Ethics and AI

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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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  Ethical Concerns of Neural Implants Delve into the ethical implications of neural implants, covering privacy, consent, equity, and identity issues.
• 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.

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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  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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  iEEG Spectrum Visualization Explore comprehensive spectral analysis of 16-channel intracranial EEG data, providing insights into neural activities.
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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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  EEG Monitoring in ICU Explore advanced EEG monitoring techniques in the ICU, providing real-time insights for critical care teams.
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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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  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.
• Analyzing EEG Data: Lessons on Proper Data Handling and Labeling Insights and lessons learned on handling and labeling EEG data correctly.
• 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.
• EEG Data Visualization Interactively explore and visualize EEG data, gaining insights into brain activity.
• Neuro-GPT Discover the integration of advanced neural network architectures like GPT with EEG data analysis.
• Seizure Detection and Prediction Explore approaches for seizure detection and prediction in epilepsy management.
• Advancing Epilepsy Management with Ultra-Long-Term Epilepsy Monitors Learn about the potential of ultra-long-term EEG monitoring for personalized epilepsy management.
• EEG Datasets and Resources Explore a curated collection of EEG datasets, publications, software tools, and more.
• EEG Fuzzy Logic Analysis Learn how fuzzy logic enhances EEG data interpretation and provides structured signal quality assessment.
• EEG Band Power Visualization A simple bar chart visualization of EEG band powers using D3.js and JSON data.
• 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.

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.
• Gait Analysis Application Step into the fascinating world of gait analysis with dynamic and interactive visualizations.
• Puzzle An interactive jigsaw puzzle game developed using Flask, OpenCV, and JavaScript.
• Optical Illusions Discover the fascinating world of optical illusions and explore examples and Python-based tools to create your own.
• CRISPR Simulation Lab Simulate CRISPR gene editing by entering target, gRNA, and edit sequences.

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.
• Image Fraud Detection Learn how to detect potential image alterations using Error Level Analysis (ELA) in Python.
• Knowledge Graph Generator Transform textual data into an interactive and dynamic knowledge graph with this web tool.
• Biomedical Data and Lissajous Curves Visualization Visualize biomedical data and Lissajous curves to understand complex relationships between oscillating signals.
• Flowchart to Python Code Convert flowcharts into Python code automatically using this innovative web tool.
• Integrating MediaPipe for Avatar Creation Learn how to integrate MediaPipe for avatar creation, including face and hand detection, and code integration.

Medical Devices

• 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.
• EEG Hardware Learn how to set up an EEG recording system using open-source tools and hardware.

Under Development

• SeizureFuz - EEG Data Viewer An interactive tool to visualize EEG data, allowing for detailed analysis and interpretation.
• Fit Data Viewer A web application designed to visualize and analyze data from fitness trackers.
• ColorShift An experimental tool for visualizing color shifts and their effects on image perception.
• ECoG Electrocorticography (ECoG) analysis tools, focusing on high-resolution brain activity mapping.
• 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.
• TinyDoctor An educational game where players place different body parts in the correct locations on a body outline.

About the Site

• About Bionichaos Learn about Bionichaos and its mission to democratize biomedical data processing. Discover our tools and resources for data analysis and education.
• Students Explore project proposals for students interested in biomedical data analysis and visualization.
• Privacy Review our privacy policy and understand how we handle data on Bionichaos.
• Disclaimer Bionichaos is an experimental platform offering tools and data for educational and research purposes only.
• Contact Get in touch with us for feedback, suggestions, or general inquiries about Bionichaos.