Innovative Neurosurgical Research

Integrating advanced methods to enhance surgical outcomes through data-driven insights and AI technologies.

Neurosurgical Research

Integrating simulation, clinical data, and validation for improved outcomes.

A model of a human brain with intricate detailing is placed on a smooth surface. The brain is illuminated with vibrant red veins and a green base against a vivid blue background, creating a striking contrast.

Data Curation

Curating a multi-institutional neurosurgical database with over 10,000 cases, including imaging, robotic logs, and surgeon notes for comprehensive analysis of tumor resection and hematoma evacuation.

A group of medical professionals wearing blue surgical attire performing a surgery. In the foreground, there is a medical monitor displaying vital signs. The background includes medical equipment like IV drips, monitors, and respiratory devices. The setting appears to be a hospital operating room.

Model Development

Fine-tuning GPT-4 with low-rank adaptation to understand medical texts and develop a spatio-temporal fusion encoder for real-time robotic state alignment.

Research

Innovative methods for neurosurgical data analysis.