Biomarker; Head And Neck Cancer; Microrna; Oropharyngeal Cancer; Qrtpcr

$474,300

Genomic, Epigenomic, and Phenotypic Characterization of Oral Premalignant Fields for the Development of Actionable Prevention Strategies

Co-investigatorCIHR2019Project Grant - PA: MSK/Skin/Oral Health: Clinical Research - Oral Health

Principal investigators: Poh, Catherine

Keywords: Genome-Wide Dna Methylation; Nanostring Technologies; Oral Cancer; Oral Premalignant Lesion; Pyrosequencing; Quantitative Tissue Pathology; Risk Models; Target Exome Sequencing; Transcriptomes Sequencing; Whole Genome Exome Sequencing

$100,000

Blood based biomarker for the early detection of recurrent head and neck cancer

Co-investigatorCIHR2018Project Grant

Principal investigators: Garnis, Cathie

Keywords: Biomarker; Early Detection; Head And Neck; Microrna; Oral Cancer; Recurrence; Serum

$539,324

Quantitative PSMA Targeted Imaging of Prostate Cancer Patients

Co-investigatorCIHR2018Project Grant

Principal investigators: Rahmim, Arman

Keywords: Image Processing; Machine Learning; Molecular Imaging; Nuclear Medicine; Partial Volume Correction; Personalized Cancer Therapy; Pet/Ct; Quantitative Imaging; Radiomics

$631,124

Multi-Scale Tissue System's Biology approach to Identify Lethal Prostate Cancer

Co-investigatorCIHR2015Operating Grant

Principal investigators: Macaulay, Calum E; Keyes, Mira

Keywords: Digital Pathology; Image Analysis; Predictive Biomarkers; Prognostic Biomarkers; Prostate Cancer

$511,228

A platform enabling personalized medicine through the detection of cells with specific genetic characterization

Co-investigatorCIHR2009Proof of Principle - PA: Cancer Early Detection, Imaging/Trans Therapeutics

Principal investigators: Macaulay, Calum E

Keywords: Cancer Clones; Fish; Image Understanding; Personalized Medicine; Spatial Statistics; Tumour Heterogeneity

$149,825

A 3D cell-based computer model for a system biology approach to the study of intra epithelial neoplastic processes.

Co-investigatorCIHR2009Operating Grant - PA: Institute of Cancer Research (bridge funding)

Principal investigators: Macaulay, Calum E

Keywords: 3d Computer Model; Cell Sociology; Oral Mucosa; Pre-Invasive Biology Neoplasia; Quantitative Tissue Phenotype; Tissue System Biology

$100,000

Static and Dynamic 3D Computer Model of Pre-Invasive Neoplastic Epithelial Tissues

Co-investigatorCIHR2008Operating Grant - PA: Cancer Research (bridge funding)

Principal investigators: Macaulay, Calum E

Keywords: 3d Computer Model; Cell Sociology; Oral Mucosa; Pre-Invasive Biology Neoplasia; Quantitative Tissue Phenotype; Tissue System Biology

$100,000

From public funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998 with their latest competition results, the Canada Foundation for Innovation, Genome Canada, the Canadian Space Agency, Canada Research Chairs, the Fonds de recherche du Québec, Ontario research funding, Michael Smith Health Research BC, the Canadian Cancer Society, Heart & Stroke and Brain Canada.

Profile data last refreshed on September 29, 2026 from the university directory, publication records and public research funding records.

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Martial Guillaud

Research

Latest papers

Latest funding

Fanconi Anemia as a Window into Premalignant Field Cancerization of the Oral Mucosa

Large-scale DNA organization analysis of primary breast cancers for prediction of axillary lymph node metastases.

Recognizing Epithelial Cells in Prostatic Glands Using Deep Learning.

Consensus in Oral Epithelial Dysplasia Classification: A Comparative Analysis of H&E-stained Sections With and Without p53/p16 Immunohistochemistry.

Oral cancer detection and progression prediction using noninvasive cytology‐based DNA ploidy approach

Improvement in Work Productivity After Group Voice Therapy in Professional Voice Users.

Identification of a serum-based microRNA signature that detects recurrent oral squamous cell carcinoma before it is clinically evident.

Delineating spatial cell-cell interactions in the solid tumour microenvironment through the lens of highly multiplexed imaging

Use of DNA image cytometry in conducting oral cancer screening in rural India

Predicting Progression of Low-Grade Oral Dysplasia Using Brushing-Based DNA Ploidy and Chromatin Organization Analysis.

Frequent collaborators

Calum Macaulay

Dirk Van Niekerk

Catherine Poh

Wan Lam

Denise Laronde

Pierre Lane

Lewei Zhang

Cathie Garnis

Stephen Lam

Rabab Ward

William Lockwood

Alan Nichol

Mira Keyes

Eitan Prisman

Carla Penner

Emilija Todorovic

Jessica Mcalpine

Marette Lee

Gang Wang

Esmeralda Marginean

Iona Leong