Neural Labs Africa is an innovative medical technology company screening Medical Images for Radiologists & Hospitals in real-time to identify diseases such as Pneumonia and Tuberculosis. Read the Documentation Online
This repository contains Neural Labs Africa Company Chater, Contributor Policies and Guidelines.
To positively impact healthcare by using AI, a revolutionary technology to democratize access to diagnostic healthcare.
Neural Labs Africa is founded by two passionate Machine Learning Engineers towards solving Africa’s most pressing challenges using technology.
In Africa, healthcare services are overused yet under-resourced challenging healthcare providers with a significant burden to diseases. A patient’s wait time to receive analyzed lab results is often more than 2 weeks. This has resulted in late treatment reducing the chances of survival especially with fast killing diseases such as Tuberculosis, Pneumonia and COVID-19.
Using Deep Learning and Computer Vision our technology screens x-rays for radiologists and hospitals in real time to identify over 13 respiratory diseases such as Pneumonia, TB, and lung cancer. Now, instead of waiting for two weeks, we empower doctors to provide accurate diagnoses before patients even get their shirts back on.
Neural Labs Africa is carrying out its operations in West Africa focusing on Francophone Africa. Such plans to upscale our technology in different African regions is fostered by our vision to build a solution for Africa, a region where diseases are overwhelming its population. Using our current MVP to run clinical trials of our Software where we are engaging end-users to provide tailor made predictive models within the diverse medical imaging modalities. Moreover, Neural Labs Africa is focusing on strategic partnerships with hospitals, Tele-Radiology Laboratories, and specialists to help impact and improve healthcare delivery within the different institutions.
Access to Data is among the most pressing challenges we are facing. This is because different countries have different data regulations. For example, in Kenya Data collected within the Kenyan demographic region should be stored within the Kenyan Demographic region as a result most hospitals and institutions prefer to keep their data offline to meet these thresholds hence such data is not accessible on cloud.
The solutions that Neural Labs Africa creates for clients are only as excellent as the people who create them. Neural Labs Africa conducts cultural experiments and actively involves its staff in evolving the company’s culture. The culture essentially combines agile administration, independence, self-governance, routine evaluations, and participation monitoring. This strategy has influenced mentoring and growth in the future. The transparency of Neural Labs Africa is something we take great delight in. The company has shared the project repository on open source platforms for the open source.
You are welcome to submit an update in the repo NeuralSight frontend if you do have any ideas that could enhance NeuralSight. If you have any code that enhances a component of NeuralSight or implements new features, please submit a pull request to the associated repository. If those portions of code are tested and documented, it is more than welcome.
This guide explains how to contribute to the NeuralSight project. It defines working practices of the development team. This document helps new contributors start working on the project. It is a living document and will change. If you think something could be better, please open an issue with your feedback.
Contents:
To setup NeuralSight development environment, you need the following:
These guidelines help maintainers review new pull requests. Stick to the guidelines for quicker and easier pull request reviews.
We prefer gradual, small changes over sudden, big changes Write a helpful title for your pull request (if someone reads only one sentence, will they understand your change?) Address the following questions in your pull request:
To better engahge with the development team, we would recommend you to sign up on Discord if you do yet have an account, then join our channel Neural Labs Africa Discord channel.
Project maintainers make a best effort to respond in 10 days or less to new issues. Current maintainers are volunteers working on the project, so we try to keep up as best we can. If more than 10 days passed and you have not received a reply, follow up on Neural Labs Africa Discord channel. Someone may have missed your comment – we are not intentionally ignoring anyone.
Remember, using issue templates and answering the above questions in new pull requests reduces the response time from a maintainer to your issue or pull request.
This project adheres to a Code of Conduct based on Python. As a community member you have to read and agree with it.
For more information please contact us and/or visit the original Python Code of Conduct homepage.
The code in this repository is licensed under the GPL 3.0 license. This license allows for free use, distribution, and modification of the code, with the requirement that any derivative works must also be released under the GPL 3.0 license. You can find the full text of the GPL 3.0 license at the following link: https://www.gnu.org/licenses/gpl-3.0.en.html and a summary of the license can be found here: https://www.gnu.org/licenses/quick-guide-gplv3.html.
Please note that while this code is open-sourced, any medical data used in this code should be used only with permission and under strict compliance with patient privacy laws and regulations.
Please reach out to us at info@neurallabs.africa