Member Profile

Andrea Perera-Ortega

MSc Student
School of Computing
Queen's University
Member Between June 2020 - Present
Biography
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.

Publications

2022

Perera-Ortega, Andrea; Fooladgar, Fahimeh; To, Minh Nguyen Nhat; Jamzad, Amoon; Mousavi, Parvin; Abolmaesumi, Purang

Unsupervised Learning for Classification of Prostate Cancer Severity Conference

20th Annual Symposium of the Imaging Network of Ontario (ImNO) - BEST PITCH AWARD, 2022.

BibTeX

2021

Isen, Jonah; Perera-Ortega, Andrea; Vos, Sjoerd B; Rodionov, Roman; Kanber, Baris; Chowdhury, Fahmida A; Duncan, John S; Mousavi, Parvin; Winston, Gavin P

Non-Parametric Combination of Multimodal MRI for Lesion Detection in Focal Epilepsy Journal Article

In: NeuroImage: Clinical, pp. 102837, 2021.

BibTeX

Isen, Jonah; Perera-Ortega, Andrea; Vos, Sjoerd B; Rodionov, Roman; Kanber, Baris; Chowdhury, Fahmida Amin; Duncan, John S; Mousavi, Parvin; Winston, Gavin P

Multimodal MRI for Lesion Detection in MRI-Negative Focal Epilepsy Conference Forthcoming

34th International Epilepsy Congress, Forthcoming.

BibTeX

Perera-Ortega, Andrea; Sedghi, Alireza; Isen, Jonah; Vos, Sjoerd B; Mousavi, Parvin; Winston, Gavin P

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.

BibTeX

Perera-Ortega, Andrea; Sedghi, Alireza; Isen, Jonah; Vos, Sjoerd B; Mousavi, Parvin; Winston, Gavin P

Machine learning to detect brain lesions in focal epilepsy Proceedings Article

In: Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling, pp. 1159814, International Society for Optics and Photonics SPIE, 2021.

BibTeX