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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 551–575 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
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