Brachial plexus segmentation on ultrasound imaging by a deep learning model for neuraxial blockade

Ontology-driven clinical reasoning for rare disease perioperative management. Tri-channel inference (Rule Engine + OWL + NLP) with Arbiter adjudication and multi-model LLM fusion. Built at Peking Union Medical College Hospital.

Python project that simulates a Target Controlled Infusion pump for anesthesia delivery

This repository contains the documentation for reproducibility of the study "Preoperative atelectasis in patients with obesity undergoing bariatric surgery: a cross-sectional study".

An early warning system to predict anesthetic depth changes using machine learning on intraoperative vital signs.

Alles voor KANE.

Open-source anesthesia simulation lab: faculty-controlled patient monitor, scenario engine, and structured debriefing. Offline-first PWA.

Code for JCMC publication that resulted from UVM B.Sc. thesis work (doi: 10.1007/s10877-022-00908-z).

Präoperative Evaluation — leitliniengerechtes Assessment-Tool (ESC 2022 / DGAI 2024)

Simulates the distribution of inhaled anesthetics in different body compartments