Conditional Random Fields as Recurrent Neural Networks Feb 11, 2015 Image Segmentation Real-Time Semantic Segmentation
Code Code Available 5 MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation Mar 18, 2024 Data Augmentation Domain Generalization
Code Code Available 5 MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation Apr 7, 2025 Contrastive Learning Diagnostic
Code Code Available 5 MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation Sep 21, 2023 Domain Adaptation Image Segmentation
Code Code Available 5 DDU-Net: A Domain Decomposition-Based CNN for High-Resolution Image Segmentation on Multiple GPUs Jul 31, 2024 Decoder Image Segmentation
Code Code Available 5 MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation May 10, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation Jul 5, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization Sep 6, 2023 Image Augmentation Image Segmentation
Code Code Available 5 Computer vision for liquid samples in hospitals and medical labs using hierarchical image segmentation and relations prediction May 4, 2021 Image Segmentation Semantic Segmentation
Code Code Available 5 A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems Sep 1, 2019 Image Segmentation Interactive Segmentation
Code Code Available 5 MLP-GAN for Brain Vessel Image Segmentation Jul 17, 2022 Generative Adversarial Network Image Segmentation
Code Code Available 5 Multi-label Cloud Segmentation Using a Deep Network Mar 15, 2019 Cloud Detection Image Segmentation
Code Code Available 5 MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning Oct 21, 2019 Data Augmentation Image Segmentation
Code Code Available 5 Comprehensive Multi-Modal Interactions for Referring Image Segmentation Apr 21, 2021 Image Segmentation Referring Expression Segmentation
Code Code Available 5 A segmentation method of airway from chest CT image based on Vgg-Unet neural network Dec 6, 2022 Image Segmentation Segmentation
Code Code Available 5 Compositional Segmentation of Cardiac Images Leveraging Metadata Oct 30, 2024 Image Segmentation Segmentation
Code Code Available 5 Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation Mar 14, 2025 Image Segmentation Lesion Segmentation
Code Code Available 5 Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels Sep 27, 2022 Anatomy Contrastive Learning
Code Code Available 5 Microstructural segmentation using a union of attention guided U-Net models with different color transformed images Apr 7, 2023 2D Semantic Segmentation Image Segmentation
Code Code Available 5 M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient Supervision Dec 14, 2022 Brain Tumor Segmentation Domain Adaptation
Code Code Available 5 Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis Aug 18, 2023 Image Segmentation Segmentation
Code Code Available 5 Competing for pixels: a self-play algorithm for weakly-supervised segmentation May 26, 2024 Binary Classification Image Segmentation
Code Code Available 5 Mimic and Fool: A Task Agnostic Adversarial Attack Jun 11, 2019 Adversarial Attack Image Captioning
Code Code Available 5 MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation Sep 18, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Meta-Learning Initializations for Image Segmentation Dec 13, 2019 Bayesian Optimization Few-Shot Image Classification
Code Code Available 5 Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation May 11, 2023 image-classification Image Classification
Code Code Available 5 MELAGE: A purely python based Neuroimaging software (Neonatal) Sep 12, 2023 Deep Learning Image Segmentation
Code Code Available 5 Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer Dec 18, 2024 Image Segmentation Medical Image Analysis
Code Code Available 5 Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images May 31, 2022 GPU Image Segmentation
Code Code Available 5 Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation May 8, 2018 Image Segmentation Medical Image Segmentation
Code Code Available 5 A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation Apr 16, 2020 Decoder Image Segmentation
Code Code Available 5 Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation Sep 5, 2016 3D Medical Imaging Segmentation Image Segmentation
Code Code Available 5 Metrics Revolutions: Groundbreaking Insights into the Implementation of Metrics for Biomedical Image Segmentation Oct 3, 2024 Image Segmentation Semantic Segmentation
Code Code Available 5 Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training Sep 21, 2023 Contrastive Learning Decoder
Code Code Available 5 Medical Image Segmentation Using Deep Learning: A Survey Sep 28, 2020 Data Augmentation Deep Learning
Code Code Available 5 Medical Image Segmentation Using Directional Window Attention Jun 25, 2024 Cell Segmentation Diagnostic
Code Code Available 5 MedAI: Transparency in Medical Image Segmentation Nov 1, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Mar 28, 2025 Anatomy Clustering
Code Code Available 5 Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis Sep 7, 2024 Data Augmentation Domain Generalization
Code Code Available 5 Color-Quality Invariance for Robust Medical Image Segmentation Feb 11, 2025 Domain Generalization Image Segmentation
Code Code Available 5 MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image Segmentation Feb 24, 2025 Hyperspectral Image Segmentation Image Segmentation
Code Code Available 5 MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts Jul 8, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 5 MBIS: Multivariate Bayesian Image Segmentation Tool Apr 2, 2014 Clustering Image Segmentation
Code Code Available 5 3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation Jun 27, 2018 GPU Image Segmentation
Code Code Available 5 Mci-net: multi-scale context integrated network for liver ct image segmentation May 3, 2023 2D Semantic Segmentation Image Segmentation
Code Code Available 5 MASNet: A Robust Deep Marine Animal Segmentation Network May 1, 2023 Data Augmentation Image Segmentation
Code Code Available 5 [MASK] is All You Need Dec 9, 2024 All Image Segmentation
Code Code Available 5 AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge Oct 7, 2023 Anatomy Computed Tomography (CT)
Code Code Available 5 Coarse-to-Fine Lifted MAP Inference in Computer Vision Jul 22, 2017 Image Segmentation Semantic Segmentation
Code Code Available 5 Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image Preprocessing Jun 25, 2024 Decoder Image Reconstruction
Code Code Available 5 