Diagnosing PTSD using electronic medical records from canadian primary care data. - Emily Kaczmarek; Alexander Salgo; Hasan Zafari; Leanne Kosowan; Alexander Singer; Farhana H. Zulkernine (NSysS, 2019)

Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures. - Emily Kaczmarek; Jina Nanayakkara; Alireza Sedghi; Mehran Pesteie; Thomas Tuschl; Neil Renwick; Parvin Mousavi (BMC Bioinform., 2022)

MetaCAM: Ensemble-Based Class Activation Map. - Emily Kaczmarek; Olivier X. Miguel; Alexa C. Bowie; Robin Ducharme; Alysha L. J. Dingwall-Harvey; Steven Hawken; Christine M. Armour; Mark C. Walker; Kevin Dick (CoRR, 2023)

CAManim: Animating end-to-end network activation maps. - Emily Kaczmarek; Olivier X. Miguel; Alexa C. Bowie; Robin Ducharme; Alysha L. J. Dingwall-Harvey; Steven Hawken; Christine M. Armour; Mark C. Walker; Kevin Dick (CoRR, 2023)

Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free. - Gian Mario Favero; Parham Saremi; Emily Kaczmarek; Brennan Nichyporuk; Tal Arbel (CoRR, 2025)