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1Breast Cancer Biomarker Prediction
1Digital Pathology
1Explainable AI
1Gaussian Processes
1Interpretable AI
1Microscopy Imaging

Supervisors

1Bigras, Gilbert (Laboratory Medicine and Pathology)
1Ray, Nilanjan (Computing Science)

Author / Creator / Contributor

1Hosseini Akbarnejad, Amir Hossein

Year

Collections

1Graduate and Postdoctoral Studies (GPS), Faculty of
1Graduate and Postdoctoral Studies (GPS), Faculty of/Theses and Dissertations

Languages

1English

Item type

1Thesis

Departments

1Department of Computing Science

Improving Breast Cancer Biomarker Predictors from Morphology via Corresponding Gaussian Processes
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Fall 2024

Hosseini Akbarnejad, Amir Hossein

Biomarkers for cancer are tests performed on tumoral tissue which extract information from genes (DNA, deoxyribonucleic acid), product of genes (RNA, ribonucleic acid) and proteins. The information obtained from biomarkers (abnormal amount, strutural defect, etc.) is the basis for breast cancer...

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Improving Breast Cancer Biomarker Predictors from Morphology via Corresponding Gaussian Processes