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20232026
most citedEfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration

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cs.CV2025

Mesh2SSM++: A Probabilistic Framework for Unsupervised Learning of Statistical Shape Model of Anatomies from Surface Meshes

Krithika Iyer, Mokshagna Sai Teja Karanam, Shireen Elhabian

Anatomy evaluation is crucial for understanding the physiological state, diagnosing abnormalities, and guiding medical interventions. Statistical shape modeling (SSM) is vital in t…

cs.CV2025

MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration

Mokshagna Sai Teja Karanam, Krithika Iyer, Sarang Joshi +1

Spatial transformations that capture population-level morphological statistics are critical for medical image analysis. Commonly used smoothness regularizers for image registration…