Research Advice
Here is a collection of advice from different people about how to do good research and write good papers. From Simon Peyton Jones In his talk “How to write a great research paper” they discuss many...
View ArticleDealing with internet restricted compute nodes in a cluster
There are some clusters, such as Beluga in the Compute Canada/Calcul Québec system of computers, which restrict access to the internet on compute nodes. One justification can be to prevent GPU nodes...
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Icentia11k ECG Dataset
The Icentia11k Single Lead Continuous Raw Electrocardiogram Dataset This is a dataset of continuous raw electrocardiogram (ECG) signals containing 11 thousand patients and 2 billion labelled beats....
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Representation learning
Download the lecture or view it online Deep learning overview, representation learning methods in detail (sammons map, t-sne), the backprop algorithm in detail, and regularization and its impact on...
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Generalization challenges and making models right for the right reasons in...
Download the lecture or view it online Title: Generalization challenges and making models right for the right reasons in medicine (with a focus on chest X-ray diagnostics) Speaker: Joseph Paul Cohen...
View ArticleBuilding a public COVID-19 dataset of X-ray and CT scans
In the context of a COVID-19 pandemic, is it crucial to streamline diagnosis. Last year, our team developed Chester, an artificially intelligent (AI) chest X-ray radiology assistant tool that can...
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Medical Imaging with Deep Learning Tutorial
Download the lecture or view it online View videos on YouTube or BitTorrent Description: This lecture will be styled as a graduate lecture about medical imaging with deep learning. This will cover the...
View ArticleTorchXRayVision: A library for chest X-ray datasets and models. Including...
TorchXRayVision: A library for chest X-ray datasets and models. Including pre-trained models. Motivation: While there are many publications focusing on the prediction of radiological and clinical...
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Counterfactual Explanations for Chest X-rays
The goal of a prediction explanation method is to identify features which are relevant to the prediction of a neural network and convey that information to the user. The method shown above is called...
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Let’s stop reviewing for publishers that profit from research
What’s the deal with how we review papers for venues (like conferences and journals) for free and then they go on to sell and restrict access to them? How about let’s only review for venues that...
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