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Month: December 2018

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

December 20, 2018 Joseph Paul Cohen

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Selected Projects

Counterfactual Explanations for Chest X-rays

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
Icentia11k ECG Dataset

October 1, 2019
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

Recent Posts

Let’s stop reviewing for publishers that profit from research
Counterfactual Explanations for Chest X-rays
TorchXRayVision: A library for chest X-ray datasets and models. Including pre-trained models
Medical Imaging with Deep Learning Tutorial
Building a public COVID-19 dataset of X-ray and CT scans

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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
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

2024 Joseph Paul Cohen