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Gifsplanation via Latent Shift for Counterfactual Generation

February 19, 2021 Joseph Paul Cohen

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 […]

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

January 4, 2021 Joseph Paul Cohen

  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 […]

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

March 21, 2020 Joseph Paul Cohen

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 […]

Chester the AI Radiology Assistant

January 31, 2019 Joseph Paul Cohen

Deep learning has shown promise to augment radiologists and improve the standard of care globally. Two main issues that complicate deploying these systems are patient […]

ShortScience.org – share summaries of research papers

April 15, 2016 Joseph Paul Cohen

ShortScience.org currently facilitates scholarly discussion of research papers after they have been published. Every research paper has a page on the site where researchers publish […]

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

December 31, 2015 Joseph Paul Cohen

In 2015 the ability to perform object classification locally on a cell phone allowed for a new kind of tool for the blind to be […]

Academic Torrents – A Platform for Sharing Data

October 15, 2013 Joseph Paul Cohen

Academic Torrents is a platform for researchers to share data. It consists of two pieces: a site where users can search for datasets, and a […]

Blucat – netcat for Bluetooth

September 26, 2012 Joseph Paul Cohen

TCP/IP has tools such as nmap and netcat to explore devices and create socket connections. Bluetooth has sockets but doesn’t have the same tools. Blucat […]

GravityScript – add gravity to websites for fun

April 20, 2011 Joseph Paul Cohen

This is a general version of the Google Gravity code. I modified this code so it could be used as a prank tool for coworkers […]

Selected Projects

  • Gifsplanation via Latent Shift for Counterfactual Generation

    February 19, 2021
  • 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 – share summaries of research papers

    April 15, 2016
  • BlindTool – A mobile app that gives a “sense of vision” to the blind with deep learning

    December 31, 2015
  • Academic Torrents – A Platform for Sharing Data

    October 15, 2013
  • Blucat – netcat for Bluetooth

    September 26, 2012
  • GravityScript – add gravity to websites for fun

    April 20, 2011
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
  • 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
  • Printing through an SSH server to LP

    April 18, 2018
  • Machine Learning and Deep Learning References

    April 13, 2017
  • Jupyter notebook and HPC systems

    February 16, 2017
  • Visualizing CNN architectures side by side with mxnet

    January 14, 2016
  • Cyber Security Competition Study Guide

    September 7, 2015
  • Visualization of Attribute Subset Wrapper Search Space

    January 31, 2015
Reports
  • Let’s stop reviewing for publishers that profit from research

    July 8, 2021
  • No more page numbers

    February 7, 2018
  • Visualizing CNN architectures side by side with mxnet

    January 14, 2016
  • MSL Composite Mast Camera Images

    August 22, 2015
  • 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
  • JoeGlass (MyGlass Replacement)

    December 23, 2013
  • UMass Boston Wifi Autologin

    October 26, 2012
  • Blucat – netcat for Bluetooth

    September 26, 2012
  • Pojo Explorer for Java

    July 3, 2012
  • GravityScript – add gravity to websites for fun

    April 20, 2011
  • Hibernate Browser

    December 28, 2010

2022 Joseph Paul Cohen