Marek Kraft
Assistant Professor, computer vision and edge AI researcher
Summary
Work
Education
Projects
Writing
US 12,156,702 B2 — Method and apparatus for registering a neurosurgical patient and determining brain shift
December 1, 2024Patent on intraoperative registration and brain‑shift determination using stereooptical 3D depth cameras and machine‑learning surface mapping for neurosurgery.
US 11,315,293 B2 — Autonomous segmentation of contrast filled coronary artery vessels on computed tomography images
April 1, 2022Patent for autonomous coronary artery segmentation from CT volumes using CNN ensembles and ROI extraction to support vessel segmentation workflows.
US 11,090,019 B2 — Automated segmentation of three dimensional bony structure images
August 1, 2021Patent for automated segmentation of 3D bony structures (CNN‑based methods) intended for computer‑assisted surgery, diagnostics and surgical planning.
EP 3745413 A1 — A method and system for predicting neurological treatment
December 1, 2020European patent application describing machine‑learning methods combining MRI‑derived brain biomarkers, voice indices and other data to predict neurological treatment needs.
Selected academic papers (examples)
Numerous peer‑reviewed publications on topics including onboard vision for UAVs, FPGA‑based feature detectors, RGB‑D navigation datasets, thermal people counting and embedded smart camera architectures.