BioniChaos is about making biomedical data tools simple and accessible for everyone, whether they’re learning, researching, or solving practical problems. We focus on open-source tools that let people explore and understand data like EEG, ECG, and potentially PPG or wearable sensor outputs, all using everyday devices like laptops or smartphones. The goal is to break down barriers to working with biomedical data, so anyone can engage with it directly, whether for education, research, or real-world applications.
BioniChaos bridges a critical gap in the biomedical field by providing tools that simplify the processing and understanding of complex biomedical data. Our mission is to democratize biomedical data processing by offering accessible tools and educational resources. We aim to empower researchers, students, and professionals to engage with and innovate in biomedical research.
Our vision is to create an open, user-friendly platform that empowers users to explore and analyze biomedical data with ease. Guided by our core values—accessibility, innovation, collaboration, and education—we strive to make complex data analysis understandable and available to everyone, driving innovation and fostering collaboration across the biomedical field. Our commitment to open-source collaboration ensures that all our tools and resources are freely accessible under a Creative Commons Attribution License, inviting contributions from professionals, students, and hobbyists alike. Together, we can push the boundaries of biomedical data analysis.
BioniChaos is designed as a self-contained platform, offering all necessary code—especially in JavaScript—directly to users. This ensures that everything needed to explore biomedical data is readily accessible on the site. While Python snippets are provided where relevant, some backend scripts specific to our setup are not publicly shared, but all front-facing tools and resources are fully accessible to support your research and innovation needs.
To enrich your experience, BioniChaos is complemented by our YouTube channel, which offers tutorials, live streams, and in-depth discussions to deepen your understanding of biomedical data tools and concepts. We believe that well-crafted prompts can often replace the need for extensive code, guiding users through problem-solving and data analysis in practical, hands-on ways.
BioniChaos serves a diverse audience, including researchers, students, tech enthusiasts, and healthcare professionals interested in biomedical data science, brain-computer interfaces (BCIs), and artificial intelligence (AI). Our platform provides the tools and resources needed to explore and innovate in these cutting-edge fields.
BioniChaos is my personal project, born from my passion as a biomedical engineer and scientist. My journey in data science and technology led me to create BioniChaos to meet the need for accessible tools in biomedical signal processing. My goal is to democratize biomedical data processing and encourage collaboration and innovation across the field.
What is BioniChaos? BioniChaos is an open-source project dedicated to democratizing biomedical data processing. For more details, visit youtube.com/@BioniChaos.
What does the name BioniChaos mean? It describes the sometimes chaotic result of combining biology and electronics.
What am I getting out of BioniChaos? BioniChaos offers dashboards, web applications, and APIs for processing and reviewing biomedical data. We hope it sparks your interest in biomedical data science and engineering.
What topics are covered? We cover a variety of signal processing topics such as statistics, Fuzzy-Logic, Neural-Nets, Spectrogram, Image Processing and Classification, and many more. BioniChaos contains many practical example tools that help determine signal characteristics, predict events and irregularities within signals to better understand biomedical data.
What experience does the developer have with biomedical data? The developer has significant experience with EEG data and cochlear implants, as well as some experience with ECG data. They are also interested in experimenting with other types of biomedical data for future projects, continually expanding their knowledge and expertise in the field.
Do I need to download or install anything? No, just select an example application from the home page and let the magic of data exploration begin. However, stand-alone versions of the tools can be customized for any specific needs.
Can I use BioniChaos on my mobile device? Yes, the site is responsive and should work on mobile devices but is best viewed on a desktop.
Can I access the raw data used on BioniChaos? Yes, all raw data used on this site is de-identified and available in the public domain, exact sources are mentioned in each specific example tool.
Can I use my own data? No, currently BioniChaos does not have an option to upload your data. Please use available public datasets like Physionet or Github. Note that bionicloud.com, an alternative for confidential data, is still under development and not available yet.
Is AI used on BioniChaos? Yes, AI tools such as ChatGPT, GitHub Copilot are used to develop the tools and write text on this site. Some of the tools themselves use AI (TensorFlow, PyTorch, etc.) for data analysis.
Is BioniChaos secure? BioniChaos.com is now secure! Big shoutout to Certifytheweb community edition and letsencrypt.org
Are third-party trackers or other tools used on BioniChaos? We prioritize a lightweight and private user experience. The site does not use any third-party analytics or tracking tools. To help cover server costs, we use Google AdSense to display advertisements, which is the only third-party service integrated into the site.
Do you have to make a disclaimer? Yes, any information or tools on this site are not certified for clinical or commercial use. This is an experimental site and comes 'as is,' including all its bugs and defects. Do not use for any clinical or diagnostic purposes. The developer is not taking liability for any financial loss, misdiagnosis, nuclear holocaust, zombie apocalypse, and worst of all, loss of data. For more information, please visit Disclaimer for BioniChaos Users
Can I use BioniChaos for anything? Yes, anything posted on BioniChaos is released under a Creative Commons Attribution License. You can use it for any purpose, including commercial. You can repost, remix, and re-whatever, as long as you mention the source.
Is BioniChaos content allowed for military use? No, BioniChaos content, tools, and resources are not to be used for any military purposes. Our mission is to democratize biomedical data processing and foster innovation for peaceful and educational purposes. We do not support the use of our platform or any of its content in military applications, research, or development. By accessing and using BioniChaos, you agree not to use, or permit others to use, any part of the content for military purposes or activities.
Does BioniChaos collect any personal information? No, you don't need to provide any personal information to use the site.
Can I ask the developer to change or add anything? Yes, please reach out to me with any suggestions or bugs that haven't been mentioned.
Is the developer interested in collaboration? Yes, drop me a line at [email protected]
I would like to contribute to the BioniChaos project, what are my options? You could help analyze the data or develop new tools, please contact me with your level of expertise and specific interests. You could also provide constructive feedback on the website usability and bugs. Check out bionichaos.com/Students for potential student projects.
Where can I find more about open access biomedical data, e.g. available datasets, tools, etc.? Please visit our Resources page for a comprehensive list of resources.
How can I support BioniChaos?
You can support us in two key ways:
1. Patreon: By becoming a Patreon supporter, you directly help fuel the development of new tools and projects. Your contribution goes a long way in sustaining and growing the BioniChaos community!
2. YouTube Membership: You can also support us by joining our YouTube membership. This gives you access to exclusive perks while backing our mission.
Thanks to supporters:
Special thanks to our supporters on Patreon and YouTube for their invaluable contributions.
Your support helps us continue our mission of democratizing biomedical data processing and fostering innovation in the field.