LSTM model for the purpose of anomaly detection in multivariate sensor timeseries
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Updated
Jan 11, 2023 - Jupyter Notebook
LSTM model for the purpose of anomaly detection in multivariate sensor timeseries
Evaluation of the valve mechanisms in common brands of bag-valve-mask devices in clinical use
Reproducible Python and Power BI analysis of 237,194 FDA MAUDE breast implant reports, with validated quality controls and responsible postmarket interpretation.
Sub-Millisecond Bio-Kinematic Control Barrier Interceptor & Neural Stimulation Governor. Enforces anatomical joint constraints, Shannon-Lilly electrochemical limits, and FDA Class III tamper-evident Merkle flight recorders.
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