breast-cancer-detection Open-Source Projects

Breast-Cancer-Detection-Mammogram-Deep-Learning-Publication

1 12 3.7 Python

Code for published article in PLOS ONE. Breast cancer detection in mammograms using DL techniques. Contains source code for data and methods used.

Project mention: [R] A Divide and Conquer Approach to Maximize Deep Learning Mammography Classification Accuracies (PLOS ONE Research Article) | /r/MachineLearning | 2023-05-31

We also created a repository to encourage code reproducibility (PRs and Issues are welcomed): https://github.com/Adamouization/Breast-Cancer-Detection-Mammogram-Deep-Learning-Publication

setup

2 4 3.2 Jinja

A set of scripts to setup the scanner webapp, API and model store. (by scancer-org)

Project mention: Ask HN: Tips to get started on my own server | news.ycombinator.com | 2024-03-25

- Come up with ways to start and stop services and such
In the end, as you start to see patterns for all this, you will find it beneficial to script everything in some way so that you can easily reuse patterns and lessons on other servers and apps.
I tend to use Ansible for this, and here is a concrete example of all sorts of things you might find interesting: https://github.com/scancer-org/setup
This sets up a server, locks it down, adds a python app with a worker set and so on: https://github.com/scancer-org/setup
Good luck on your learning journey!

InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).