Lucas L Stamatis

Title: Lucas L. Stamatis and AI-Driven 3D Medical Image Analysis.

Introduction. Lucas L. Stamatis is an inventor associated with Mineola, Texas, and Cornerstone Eagle LLC. His patent work focuses on applying artificial intelligence to the analysis of three-dimensional medical images.

Latest Patents. Stamatis is associated with one patent, titled “AI-Driven System and Methods for 3D Medical Image Disease Detection.” The disclosure describes a framework that uses ailment-aware probabilistic masking to preserve diagnostically relevant regions in 3D scans. It encodes medical images and related reports into a shared embedding space, then detects anomalies by comparing patient data over time and measuring similarity to known abnormal cases. The system also uses reinforcement learning and expert feedback to refine its embeddings, thresholds, and encoder parameters. The approach is designed to support scalable diagnosis across different imaging modalities. His listed portfolio includes 1 patent.

Career Highlights. Stamatis’s disclosed invention brings together medical imaging, vision transformers, language models, anomaly detection, and reinforcement learning. Its adaptive design incorporates corrected annotations and textual clarifications from human experts to improve analysis.

Collaborations. Stamatis is associated with Cornerstone Eagle LLC. Aviraj Sinha and Sajed M. Khan are listed as coworkers.

Conclusion. Lucas L. Stamatis’s patent describes an adaptive AI approach to 3D medical image analysis that combines image and text data with anomaly detection and expert-guided refinement.