Joseph Paul Cohen PhD
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MICCAI2018 presentation – Distribution Matching Losses Can Hallucinate Features in Medical Image Translation

September 20, 2018 Joseph Paul Cohen Presentations 0

Download the lecture pdf or view it online

My MICCAI2018 presentation about why image translation (via distribution matching) should not be used for direct interpretation. ArXiv paper here: https://arxiv.org/abs/1805.08841

Video to come soon

Selected Projects

  • TorchXRayVision: A library for chest X-ray datasets and models. Including pre-trained models

    January 4, 2021

  • Building a public COVID-19 dataset of X-ray and CT scans

    March 21, 2020

  • Chester the AI Radiology Assistant

    January 31, 2019

  • ShortScience.org – Making Science Accessible!

    April 15, 2016

  • BlindTool – A mobile app that gives a “sense of vision” to the blind with deep learning

    December 31, 2015
Presentations

  • Medical Imaging with Deep Learning Tutorial

    July 13, 2020

  • Generalization challenges and making models right for the right reasons in medicine

    February 14, 2020

  • Representation learning

    February 10, 2020

  • Machine Learning for Medical Text and EHR (word2vec, RNNs)

    December 20, 2018

  • MICCAI2018 presentation – Distribution Matching Losses Can Hallucinate Features in Medical Image Translation

    September 20, 2018

  • A survey of deep learning approaches to medical applications

    February 1, 2018

  • Working with a Raspberry Pi

    October 29, 2015

  • High Performance Computing How-To

    February 28, 2015
References

  • Dealing with internet restricted compute nodes in a cluster

    August 16, 2019

  • Research Advice

    February 16, 2019

  • Statement on reviewing

    November 10, 2018

  • Printing through an SSH server to LP

    April 18, 2018

  • No more page numbers

    February 7, 2018

  • Learning French as a Computer Scientist

    May 1, 2017

  • Machine Learning and Deep Learning References

    April 13, 2017

  • Jupyter notebook and HPC systems

    February 16, 2017
Reports

  • Visualizing CNN architectures side by side with mxnet

    January 14, 2016

  • MSL Composite Mast Camera Images

    August 22, 2015

  • What is Comcast/Xfinity WiFi Code Injection Doing?

    October 26, 2014

  • HRSC vs HiRISE Martian Imagery

    December 2, 2013

  • Open Letter: Students Facing a Systematic Disadvantage at UMass Boston

    March 24, 2013
Software

  • TorchXRayVision: A library for chest X-ray datasets and models. Including pre-trained models

    January 4, 2021

  • Academic Torrents Download Tool (atdown)

    August 12, 2014

  • JoeGlass (MyGlass Replacement)

    December 23, 2013

  • Google Glass Analysis – Sending Directly to Glass

    December 15, 2013

  • CloudTeX – LaTeX in the Cloud

    January 26, 2013

  • UMass Boston Wifi Autologin

    October 26, 2012

  • Blucat – netcat for Bluetooth

    September 26, 2012

  • Pojo Explorer for Java

    July 3, 2012

2021 Joseph Paul Cohen