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A survey of deep learning approaches to medical applications

February 1, 2018 Joseph Paul Cohen Presentations 0

Download the lecture pdf or view it online

A survey of deep learning approaches to medical applications including genomic and imaging research.

 

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  • Counterfactual Explanations for Chest X-rays
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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

    • Machine Learning and LLM References

      October 2, 2025

    • 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
    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

    • Math Fancy – LaTeX Equation Editor

      December 10, 2023

    • 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

    2025 Joseph Paul Cohen