Research software
Introducing MedMLX
Medical imaging AI, native on Mac. Run medical imaging models locally on Apple Silicon.
Explore MedMLXAI in Interventional Radiology
AI-IR is an artificial intelligence research lab at the University of Texas Medical Branch (UTMB), developing imaging and AI tools for image-guided procedures.
Research
All researchInterventional AI
AI for ablation planning and procedural navigation, from mapping treatment targets to tracking devices.
Imaging & Devices
Imaging and sensing to locate needles, catheters, and guidewires relative to anatomy during procedures.
Clinical Research
Clinician reader studies and prospective device studies testing imaging methods and interventional devices.
Accessible AI
Lower-cost imaging and AI tools, including MedMLX, which runs medical imaging models on a Mac.
Renal angiography footage adapted from DEXi, CC BY-SA 4.0. Chest CT nodule detection by MedMLX: image sources and licenses.
Updates
Update 1 / 3
Preprint
MedMLX: On-Device Medical Imaging AI for Apple Silicon
Posted on medRxiv by Alfredo Sandoval, Joseph Sandoval, and Arsalan Saleem.
Read the preprintLab news
New lab members
Medical students Rayyan Hasan and Mustafa Latif have joined AI-IR.
Meet the team
Funding awardJohn Sealy Memorial Endowment
AI-IR receives CRDI funding award
The Clinical Research Directed Initiative (CRDI) Program has awarded funding for “AI-assisted tumor-zone localization for noncontrast CT-guided ablation.”
View funding