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Lesion Classification

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Showing 51–75 of 189 papers

TitleStatusHype
Local Lesion Generation is Effective for Capsule Endoscopy Image Data Augmentation in a Limited Data Setting—0
LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion DetectionCode0
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization—0
A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification—0
Enhancing Skin Lesion Diagnosis with Ensemble Learning—0
Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning—0
Non-parametric regularization for class imbalance federated medical image classificationCode0
Pay Less On Clinical Images: Asymmetric Multi-Modal Fusion Method For Efficient Multi-Label Skin Lesion Classification—0
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification—0
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion ClassificationCode0
Reducing Bias in Pre-trained Models by Tuning while Penalizing Change—0
Diagnosis of Skin Cancer Using VGG16 and VGG19 Based Transfer Learning Models—0
Single-Shared Network with Prior-Inspired Loss for Parameter-Efficient Multi-Modal Imaging Skin Lesion Classification—0
Leveraging Spatial and Semantic Feature Extraction for Skin Cancer Diagnosis with Capsule Networks and Graph Neural Networks—0
Analysis of the Two-Step Heterogeneous Transfer Learning for Laryngeal Blood Vessel Classification: Issue and Improvement—0
SDR-Former: A Siamese Dual-Resolution Transformer for Liver Lesion Classification Using 3D Multi-Phase Imaging—0
Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration—0
CADICA: a new dataset for coronary artery disease detection by using invasive coronary angiography—0
Coronary Artery Disease Classification with Different Lesion Degree Ranges based on Deep Learning—0
Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification—0
Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion ClassificationCode0
Multi-task Explainable Skin Lesion Classification—0
Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images—0
Advances in Kidney Biopsy Lesion Assessment through Dense Instance Segmentation—0
Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification—0
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