| Auto-Compressing Subset Pruning for Semantic Image Segmentation | Jan 26, 2022 | channel selectionImage Segmentation | CodeCode Available | 1 | 5 |
| CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths | May 28, 2024 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| Automated Muscle and Fat Segmentation in Computed Tomography for Comprehensive Body Composition Analysis | Feb 13, 2025 | Segmentation | CodeCode Available | 1 | 5 |
| Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks | Sep 3, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Annotation-efficient deep learning for automatic medical image segmentation | Dec 9, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model | Sep 20, 2024 | Image CaptioningPanoptic Segmentation | CodeCode Available | 1 | 5 |
| Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learning | Dec 22, 2023 | Segmentation | CodeCode Available | 1 | 5 |
| Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networks | Mar 29, 2021 | Action SegmentationSegmentation | CodeCode Available | 1 | 5 |
| From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation | Mar 3, 2025 | BenchmarkingComputational Efficiency | CodeCode Available | 1 | 5 |
| Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRI | Aug 9, 2021 | Deep LearningSegmentation | CodeCode Available | 1 | 5 |
| CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision | Mar 3, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Automated segmentation and morphological characterization of placental histology images based on a single labeled image | Oct 7, 2022 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Automated segmentation of lesions and organs at risk on [68Ga]Ga-PSMA-11 PET/CT images using self-supervised learning with Swin UNETR | Feb 29, 2024 | DecoderMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception | Sep 12, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism | Feb 10, 2021 | Computed Tomography (CT)Decoder | CodeCode Available | 1 | 5 |
| 1st Place Solution for PVUW Challenge 2023: Video Panoptic Segmentation | Jun 7, 2023 | Autonomous DrivingPanoptic Segmentation | CodeCode Available | 1 | 5 |
| AISFormer: Amodal Instance Segmentation with Transformer | Oct 12, 2022 | Amodal Instance SegmentationDecoder | CodeCode Available | 1 | 5 |
| Automatic skin lesion segmentation on dermoscopic images by the means of superpixel merging | Aug 21, 2018 | Lesion SegmentationSegmentation | CodeCode Available | 1 | 5 |
| AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks | Nov 3, 2017 | Segmentation | CodeCode Available | 1 | 5 |
| Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem | Jan 31, 2020 | AnatomyDiversity | CodeCode Available | 1 | 5 |
| Automatic Segmentation of Gross Target Volume of Nasopharynx Cancer using Ensemble of Multiscale Deep Neural Networks with Spatial Attention | Jan 27, 2021 | Segmentation | CodeCode Available | 1 | 5 |
| CT Liver Segmentation via PVT-based Encoding and Refined Decoding | Jan 17, 2024 | DecoderLiver Segmentation | CodeCode Available | 1 | 5 |
| A Joint Graph and Image Convolution Network for Automatic Brain Tumor Segmentation | Sep 12, 2021 | Brain Tumor SegmentationGraph Neural Network | CodeCode Available | 1 | 5 |
| Autoencoder-based background reconstruction and foreground segmentation with background noise estimation | Dec 15, 2021 | Foreground SegmentationSegmentation | CodeCode Available | 1 | 5 |
