takmd

Research

Publications

First Author

h-index

Selected Publications

Deep Learning for Vertebral Fracture Detection

Imaging-focused AI model development and validation.

AI/MLImaging

UBE Learning Curve Analysis

Competency progression analysis for endoscopic spine trainees.

UBEEducation

ERAS Protocol for Spine Surgery

Clinical pathway optimization and recovery outcome measurements.

ClinicalOutcomes

Endoscopic Techniques for Spinal Tumors

Technical adaptation and safety considerations in tumor surgery.

SurgeryOncology

View full publication list on Google Scholar ->

Research Interests

Endoscopic spine surgery
Clinical AI & deep learning
Spinal tumor surgery
Surgical outcome analysis
Education methodology

Projects

Current exploratory work focuses on the UBE x AI interface, with emphasis on workflow standardization, structured data capture, and practical translational utility.