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

folder medical-imaging-deep-learning-tutorial-2020 (7 files)
filemedical-imaging-deep-learning-tutorial-2020-slides.pdf 7.74MB
fileMedical Imaging Tutorial 2020 - Ch0 - Intro.mp4 4.82MB
fileMedical Imaging Tutorial 2020 - Ch1 - Radiology and Multi-View.mp4 13.98MB
fileMedical Imaging Tutorial 2020 - Ch2 - Histology and Segmentation.mp4 15.75MB
fileMedical Imaging Tutorial 2020 - Ch3 - Cell Counting.mp4 10.11MB
fileMedical Imaging Tutorial 2020 - Ch4 - Incorrect Feature Attribution.mp4 10.64MB
fileMedical 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superseded= {},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}
}

Hosted by users:

Send Feedback Start
   0.000003
DB Connect
   0.000360
Lookup hash in DB
   0.000785
Get torrent details
   0.000679
Get torrent details, finished
   0.000661
Get authors
   0.000046
Parse bibtex
   0.000212
Write header
   0.000497
get stars
   0.000418
home tab
   0.004599
render right panel
   0.000009
render ads
   0.000035
fetch current hosters
   0.000908
Done