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09/21/2023
Multi-Task Cooperative Learning via Searching for Flat Minima
Multi-task learning (MTL) has shown great potential in medical image ana...
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06/21/2023
A Reliable and Interpretable Framework of Multi-view Learning for Liver Fibrosis Staging
Staging of liver fibrosis is important in the diagnosis and treatment pl...
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01/15/2023
Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels
Cardiac segmentation is in great demand for clinical practice. Due to th...
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01/13/2023
Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior
Medical images are generally acquired with limited field-of-view (FOV), ...
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12/12/2022
An Ensemble Method to Automatically Grade Diabetic Retinopathy with Optical Coherence Tomography Angiography Images
Diabetic retinopathy (DR) is a complication of diabetes, and one of the ...
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06/10/2022
Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI Segmentation
Distributed learning has shown great potential in medical image analysis...
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01/10/2022
MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images
Assessment of myocardial viability is essential in diagnosis and treatme...
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11/08/2021
Multi-Modality Cardiac Image Analysis with Deep Learning
Accurate cardiac computing, analysis and modeling from multi-modality im...
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06/16/2021
Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation
Unsupervised domain adaptation is useful in medical image segmentation. ...
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08/27/2020
Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information
Deep learning (DL)-based models have demonstrated good performance in me...
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02/21/2019
Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework
Late gadolinium enhancement magnetic resonance imaging (LGE MRI) appears...
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10/22/2018
Atrial scars segmentation via potential learning in the graph-cuts framework
Late Gadolinium Enhancement Magnetic Resonance Imaging (LGE MRI) emerged...
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10/22/2018
