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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 551–600 of 640 papers

TitleStatusHype
Improving Multiple Sclerosis Lesion Segmentation Across Clinical Sites: A Federated Learning Approach with Noise-Resilient Training—0
Improving Small Lesion Segmentation in CT Scans using Intensity Distribution Supervision: Application to Small Bowel Carcinoid Tumor—0
Input Data Adaptive Learning (IDAL) for Sub-acute Ischemic Stroke Lesion Segmentation—0
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion—0
Integrating Radiomics with Deep Learning Enhances Multiple Sclerosis Lesion Delineation—0
Interactive decision support system for lung cancer segmentation—0
Interactive Segmentation and Report Generation for CT Images—0
Interactive Volumetry Of Liver Ablation Zones—0
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks—0
Investigating certain choices of CNN configurations for brain lesion segmentation—0
Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid Pooling and Focal Loss—0
Ischemic Stroke Lesion Segmentation Using Adversarial Learning—0
ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection—0
ISIC 2017 Skin Lesion Segmentation Using Deep Encoder-Decoder Network—0
ISIC 2018-A Method for Lesion Segmentation—0
ISLES 2024: The first longitudinal multimodal multi-center real-world dataset in (sub-)acute stroke—0
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound—0
Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers—0
Joint Liver Lesion Segmentation and Classification via Transfer Learning—0
k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge—0
Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma Recognition—0
Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations—0
LCAUnet: A skin lesion segmentation network with enhanced edge and body fusion—0
Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets—0
Learning Mutually Local-global U-nets For High-resolution Retinal Lesion Segmentation in Fundus Images—0
Learning to segment anatomy and lesions from disparately labeled sources in brain MRI—0
Lesion-Aware Generative Artificial Intelligence for Virtual Contrast-Enhanced Mammography in Breast Cancer—0
Lesion Conditional Image Generation for Improved Segmentation of Intracranial Hemorrhage from CT Images—0
Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units—0
Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection—0
Lesion Segmentation in Whole-Body Multi-Tracer PET-CT Images; a Contribution to AutoPET 2024 Challenge—0
Lesion segmentation using U-Net network—0
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network—0
Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation—0
Leveraging Anatomical Constraints with Uncertainty for Pneumothorax Segmentation—0
Liver lesion segmentation informed by joint liver segmentation—0
Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI—0
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging—0
LSSF-Net: Lightweight Segmentation with Self-Awareness, Spatial Attention, and Focal Modulation—0
Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis—0
MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation—0
Meta-Analysis of Transfer Learning for Segmentation of Brain Lesions—0
Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks—0
MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation—0
SLSNet: Skin lesion segmentation using a lightweight generative adversarial network—0
MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning—0
Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification—0
Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation—0
Multi-dimension unified Swin Transformer for 3D Lesion Segmentation in Multiple Anatomical Locations—0
Multi-Granularity Vision Fastformer with Fusion Mechanism for Skin Lesion Segmentation—0
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