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20172026
most citedDeep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung Cancer

24 citations · 33 across the 5 of their papers we have counts for

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eess.IV2026

XTinyU-Net: Training-Free U-Net Scaling via Initialization-Time Sensitivity

Alvin Kimbowa, Moein Heidari, David Liu +1

While U-Net architectures remain the gold standard for medical image segmentation, their deployment in resource-constrained environments demands aggressive model compression. Howev…

eess.IV2026

MonoUNet: A Robust Tiny Neural Network for Automated Knee Cartilage Segmentation on Point-of-Care Ultrasound Devices

Alvin Kimbowa, Arjun Parmar, Ibrahim Mujtaba +5

Objective: To develop a robust and compact deep learning model for automated knee cartilage segmentation on point-of-care ultrasound (POCUS) devices. Methods: We propose MonoUNet,…