Browsing Statistics and Actuarial Science by Supervisor "Ghodsi, Ali"
Now showing items 1-4 of 4
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Automated Knowledge Discovery using Neural Networks
(University of Waterloo, 2021-05-21)The natural world is known to consistently abide by scientific laws that can be expressed concisely in mathematical terms, including differential equations. To understand the patterns that define these scientific laws, it ... -
End-to-End Whole Slide Image Classification and Search using Set Representations
(University of Waterloo, 2022-08-31)Due to the sheer size of gigapixel whole slide images (WSIs), it is difficult to apply deep learning and computer vision algorithms for digital pathology. Traditional approaches rely on extracting meaningful patches from ... -
Peptide Sequencing with Deep Learning
(University of Waterloo, 2020-09-30)In shotgun proteomics, de novo peptide sequencing from tandem mass spectrometry data is the key technology for finding new peptide or protein sequences. It has successful applications in assembling monoclonal antibody ... -
Using Machine Learning Algorithms for Finding the Topics of COVID-19 Open Research Dataset Automatically
(University of Waterloo, 2021-02-26)The COVID-19 Open Research Dataset (CORD-19) is a collection of over 400,000 of scholarly papers (as of January 11th, 2021) about COVID-19, SARS-CoV-2, and related coronaviruses curated by the Allen Institute for AI. ...