Luke McCaffrey

Associate Professor, Goodman Cancer Institute, McGill University

Joined

September 2019

Names

Luke McCaffrey (Preferred)

Emails

****@mcgill.ca (Confirmed)

Personal Links

Career & Education History

Associate Professor

Goodman Cancer Institute, McGill University (mcgill.ca)

2010 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Ian G Macara

2005 – 2010

Expertise

Cell Biology

Present

Oncology

Present

Publications

Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology
Alexis Guichemerre, Soufiane Belharbi, Tsiry Mayet, Shakeeb Murtaza, Pourya Shamsolmoali, Luke McCaffrey, Eric Granger
- CVPR Workshop 2024 Oral
- Readers: Everyone
PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI Localization
alexis guichemerre, Soufiane Belharbi, Mohammadhadi Shateri, Luke McCaffrey, Eric Granger
- MIDL 2025 Poster
- Readers: Everyone
SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution
Soufiane Belharbi, Mara KM Whitford, Phuong Hoang, Shakeeb Murtaza, Luke McCaffrey, Eric Granger
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images
Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
- Published: 09 May 2022, Last Modified: 15 Feb 2026
- MIDL 2022 Short Papers
- Readers: Everyone
Negative Evidence Matters in Interpretable Histology Image Classification
Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
- Published: 28 Feb 2022, Last Modified: 15 Feb 2026
- MIDL 2022
- Readers: Everyone

Co-Authors