| DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT | Sep 16, 2021 | Computed Tomography (CT)Multi-Task Learning | CodeCode Available | 1 |
| Deep Projective 3D Semantic Segmentation | May 9, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DeepMAO: Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite Imagery | Aug 14, 2023 | SegmentationThe Semantic Segmentation Of Remote Sensing Imagery | CodeCode Available | 1 |
| An Instance Segmentation Dataset of Yeast Cells in Microstructures | Apr 15, 2023 | Cell SegmentationImage Segmentation | CodeCode Available | 1 |
| Deep Metric Learning for Open World Semantic Segmentation | Aug 10, 2021 | Autonomous DrivingFew-Shot Learning | CodeCode Available | 1 |
| Deep learning in magnetic resonance prostate segmentation: A review and a new perspective | Nov 16, 2020 | Medical DiagnosisMedical Image Segmentation | CodeCode Available | 1 |
| Camouflaged Object Segmentation with Distraction Mining | Apr 21, 2021 | Camouflaged Object SegmentationDichotomous Image Segmentation | CodeCode Available | 1 |
| Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation | Jul 21, 2020 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation | Jul 21, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation | Sep 22, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI | Sep 23, 2020 | Hyperparameter OptimizationSegmentation | CodeCode Available | 1 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 |
| Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 | Nov 12, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 |
| AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images | May 17, 2023 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets | May 12, 2022 | SegmentationSynthetic Data Generation | CodeCode Available | 1 |
| Delving into Shape-aware Zero-shot Semantic Segmentation | Apr 17, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images | Jul 10, 2021 | ClassificationDiagnostic | CodeCode Available | 1 |
| AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound Images | Apr 26, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets | Jan 2, 2023 | DenoisingSegmentation | CodeCode Available | 1 |
| Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracy | Jul 17, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | Jul 18, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Dense Gaussian Processes for Few-Shot Segmentation | Oct 7, 2021 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation | Aug 21, 2022 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation | Jun 3, 2024 | Disease Predictionimage-classification | CodeCode Available | 1 |
