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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 251–275 of 640 papers

TitleStatusHype
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion ModelsCode0
P-Count: Persistence-based Counting of White Matter Hyperintensities in Brain MRI—0
A Spatial-Temporal Progressive Fusion Network for Breast Lesion Segmentation in Ultrasound Videos—0
Input Data Adaptive Learning (IDAL) for Sub-acute Ischemic Stroke Lesion Segmentation—0
Multi-organ Self-supervised Contrastive Learning for Breast Lesion Segmentation—0
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound—0
3D Lymphoma Segmentation on PET/CT Images via Multi-Scale Information Fusion with Cross-Attention—0
Slicer Networks—0
Development of RLK-Unet: a clinically favorable deep learning algorithm for brain metastasis detection and treatment response assessmentCode0
Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI—0
Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation—0
Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent PredictionCode0
SLP-Net:An efficient lightweight network for segmentation of skin lesions—0
Teeth Localization and Lesion Segmentation in CBCT Images using SpatialConfiguration-Net and U-Net—0
A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data—0
Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion—0
Leveraging Anatomical Constraints with Uncertainty for Pneumothorax Segmentation—0
View it like a radiologist: Shifted windows for deep learning augmentation of CT imagesCode0
A Region of Interest Focused Triple UNet Architecture for Skin Lesion Segmentation—0
Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion SegmentationCode0
GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy—0
Simulation of acquisition shifts in T2 Flair MR images to stress test AI segmentation networks—0
Improving Lesion Segmentation in FDG-18 Whole-Body PET/CT scans using Multilabel approach: AutoPET II challenge—0
IARS SegNet: Interpretable Attention Residual Skip connection SegNet for melanoma segmentation—0
Harmonization-enriched domain adaptation with light fine-tuning for multiple sclerosis lesion segmentation—0
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