Name: Medical Imaging with Deep Learning Tutorial 2020 - Joseph Paul Cohen
Creator: Joseph Paul Cohen
License: https://creativecommons.org/licenses/by/4.0/

medical-imaging-deep-learning-tutorial-2020 (7 files)

medical-imaging-deep-learning-tutorial-2020-slides.pdf	7.74MB
Medical Imaging Tutorial 2020 - Ch0 - Intro.mp4	4.82MB
Medical Imaging Tutorial 2020 - Ch1 - Radiology and Multi-View.mp4	13.98MB
Medical Imaging Tutorial 2020 - Ch2 - Histology and Segmentation.mp4	15.75MB
Medical Imaging Tutorial 2020 - Ch3 - Cell Counting.mp4	10.11MB
Medical Imaging Tutorial 2020 - Ch4 - Incorrect Feature Attribution.mp4	10.64MB
Medical Imaging Tutorial 2020 - Ch5 - GANs in Medical Imaging.mp4	13.83MB

Type: Course
Tags: radiology

Bibtex:

@article{,
title= {Medical Imaging with Deep Learning Tutorial 2020 - Joseph Paul Cohen},
keywords= {radiology},
author= {Joseph Paul Cohen},
abstract= {This tutorial will be styled as a graduate lecture about medical imaging with deep learning. This will cover the background of popular medical image domains (chest X-ray and histology) as well as methods to tackle multi-modality/view, segmentation, and counting tasks. These methods will be covered in terms of architecture and objective function design. Also, a discussion about incorrect feature attribution and approaches to mitigate the issue. Prerequisites: basic knowledge of computer vision (CNNs) and machine learning (regression, gradient descent).

Presented by:
Joseph Paul Cohen PhD
Postdoctoral Fellow
Mila, University of Montreal

View presentations online here: https://www.youtube.com/playlist?list=PLheiZMDg_8ufxEx9cNVcOYXsT3BppJP4b

https://i.imgur.com/0eexA1V.jpg

https://i.imgur.com/GhTVcY0.jpg},
terms= {},
license= {https://creativecommons.org/licenses/by/4.0/},
superseded= {},
url= {https://www.youtube.com/playlist?list=PLheiZMDg_8ufxEx9cNVcOYXsT3BppJP4b}
}

Medical Imaging with Deep Learning Tutorial 2020 - Joseph Paul Cohen Joseph Paul Cohen

Medical Imaging with Deep Learning Tutorial 2020 - Joseph Paul Cohen
Joseph Paul Cohen