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Jae Won Choi, MD
Jae Won Choi, MD

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Published in Analytics Vidhya

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How to convert grayscale DICOM file to RGB DICOM file with Python

Use case on kidney CT data from KiTS19 challenge — TL;DR To convert a DICOM file from grayscale to RGB, you should modify several DICOM tags other than just the pixel data. Full source code is available at the end of this post. Introduction DICOM (Digital Imaging and Communications in Medicine) is the international standard for storing and transmitting medical images, and…

Medical Imaging

4 min read

How to convert grayscale DICOM file to RGB DICOM file with Python
How to convert grayscale DICOM file to RGB DICOM file with Python

Sep 3, 2021

How to Upload Large Files with Dropbox API for Python

Just a .py file with a little bit of my modification of an old StackOverflow post — The code in this post is heavily based on StackOverflow posts by Greg from Dropbox. When you’re working on a cloud workstation (e.g. GCP or AWS), you often have to handle large data set. Although you can use cloud storage provided in GCP or AWS, I prefer Dropbox because I…

Dropbox

3 min read

How to Upload Large Files with Dropbox API for Python
How to Upload Large Files with Dropbox API for Python

Published in Analytics Vidhya

·Jun 14, 2021

These football clubs don’t exist — Sharing my experience with StyleGAN

Training StyleGAN with ~1K images of English football club logos — This post covers Preparing a custom dataset through web scraping A simple but practical how-to of training StyleGAN with the custom dataset How to get latent vectors and manipulate them in StyleGAN Introduction Generative adversarial network (GAN), a type of generative model for unsupervised learning, has progressed rapidly since its first development in 2014…

Deep Learning

8 min read

These football clubs don’t exist — Sharing my experience with StyleGAN
These football clubs don’t exist — Sharing my experience with StyleGAN
Jae Won Choi, MD

Jae Won Choi, MD

Coding Radiologist

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