output
20162024
most citedMonte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification

283 citations

9 papers

q-bio.GN20241 cited

The Canadian VirusSeq Data Portal & Duotang: open resources for SARS-CoV-2 viral sequences and genomic epidemiology

Erin E. Gill, Baofeng Jia, Carmen Lia Murall +67

The COVID-19 pandemic led to a large global effort to sequence SARS-CoV-2 genomes from patient samples to track viral evolution and inform public health response. Millions of SARS-…

physics.med-ph202358 cited

Current Methods for Hyperpolarized [1-13C]pyruvate MRI Human Studies

Peder EZ Larson, Jenna ML Bernard, James A Bankson +16

MRI with hyperpolarized (HP) 13C agents, also known as HP 13C MRI, can measure processes such as localized metabolism that is altered in numerous cancers, liver, heart, kidney dise…

cs.CV2021

Probeable DARTS with Application to Computational Pathology

Sheyang Tang, Mahdi S. Hosseini, Lina Chen +5

AI technology has made remarkable achievements in computational pathology (CPath), especially with the help of deep neural networks. However, the network performance is highly rela…

cs.CV20211 cited

Adapting to Unseen Vendor Domains for MRI Lesion Segmentation

Brandon Mac, Alan R. Moody, April Khademi

One of the key limitations in machine learning models is poor performance on data that is out of the domain of the training distribution. This is especially true for image analysis…

eess.IV20211 cited

COVID-Rate: An Automated Framework for Segmentation of COVID-19 Lesions from Chest CT Scans

Nastaran Enshaei, Anastasia Oikonomou, Moezedin Javad Rafiee +5

Novel Coronavirus disease (COVID-19) is a highly contagious respiratory infection that has had devastating effects on the world. Recently, new COVID-19 variants are emerging making…

cs.CY20203 cited

Essential requirements for establishing and operating data trusts: practical guidance based on a working meeting of fifteen Canadian organizations and initiatives

P. Alison Paprica, Eric Sutherland, Andrea Smith +11

Introduction: Increasingly, the label data trust is being applied to repeatable mechanisms or approaches to sharing data in a timely, fair, safe and equitable way. However, there i…