2026
AI-based Precision Prognostics and Therapy Personalization for Childhood Brain Tumors
Sabina Stefan et al. · Neuro-Oncology Pediatrics, conference abstract
MANTIS—Methylation profiling and Artificial Neural networks for Time-resolved Individualized Survival predictions—is a multimodal framework integrating molecular, survival, and clinical information for individualized outcome prediction and treatment-intensity stratification.
2025
AI-based Personalized Survival Predictions for Ependymoma Patients Using DNA Methylation Profiling
Amelie Amann, Sabina Stefan, et al. · Brain and Spine 5, 105331
2023
Near-lifespan longitudinal tracking of brain microvascular morphology, topology, and flow in male mice
Konrad W. Walek, Sabina Stefan, et al. · Nature Communications 14, 2982
Investigating the correlation between early vascular alterations and cognitive impairment in Alzheimer’s disease in mice with SD-OCT
Jang-Hoon Lee, Sabina Stefan, et al. · Biomedical Optics Express
2022
Deep Learning and Simulation for the Estimation of Red Blood Cell Flux With Optical Coherence Tomography
Sabina Stefan, Anna Kim, Paul J. Marchand, Frederic Lesage, and Jonghwan Lee · Frontiers in Neuroscience 16
2020
Deep learning toolbox for automated enhancement, segmentation, and graphing of cortical optical coherence tomography microangiograms
Sabina Stefan and Jonghwan Lee · Biomedical Optics Express 11(12), 7325–7342
2018
Determination of confocal profile and curved focal plane for OCT mapping of the attenuation coefficient
Sabina Stefan, Ki-Soo Jeong, Collin Polucha, Nikos Tapinos, Steven A. Toms, and Jonghwan Lee · Biomedical Optics Express 9(10), 5084–5099
Consciousness Indexing and Outcome Prediction with Resting-State EEG in Severe Disorders of Consciousness
Sabina Stefan et al. · Brain Topography 31, 848–862
This is a selected list. See Google Scholar for the most complete and current publication record.