NeuroAtlas: An Artificial Intelligence-based Framework for Annotation, Segmentation and Registration of Large Scale Biomedical Imaging Data
With increasing neuroimaging modalities and data diversity, mapping brain regions to a
standard atlas template has become a challenging problem. Machine learning in general …
standard atlas template has become a challenging problem. Machine learning in general …
Multimodal 3D Image Registration for Mapping Brain Disorders
We introduce an AI-driven approach for robust 3D brain image registration, addressing
challenges posed by diverse hardware scanners and imaging sites. Our model trained using …
challenges posed by diverse hardware scanners and imaging sites. Our model trained using …
MortX: A Domain Generalization Benchmark for Mouse Cortex Segmentation and Registration
A Iqbal, R Khan, EMS Gasser, T Karayannis - bioRxiv, 2024 - biorxiv.org
Mesoscale understanding of human brain development is crucial for understanding
neurodevelopmental disorders. By applying AI techniques to analyze high-resolution, multi …
neurodevelopmental disorders. By applying AI techniques to analyze high-resolution, multi …