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| NCL-SM: A Fully Annotated Dataset of Images from Human Skeletal Muscle Biopsies | Nov 25, 2023 | Segmentation | CodeCode Available | 0 |
| A Novel Dataset and a Deep Learning Method for Mitosis Nuclei Segmentation and Classification | Dec 27, 2022 | Segmentation | CodeCode Available | 0 |
| AMD-HookNet for Glacier Front Segmentation | Feb 6, 2023 | Calving Front Delineation In Synthetic Aperture Radar ImageryCalving Front Delineation In Synthetic Aperture Radar Imagery With Fixed Training Amount | CodeCode Available | 0 |
| Deep Learning for Longitudinal Gross Tumor Volume Segmentation in MRI-Guided Adaptive Radiotherapy for Head and Neck Cancer | Dec 1, 2024 | SegmentationTask 2 | CodeCode Available | 0 |
| LSMVOS: Long-Short-Term Similarity Matching for Video Object | Sep 2, 2020 | ObjectOptical Flow Estimation | CodeCode Available | 0 |
| Deep Learning for ECG Segmentation | Jan 14, 2020 | Deep LearningSegmentation | CodeCode Available | 0 |
| Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation | Jun 8, 2016 | 3D ArchitectureDeep Learning | CodeCode Available | 0 |
| A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor Segmentation | Jun 8, 2023 | Brain Tumor SegmentationObject Localization | CodeCode Available | 0 |
| LSSED: A Robust Segmentation Network for Inflamed Appendix from CT Images | May 5, 2023 | DecoderManagement | CodeCode Available | 0 |
| Deep Learning-Based Semantic Segmentation of Microscale Objects | Jul 3, 2019 | Deep LearningSegmentation | CodeCode Available | 0 |
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| Multi-body SE(3) Equivariance for Unsupervised Rigid Segmentation and Motion Estimation | Jun 8, 2023 | Computational EfficiencyMotion Estimation | CodeCode Available | 0 |
| A Novel Approach for Image Segmentation based on Histograms computed from Hue-data | Jul 30, 2017 | General ClassificationImage Segmentation | CodeCode Available | 0 |
| One Shot is Enough for Sequential Infrared Small Target Segmentation | Aug 9, 2024 | One-Shot SegmentationSegmentation | CodeCode Available | 0 |
| Multi-Candidate Word Segmentation using Bi-directional LSTM Neural Networks | May 7, 2018 | SegmentationThai Word Segmentation | CodeCode Available | 0 |
| A Novel Adaptive Deep Network for Building Footprint Segmentation | Feb 27, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Brain tumour segmentation using a triplanar ensemble of U-Nets | May 24, 2021 | Brain Tumor SegmentationSegmentation | CodeCode Available | 0 |
| Brain Tumor Segmentation using Enhanced U-Net Model with Empirical Analysis | Oct 24, 2022 | Brain Tumor SegmentationDecoder | CodeCode Available | 0 |
| Inferring the Class Conditional Response Map for Weakly Supervised Semantic Segmentation | Oct 27, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Lucid Data Dreaming for Video Object Segmentation | Mar 28, 2017 | Multiple Object TrackingObject | CodeCode Available | 0 |
| One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data | Jul 27, 2023 | Brain Image SegmentationImage Registration | CodeCode Available | 0 |
| Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice Loss | Dec 25, 2017 | Binary ClassificationBrain Tumor Segmentation | CodeCode Available | 0 |
| Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal MRI | Sep 6, 2024 | Image RegistrationPancreas Segmentation | CodeCode Available | 0 |
| SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR Sequences | Apr 2, 2019 | 3D Semantic SegmentationScene Understanding | CodeCode Available | 0 |
| Multi-channel MRI Embedding: An EffectiveStrategy for Enhancement of Human Brain WholeTumor Segmentation | Sep 13, 2020 | SegmentationTumor Segmentation | CodeCode Available | 0 |
| Multichannel Semantic Segmentation with Unsupervised Domain Adaptation | Dec 11, 2018 | Domain AdaptationSegmentation | CodeCode Available | 0 |
| LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-Net | Aug 30, 2019 | GPUSegmentation | CodeCode Available | 0 |
| Deep Learning Based Segmentation of Various Brain Lesions for Radiosurgery | Jul 22, 2020 | Deep LearningSegmentation | CodeCode Available | 0 |
| Deep Learning-based Four-region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis | Sep 26, 2020 | COVID-19 DiagnosisSegmentation | CodeCode Available | 0 |
| LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images | Sep 11, 2023 | Active LearningArtery/Veins Retinal Vessel Segmentation | CodeCode Available | 0 |
| Information-Theoretic Segmentation by Inpainting Error Maximization | Dec 14, 2020 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints | Jan 25, 2024 | Decision MakingSegmentation | CodeCode Available | 0 |
| Infrastructure Crack Segmentation: Boundary Guidance Method and Benchmark Dataset | Jun 15, 2023 | Crack SegmentationSegmentation | CodeCode Available | 0 |
| Brain Tumor Segmentation Based on Deep Learning, Attention Mechanisms, and Energy-Based Uncertainty Prediction | Dec 31, 2023 | Brain Tumor SegmentationSegmentation | CodeCode Available | 0 |
| Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation | Jul 30, 2019 | Deep LearningImage Segmentation | CodeCode Available | 0 |
| Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation | Jul 31, 2024 | Image SegmentationPrompt Learning | CodeCode Available | 0 |
| A Masked Segmental Language Model for Unsupervised Natural Language Segmentation | Apr 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction | Jul 20, 2018 | Brain Tumor SegmentationPrediction | CodeCode Available | 0 |
| One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks | Mar 19, 2025 | DecoderSegmentation | CodeCode Available | 0 |
| Deep Learning Architectures for Diagnosis of Diabetic Retinopathy | Mar 31, 2023 | Deep LearningImage Segmentation | CodeCode Available | 0 |
| One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention Mechanism | Feb 19, 2021 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 0 |
| Brain Atlas Guided Attention U-Net for White Matter Hyperintensity Segmentation | Oct 19, 2020 | Segmentation | CodeCode Available | 0 |
| A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis | Aug 12, 2020 | 3D Medical Imaging SegmentationBrain Image Segmentation | CodeCode Available | 0 |
| InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance Segmentation | Jun 30, 2022 | Data AugmentationInstance Segmentation | CodeCode Available | 0 |
| Level set image segmentation with velocity term learned from data with applications to lung nodule segmentation | Oct 8, 2019 | BIG-bench Machine LearningImage Segmentation | CodeCode Available | 0 |
| Deep Leaf Segmentation Using Synthetic Data | Jul 28, 2018 | Instance SegmentationSegmentation | CodeCode Available | 0 |
| InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting | Aug 21, 2019 | Data AugmentationInstance Segmentation | CodeCode Available | 0 |
| A Localization-to-Segmentation Framework for Automatic Tumor Segmentation in Whole-Body PET/CT Images | Sep 11, 2023 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention Mechanism | Feb 19, 2021 | Instance SegmentationSegmentation | CodeCode Available | 0 |