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MRI segmentation

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Showing 151–177 of 177 papers

TitleStatusHype
Enhancing Cardiac MRI Segmentation via Classifier-Guided Two-Stage Network and All-Slice Information Fusion Transformer—0
Enhancing Generalized Fetal Brain MRI Segmentation using A Cascade Network with Depth-wise Separable Convolution and Attention Mechanism—0
Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study—0
Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation—0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data—0
Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders—0
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation—0
How Much Data are Enough? Investigating Dataset Requirements for Patch-Based Brain MRI Segmentation Tasks—0
ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation—0
Identification of Novel Diagnostic Neuroimaging Biomarkers for Autism Spectrum Disorder Through Convolutional Neural Network-Based Analysis of Functional, Structural, and Diffusion Tensor Imaging Data Towards Enhanced Autism Diagnosis—0
Improve Cross-Modality Segmentation by Treating T1-Weighted MRI Images as Inverted CT Scans—0
Improving Brain Magnetic Resonance Image MRI Segmentation via a Novel Algorithm based on Genetic and Regional Growth—0
Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation—0
Infant brain MRI segmentation with dilated convolution pyramid downsampling and self-attention—0
InfiNet: Fully Convolutional Networks for Infant Brain MRI Segmentation—0
Influence of Prompting Strategies on Segment Anything Model (SAM) for Short-axis Cardiac MRI segmentation—0
Interpretability of a Deep Learning Model in the Application of Cardiac MRI Segmentation with an ACDC Challenge Dataset—0
Isointense infant brain MRI segmentation with a dilated convolutional neural network—0
Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network—0
Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation—0
Just-Enough Interaction Approach to Knee MRI Segmentation: Data from the Osteoarthritis Initiative—0
Knowledge Distillation for Adaptive MRI Prostate Segmentation Based on Limit-Trained Multi-Teacher Models—0
Learning Robust Medical Image Segmentation from Multi-source Annotations—0
Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative—0
Leveraging 3D Information in Unsupervised Brain MRI Segmentation—0
Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach—0
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