Simulate the effect of drugs during total intrevenous anesthesia
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Updated
Nov 3, 2025 - Python
Simulate the effect of drugs during total intrevenous anesthesia
Python project that simulates a Target Controlled Infusion pump for anesthesia delivery
Anesthesia case log parser with ACGME auto-fill Chrome extension
ORION MNE Consciousness — Fork of MNE-Python (3,246+ stars). Consciousness state detection from EEG/MEG data using Bengio et al. framework. Empirical validation bridge.
Subject-independent Depth of Anaesthesia estimation from single-channel EEG (VitalDB cohort). v2 (frozen): multi-entropy fusion + classical ML, best LOPO RMSE 11.47, r=0.71. v3 (in progress): HEED-Net dual-stream architecture with domain-adversarial learning for an IEEE Transactions submission.
Final project for CS50P. Plots a patient on to the starling curve for clinical decision making
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