Brain and EEG
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EEG Music Transform EEG data into music and explore auditory patterns generated from brain waves.
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RhythmScan Explore EEG data, visualize spectrograms, and understand seizure detection using machine learning.
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Advancing Neurotechnology: The Impact and Ethics of AI-Enhanced Brain-Computer Interfaces Explore the impact and ethical concerns of AI-enhanced brain-computer interfaces, focusing on advancements in neurotechnology.
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iEEG Review 16 Chan Review 16 channels (8 from each hemisphere) of intracranial EEG sampled at 400 Hz with epileptic seizures recorded using the NeuroVista implant.
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Spectrogram Dynamic visualization of EEG frequency spectrum over time, highlighting patterns across brain states.
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Ethical Concerns of Neural Implants Delve into the ethical implications of neural implants, covering privacy, consent, equity, and identity issues.
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iEEG Spectrum Visualization Explore comprehensive spectral analysis of 16-channel intracranial EEG data, providing insights into neural activities.
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100 Years of EEG: Celebrating a Century of EEG and Its Future Potential This year marks the 100th anniversary of a groundbreaking moment in neuroscience: the first human EEG recording. A century ago, this initial step in capturing the brain's electrical activity from the surface of the scalp gave birth to electroencephalography (EEG). This was more than a technical achievement; it was a revelation that opened a non-invasive window into the living human brain, allowing us to witness the subtle dance of neurons in real time. This discovery fundamentally changed our understanding of the brain and behavior, leading to new fields of study and numerous medical breakthroughs. As we celebrate this centenary, it is also a time to reflect on the journey so far and to call for collective action to realize the full potential of EEG in science and society over the next 100 years.
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iEEG Spectrum Visualization with Wavelet Denoising Visualize intracranial EEG data in the time and frequency domains with wavelet denoising. Explore the raw signal and frequency spectrum of 16 channels.
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The Nuances of 'Impedance' in EEG A deep dive into the concept of 'impedance' in EEG recordings, exploring its nuances and implications for signal quality.
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Synthetic EEG Signal Generator Generate artificial EEG signals for testing and evaluating various algorithms, devices, or theories related to EEG.
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EEG Monitoring in ICU Explore advanced EEG monitoring techniques in the ICU, providing real-time insights for critical care teams.
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The Diagnostic Limits and Potentials of EEG: A Critical Review A critical review exploring the appropriate and inappropriate uses of EEG alone and potential enhancements with other modalities.
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EEG Cross-Coherence Function Analyze EEG data with cross-coherence function to assess signal quality and connectivity.
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EEG Data Visualization Interactively explore and visualize EEG data, gaining insights into brain activity.
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Analyzing EEG Data: Lessons on Proper Data Handling and Labeling Insights and lessons learned on handling and labeling EEG data correctly.
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EEG Electrode Positions (10-20 vs. 10-10 System) Explore the differences between the 10-20 and 10-10 electrode positioning systems in EEG recordings.
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Neuro-GPT Discover the integration of advanced neural network architectures like GPT with EEG data analysis.
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Seizure Detection and Prediction Explore approaches for seizure detection and prediction in epilepsy management.
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Advancing Epilepsy Management with Ultra-Long-Term Epilepsy Monitors Learn about the potential of ultra-long-term EEG monitoring for personalized epilepsy management.
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EEG Datasets and Resources Explore a curated collection of EEG datasets, publications, software tools, and more.
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EEG Fuzzy Logic Analysis Learn how fuzzy logic enhances EEG data interpretation and provides structured signal quality assessment.
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EEG Band Power Visualization A simple bar chart visualization of EEG band powers using D3.js and JSON data.
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Unlocking Insights from the Brain: Extracting Features from EEG Data Explore various features that can be extracted from EEG data, including time, frequency, and non-linear features.
Cardio and ECG
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CardioBot Test your skills in identifying abnormal ECG patterns with CardioBot, competing against a robot algorithm.
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CardioQuest - ECG Scoring Game An interactive ECG scoring game that challenges players to identify abnormal ECG patterns.
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ECG Synthetic Signal Generator Generate synthetic ECG signals with detailed customization for educational and research purposes.
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ECG Waveform Feature Extractor A tool designed for the visualization and analysis of ECG waveform features.
