Andrea recently completed her undergraduate degree at Queen’s in Biomedical Computation and is an incoming Master’s student. Her current research involves applying machine learning methods to automatically grade prostate cancer biopsies. She is also working on using machine learning techniques to classify and segment lesions in individuals with epilepsy using MRI. Andrea is passionate about entrepreneurship and has founded two start-ups in the spaces of agriculture technology and healthcare.
Unsupervised Learning for Classification of Prostate Cancer Severity Conference
20th Annual Symposium of the Imaging Network of Ontario (ImNO) - BEST PITCH AWARD, 2022.
Non-Parametric Combination of Multimodal MRI for Lesion Detection in Focal Epilepsy Journal Article
In: NeuroImage: Clinical, pp. 102837, 2021.
Multimodal MRI for Lesion Detection in MRI-Negative Focal Epilepsy Conference Forthcoming
34th International Epilepsy Congress, Forthcoming.
Machine Learning to Detect Brain Lesions in Focal Epilepsy Conference
The 19th Annual Symposium of the Imaging Network of Ontario (ImNO), no. BEST PITCH AWARD, 2021.
Machine learning to detect brain lesions in focal epilepsy Inproceedings
In: Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling, pp. 1159814, International Society for Optics and Photonics SPIE, 2021.