Python Healthcare

Open-source Python projects categorized as Healthcare

Top 8 Python Healthcare Projects

  • ERPNext

    Free and Open Source Enterprise Resource Planning (ERP)

    Project mention: Just finished migrating my old tower servers to a Kubernetes cluster on my new rack! | reddit.com/r/homelab | 2023-01-21

    For my accounting I use Akaunting, though I am planning on maybe moving to ERPNext.

  • Zato

    ESB, SOA, REST, APIs and Cloud Integrations in Python

    Project mention: We Should Have Markdown Rendered Websites | news.ycombinator.com | 2022-11-10

    Yes, the article is correct, there is a market for Markdown sites and related products.

    Our Zato website is in Markdown: https://zato.io

    We have a purpose-built static site generator, which makes sense in our case because:

    * The resulting site is very fast, seeing as there is no need for runtime generation of any assets / HTML / any kind of resources

    * It is easier for developers to work on documentation because they already know Markdown

    * It is easy to statically apply filters such as spell checkers for multiple languages during the build

    * Various optimizations can be applied, e.g. incremental builds or on-demand builds

    The drawbacks are:

    * Non-technical translators may have a difficult time working with anything but either their own specialized tools or MS Word and they consider Markdown to be "advanced"

    * Sometimes you work with writers who are not technical at all and who will not understand what a build system is even if they are open to the idea of learning Markdown itself

    Thus, there is a market for a lightweight CMS that would enable non-technical people to author Markdown in their browsers, without a need for any command line usage.

  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.

  • imbalanced-regression

    [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

  • MedCAT

    Medical Concept Annotation Tool

    Project mention: [R] Foresight: Deep Generative Modelling of Patient Timelines using Electronic Health Records | reddit.com/r/MachineLearning | 2022-12-20

    You can find medcat here.

  • nafas

    🧘‍♂️ Breathing Gymnastics Application

    Project mention: Nafas v0.6 Released: Open-Source Breathing Gymnastics Application | reddit.com/r/coolgithubprojects | 2022-06-22
  • healthsea

    Healthsea is a spaCy pipeline for analyzing user reviews of supplementary products for their effects on health.

  • autoprognosis

    A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.

    Project mention: AutoPrognosis: Automating the model selection for clinical prognosis | news.ycombinator.com | 2022-11-04
  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • pneumonia_detection

    Pneumonia Detection using machine learning - with PyTorch

    Project mention: Help with resume! Just graduated (: | reddit.com/r/dataengineering | 2022-12-22

    Same goes for your pneumonia project. Not a hiring manager although if I got asked by my lead to rate an application, I'd say projects you copy from Google are a big minus and if I find an applicants project on google within a minute, I'd have a lot less confidence in said candidate vs. somebody who is out there producing original projects. 1 really good original project is better and more valuable than 2 or 3 projects from tutorials.

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). The latest post mention was on 2023-01-21.

Python Healthcare related posts

Index

What are some of the best open-source Healthcare projects in Python? This list will help you:

Project Stars
1 ERPNext 12,651
2 Zato 1,000
3 imbalanced-regression 579
4 MedCAT 303
5 nafas 80
6 healthsea 72
7 autoprognosis 33
8 pneumonia_detection 12
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