Browse State-of-the-Art › MRI segmentation › Papers, page 2

MRI segmentation

Papers archive 2025-07-28

archive papers tagged: 177 · with a code link: 68 · where Syntology ran a sample: 3 (2 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (3 of 177 tagged: 2 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 177 of 177, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Bayesian Neural Networks for 2D MRI Segmentation
  24 Nov 2023 0 repositories listed
• Pelvic floor MRI segmentation based on semi-supervised deep learning
  6 Nov 2023 0 repositories listed
• Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation
  28 Oct 2023 0 repositories listed
• Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation
  21 Oct 2023 0 repositories listed
• Enhancing Cardiac MRI Segmentation via Classifier-Guided Two-Stage Network and All-Slice Information Fusion Transformer
  2 Sep 2023 0 repositories listed
• Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach
  12 Aug 2023 0 repositories listed
• Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging
  8 Aug 2023 0 repositories listed
• Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation
  4 Aug 2023 0 repositories listed
• Sparse annotation strategies for segmentation of short axis cardiac MRI
  24 Jul 2023 0 repositories listed
• Confidence Intervals for Performance Estimates in Brain MRI Segmentation
  20 Jul 2023 0 repositories listed
• Boundary-weighted logit consistency improves calibration of segmentation networks
  16 Jul 2023 0 repositories listed
• 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
  30 May 2023 0 repositories listed
• The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma
  12 May 2023 0 repositories listed
• Learning Robust Medical Image Segmentation from Multi-source Annotations
  2 Apr 2023 0 repositories listed
• Knowledge Distillation for Adaptive MRI Prostate Segmentation Based on Limit-Trained Multi-Teacher Models
  16 Mar 2023 0 repositories listed
• SuperMask: Generating High-resolution object masks from multi-view, unaligned low-resolution MRIs
  13 Mar 2023 0 repositories listed
• Performance Evaluation of Vanilla, Residual, and Dense 2D U-Net Architectures for Skull Stripping of Augmented 3D T1-weighted MRI Head Scans
  29 Nov 2022 0 repositories listed
• Domain generalization in fetal brain MRI segmentation with multi-reconstruction augmentation
  25 Nov 2022 0 repositories listed
• Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data
  4 Nov 2022 0 repositories listed
• Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes
  23 Jul 2022 0 repositories listed
• Multi-Contrast MRI Segmentation Trained on Synthetic Images
  6 Jul 2022 0 repositories listed
• Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation
  14 Jun 2022 0 repositories listed
• Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation
  9 Jun 2022 0 repositories listed
• RT-DNAS: Real-time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation
  8 Jun 2022 0 repositories listed
• Parotid Gland MRI Segmentation Based on Swin-Unet and Multimodal Images
  7 Jun 2022 0 repositories listed
• ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training
  5 Jun 2022 0 repositories listed
• Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation
  3 Jun 2022 0 repositories listed
• CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation
  19 May 2022 0 repositories listed
• Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures
  18 Jan 2022 0 repositories listed
• ViTBIS: Vision Transformer for Biomedical Image Segmentation
  15 Jan 2022 0 repositories listed
• FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI
  17 Dec 2021 0 repositories listed
• Acquisition-invariant brain MRI segmentation with informative uncertainties
  7 Nov 2021 0 repositories listed
• C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation
  29 Oct 2021 0 repositories listed
• A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation
  6 Sep 2021 0 repositories listed
• Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder
  26 Aug 2021 0 repositories listed
• 3D AGSE-VNet: An Automatic Brain Tumor MRI Data Segmentation Framework
  26 Jul 2021 0 repositories listed
• Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?
  23 Jul 2021 0 repositories listed
• VTBIS: Vision Transformer for Biomedical Image Segmentation
  20 Jul 2021 0 repositories listed
• DFENet: A Novel Dimension Fusion Edge Guided Network for Brain MRI Segmentation
  17 May 2021 0 repositories listed
• Interpretability of a Deep Learning Model in the Application of Cardiac MRI Segmentation with an ACDC Challenge Dataset
  15 Mar 2021 0 repositories listed
• Leveraging 3D Information in Unsupervised Brain MRI Segmentation
  26 Jan 2021 0 repositories listed
• Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study
  31 Dec 2020 0 repositories listed
• SoftSeg: Advantages of soft versus binary training for image segmentation
  18 Nov 2020 0 repositories listed
• Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation
  17 Aug 2020 0 repositories listed
• ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation
  18 Jul 2020 0 repositories listed
• Deep Generative Model-based Quality Control for Cardiac MRI Segmentation
  23 Jun 2020 0 repositories listed
• A deep learning-based pipeline for error detection and quality control of brain MRI segmentation results
  28 May 2020 0 repositories listed
• SAU-Net: Efficient 3D Spine MRI Segmentation Using Inter-Slice Attention
  25 Jan 2020 0 repositories listed
• Infant brain MRI segmentation with dilated convolution pyramid downsampling and self-attention
  29 Dec 2019 0 repositories listed
• Transfer Learning with Edge Attention for Prostate MRI Segmentation
  20 Dec 2019 0 repositories listed
• AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation
  20 Nov 2019 0 repositories listed
• Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI
  22 Oct 2019 0 repositories listed
• 3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation
  14 Sep 2019 0 repositories listed
• Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI
  3 Sep 2019 0 repositories listed
• Skip-connected 3D DenseNet for volumetric infant brain MRI segmentation
  1 Sep 2019 0 repositories listed
• Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks
  23 Aug 2019 0 repositories listed
• Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation
  21 Aug 2019 0 repositories listed
• Improving Brain Magnetic Resonance Image MRI Segmentation via a Novel Algorithm based on Genetic and Regional Growth
  22 Jul 2019 0 repositories listed
• AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation
  5 Jun 2019 0 repositories listed
• A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods
  4 May 2019 0 repositories listed
• Just-Enough Interaction Approach to Knee MRI Segmentation: Data from the Osteoarthritis Initiative
  10 Mar 2019 0 repositories listed
• Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative
  10 Mar 2019 0 repositories listed
• Brain MRI Segmentation using Rule-Based Hybrid Approach
  12 Feb 2019 0 repositories listed
• Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders
  6 Jan 2019 0 repositories listed
• The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features
  10 Nov 2018 0 repositories listed
• InfiNet: Fully Convolutional Networks for Infant Brain MRI Segmentation
  11 Oct 2018 0 repositories listed
• Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation
  21 Sep 2018 0 repositories listed
• A probabilistic atlas of the human thalamic nuclei combining ex vivo MRI and histology
  22 Jun 2018 0 repositories listed
• Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network
  6 May 2018 0 repositories listed
• Computer-Aided Knee Joint Magnetic Resonance Image Segmentation - A Survey
  13 Feb 2018 0 repositories listed
• MRI Cross-Modality NeuroImage-to-NeuroImage Translation
  22 Jan 2018 0 repositories listed
• Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation
  28 Nov 2017 0 repositories listed
• Isointense infant brain MRI segmentation with a dilated convolutional neural network
  9 Aug 2017 0 repositories listed
• Adversarial training and dilated convolutions for brain MRI segmentation
  11 Jul 2017 0 repositories listed
• ν-net: Deep Learning for Generalized Biventricular Cardiac Mass and Function Parameters
  14 Jun 2017 0 repositories listed
• Brain Tumor Detection Based on Bilateral Symmetry Information
  9 Dec 2014 0 repositories listed
• Brain MRI Segmentation with Fast and Globally Convex Multiphase Active Contours
  28 Aug 2013 0 repositories listed