UNETR: Transformers for 3D Medical Image Segmentation

• Multiscale segmentation using hierarchical phase-contrast tomography and deep learning

  2026 PLoS Computational Biology article Computer Science Medical Image Segmentation Techniques Open access

  3

  citations
• An interpretable machine learning framework with data-informed imaging biomarkers for diagnosis and prediction of Alzheimer’s disease

  2026 Computerized Medical Imaging and Graphics article Medicine Dementia and Cognitive Impairment Research Open access

  7

  citations
• LHU-Net: A Lean Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Segmentation

  2025 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques

  4

  citations
• Automated Deep Learning–based Segmentation of the Dentate Nucleus Using Quantitative Susceptibility Mapping MRI

  2025 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access

  4

  citations
• Medical Image Segmentation Review: The Success of U-Net

  2024 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Medical Image Segmentation Techniques cited by 1 patent

  925

  citations
• Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

  2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent

  248

  citations
• Advances in medical image analysis with vision Transformers: A comprehensive review

  2023 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques

  482

  citations
• AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge

  2023 IEEE Transactions on Medical Imaging article Medicine Retinal Imaging and Analysis Open access cited by 1 patent

  89

  citations
• Open-source skull reconstruction with MONAI

  2023 SoftwareX software-paper Engineering Anatomy and Medical Technology Open access

  4

  citations
• Analyzing components of a transformer under different dataset scales in 3D prostate CT segmentation

  2023 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques

  0

  citations
• HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation

  2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Medical Image Segmentation Techniques

  526

  citations
• Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection

  2023 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications Open access

  30

  citations
• Contextual Attention Network: Transformer Meets U-Net

  2022 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent

  103

  citations
• TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model

  2022 IEEE Access article Computer Science Medical Image Segmentation Techniques Open access

  144

  citations
• TransDeepLab: Convolution-Free Transformer-Based DeepLab v3+ for Medical Image Segmentation

  2022 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent

  169

  citations

15 results