3 papers
eess.IV2026
Deep Learning for Longitudinal Medical Imaging: A Scoping Review
Francesca Mussa, Divyanshu Tak, Atlas H. Avval +5
Longitudinal medical imaging analysis is a cornerstone of modern medical practice and patient care. Deep learning applied to longitudinal imaging offers wide potential to enhance d…
cs.CV2025
TissUnet: Improved Extracranial Tissue and Cranium Segmentation for Children through Adulthood
Markiian Mandzak, Elvira Yang, Anna Zapaishchykova +17
Extracranial tissues visible on brain magnetic resonance imaging (MRI) may hold significant value for characterizing health conditions and clinical decision-making, yet they are ra…
eess.SP2024
SynthBrainGrow: Synthetic Diffusion Brain Aging for Longitudinal MRI Data Generation in Young People
Anna Zapaishchykova, Benjamin H. Kann, Divyanshu Tak +3
Synthetic longitudinal brain MRI simulates brain aging and would enable more efficient research on neurodevelopmental and neurodegenerative conditions. Synthetically generated, age…