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07/17/2023
Domain Adaptation using Silver Standard Masks for Lateral Ventricle Segmentation in FLAIR MRI
Lateral ventricular volume (LVV) is an important biomarker for clinical ...
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07/07/2023
Effect of Intensity Standardization on Deep Learning for WML Segmentation in Multi-Centre FLAIR MRI
Deep learning (DL) methods for white matter lesion (WML) segmentation in...
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03/11/2023
MLP-SRGAN: A Single-Dimension Super Resolution GAN using MLP-Mixer
We propose a novel architecture called MLP-SRGAN, which is a single-dime...
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09/02/2021
Cascade RCNN for MIDOG Challenge
Mitotic counts are one of the key indicators of breast cancer prognosis....
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08/14/2021
Adapting to Unseen Vendor Domains for MRI Lesion Segmentation
One of the key limitations in machine learning models is poor performanc...
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01/24/2021
FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow
We propose FlowReg, a deep learning-based framework for unsupervised ima...
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04/01/2019