anesthesiology

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

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

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

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

Alles voor KANE.

Portfólio profissional voltado para Medicina Veterinária

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

Esse projeto é uma aplicação no Streamlit para facilitar a rotina e dar mais confiabilidade em cálculos comuns na rotina de um Anestesista Veterinário

Fentanyl effect-site concentration and analgesia simulator (Scott-Stanski / Shafer / Bae PK, per-patient MEAC estimation). RESEARCH AND EDUCATIONAL USE ONLY - clinical use is prohibited.

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

ACTA TEE Assistant — native iOS (SwiftUI/SwiftData) case logger for CT anesthesiology fellows: ACGME/NBE requirement tracking, on-device dictation, PDF/CSV export, spaced-repetition quiz, Siri Shortcuts. No cloud, fully private by design.

Esse projeto se trata de uma análise estruturada dos dados clínicos obtidos das fichas anestésicas dos pacientes anestesiados no Hospital Veterinária da Ufra

Simulates the distribution of inhaled anesthetics in different body compartments