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ECG Simulator Develop a tool that simulates, quantifies, and visualizes ECG data in an interactive and educational manner.
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CardioROC CardioROC is a game that challenges players to identify abnormal ECG waveforms. The game uses a dynamic ROC curve to provide real-time feedback on player performance.
Simulations and Games
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Cochlear Simulator Visualize the electrical signals sent to the brain by a cochlear implant, adjusting parameters to explore different outcomes.
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EyeTracker Use a webcam-based eye tracking system to explore user interface design, human-computer interaction, and accessibility.
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Vision Impairment Simulator Experience various vision impairments in real-time, adjusting parameters to simulate conditions like Myopia and Glaucoma.
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Interactive Life Simulation Experiment with different materials and observe their dynamic behaviors in real-time in this interactive life simulation.
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Neural Network Trainer Train a neural network in your browser with this web-based interface using TensorFlow.js.
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Gesture Music Generator Create music with just the movement of your hands using this gesture-based music generator.
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Particle Motion Sound A simple particle motion simulation with collision sounds, allowing users to experiment with different settings.
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Particle Motion Simulation A JavaScript-based simulation of particles in a box, observing their behavior as they collide and interact.
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Optical Illusions Discover the fascinating world of optical illusions and explore examples and Python-based tools to create your own.
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Gait Analysis Application Step into the fascinating world of gait analysis with dynamic and interactive visualizations.
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Puzzle An interactive jigsaw puzzle game developed using Flask, OpenCV, and JavaScript.
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CRISPR Simulation Lab Simulate CRISPR gene editing by entering target, gRNA, and edit sequences.
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TinyDoctor An educational game where players place different body parts in the correct locations on a body outline.
Medical Imaging and Visualization
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Brain3D Explore 3D visualizations of brain structures, integrating various data sources to provide a comprehensive view.
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Image Compression using Wavelet Transform Perform image compression using the Discrete Wavelet Transform (DWT) technique.
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Feature Extraction from Images A web-based interface for performing advanced feature detection on images using OpenCV.
Data Analysis and Visualization
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Synthetic Noise Generator Dashboard Generate synthetic noise signals for various applications using this web tool.
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Speech Analysis Capture, transcribe, and visualize audio streams, analyzing volume and speech rate on charts.
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Understanding Sampling Rates in Biomedical Signal Recording: EDA and PPG Perspectives Explore the importance of sampling rates in biomedical signal recording, focusing on EDA and PPG signals.
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Bland-Altman Plot Compare measurements between two techniques using the Bland-Altman plot, especially in EEG analysis.
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Biomedical Data and Lissajous Curves Visualization Visualize biomedical data and Lissajous curves to understand complex relationships between oscillating signals.
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Revolutionizing Biotech: How AI and Machine Learning are Transforming EEG and ECG Analysis Discover how AI and machine learning are revolutionizing EEG and ECG analysis in biotech.
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Image Fraud Detection Learn how to detect potential image alterations using Error Level Analysis (ELA) in Python.
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Knowledge Graph Generator Transform textual data into an interactive and dynamic knowledge graph with this web tool.
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Flowchart to Python Code Convert flowcharts into Python code automatically using this innovative web tool.
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Integrating MediaPipe for Avatar Creation Learn how to integrate MediaPipe for avatar creation, including face and hand detection, and code integration.
Medical Devices
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Medical Device Recalls Explore a summary of medical device recalls from 2017 to 2024, including trends, key issues, and common recall reasons.
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Interfacing with NI USB-6215 using Python on Ubuntu and Understanding C APIs Learn how to interact with the NI USB-6215 data acquisition device and explore the significance of C APIs in modern tech stacks.
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EEG Hardware Learn how to set up an EEG recording system using open-source tools and hardware.
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Fit Data Viewer A web application designed to visualize and analyze data from fitness trackers.
About the Site
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About Bionichaos Learn about Bionichaos and its mission to democratize biomedical data processing. Discover our tools and resources for data analysis and education.
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Students Explore project proposals for students interested in biomedical data analysis and visualization.
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Privacy Review our privacy policy and understand how we handle data on Bionichaos.
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Disclaimer Bionichaos is an experimental platform offering tools and data for educational and research purposes only.
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Contact Get in touch with us for feedback, suggestions, or general inquiries about Bionichaos.