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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 201–250 of 640 papers

TitleStatusHype
SegHeD: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints—0
3DPX: Single Panoramic X-ray Analysis Guided by 3D Oral Structure Reconstruction—0
XAI-ResUNet: Analysing the Impact of Pre-training in ResUNet Architectures for Multiple Sclerosis Lesion Segmentation using EigenGradCAMCode0
Grading and Anomaly Detection for Automated Retinal Image Analysis using Deep Learning—0
Lesion Segmentation in Whole-Body Multi-Tracer PET-CT Images; a Contribution to AutoPET 2024 Challenge—0
Data Diet: Can Trimming PET/CT Datasets Enhance Lesion Segmentation?Code0
AutoPETIII: The Tracer Frontier. What Frontier?—0
AutoPET III Challenge: PET/CT Semantic Segmentation—0
AutoPET III Challenge: Tumor Lesion Segmentation using ResEnc-Model Ensemble—0
Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CTCode0
AutoPET Challenge III: Testing the Robustness of Generalized Dice Focal Loss trained 3D Residual UNet for FDG and PSMA Lesion Segmentation from Whole-Body PET/CT ImagesCode0
Data-Centric Strategies for Overcoming PET/CT Heterogeneity: Insights from the AutoPET III Lesion Segmentation ChallengeCode0
Enhancing Lesion Segmentation in PET/CT Imaging with Deep Learning and Advanced Data Preprocessing TechniquesCode0
Automated Lesion Segmentation in Whole-Body PET/CT in a multitracer settingCode0
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion SegmentationCode0
AutoPET Challenge: Tumour Synthesis for Data Augmentation—0
Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III ChallengeCode0
AD-Net: Attention-based dilated convolutional residual network with guided decoder for robust skin lesion segmentation—0
LSSF-Net: Lightweight Segmentation with Self-Awareness, Spatial Attention, and Focal Modulation—0
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging—0
Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge GuidanceCode0
Interactive decision support system for lung cancer segmentation—0
Exploiting XAI maps to improve MS lesion segmentation and detection in MRI—0
ISLES 2024: The first longitudinal multimodal multi-center real-world dataset in (sub-)acute stroke—0
TESL-Net: A Transformer-Enhanced CNN for Accurate Skin Lesion Segmentation—0
Lesion-aware network for diabetic retinopathy diagnosisCode0
Segmenting Small Stroke Lesions with Novel Labeling StrategiesCode0
Segmentation Style Discovery: Application to Skin Lesion ImagesCode0
S-SYNTH: Knowledge-Based, Synthetic Generation of Skin ImagesCode0
GLAM: Glomeruli Segmentation for Human Pathological Lesions using Adapted Mouse Model—0
Navigating Uncertainty in Medical Image Segmentation—0
Panoptic Segmentation of Mammograms with Text-To-Image Diffusion Model—0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports—0
Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification—0
TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM—0
Self-supervised Brain Lesion Generation for Effective Data Augmentation of Medical Images—0
Skip and Skip: Segmenting Medical Images with Prompts—0
Towards AI Lesion Tracking in PET/CT Imaging: A Siamese-based CNN Pipeline applied on PSMA PET/CT Scans—0
Instance-level quantitative saliency in multiple sclerosis lesion segmentationCode0
Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers—0
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation—0
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion SegmentationCode0
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical ImagesCode0
An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical ImagesCode0
Dose-aware Diffusion Model for 3D PET Image Denoising: Multi-institutional Validation with Reader Study and Real Low-dose Data—0
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment—0
Multi-target and multi-stage liver lesion segmentation and detection in multi-phase computed tomography scans—0
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion—0
Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous MalformationsCode0
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