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Lesion Segmentation

Lesion segmentation is the task of segmenting out lesions from other objects in medical based images.

( Image credit: D-UNet )

Papers

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Showing 576–600 of 640 papers

TitleStatusHype
Enhancing the Extraction of Interpretable Information for Ischemic Stroke Imaging from Deep Neural NetworksCode0
Enhancing Lesion Segmentation in PET/CT Imaging with Deep Learning and Advanced Data Preprocessing TechniquesCode0
Enhancing Diagnostic Precision in Gastric Bleeding through Automated Lesion Segmentation: A Deep DuS-KFCM ApproachCode0
MDA-Net: Multiscale dual attention-based network for breast lesion segmentation using ultrasound imagesCode0
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion SegmentationCode0
Automatic Skin Lesion Segmentation Using GrabCut in HSV Colour SpaceCode0
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical SegmentationCode0
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentationCode0
Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion SegmentationCode0
Stroke Lesion Segmentation using Multi-Stage Cross-Scale AttentionCode0
Self-Supervised Few-Shot Learning for Ischemic Stroke Lesion SegmentationCode0
Stroke Lesion Segmentation with Visual Cortex Anatomy Alike Neural NetsCode0
Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III ChallengeCode0
Modality-Independent Brain Lesion Segmentation with Privacy-aware Continual LearningCode0
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical ImagesCode0
DTP-Net: A convolutional neural network model to predict threshold for localizing the lesions on dermatological macro-imagesCode0
Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion SegmentationCode0
DSNet: Automatic Dermoscopic Skin Lesion SegmentationCode0
Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic DataCode0
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion SegmentationCode0
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and ClassificationCode0
Structure-Aware Stylized Image Synthesis for Robust Medical Image SegmentationCode0
Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher ModelCode0
Semi-Supervised Deep Learning for Fully Convolutional NetworksCode0
Development of RLK-Unet: a clinically favorable deep learning algorithm for brain metastasis detection and treatment response assessmentCode0
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