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Lesion Classification

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Showing 126–150 of 189 papers

TitleStatusHype
Improving colonoscopy lesion classification using semi-supervised deep learning—0
Information Gain Sampling for Active Learning in Medical Image Classification—0
Interpreting extracted rules from ensemble of trees: Application to computer-aided diagnosis of breast MRI—0
Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification—0
ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection—0
Joint Dermatological Lesion Classification and Confidence Modeling with Uncertainty Estimation—0
Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity—0
Leveraging Spatial and Semantic Feature Extraction for Skin Cancer Diagnosis with Capsule Networks and Graph Neural Networks—0
Segmentation of Skin Lesions and their Attributes Using Multi-Scale Convolutional Neural Networks and Domain Specific Augmentations—0
Local Lesion Generation is Effective for Capsule Endoscopy Image Data Augmentation in a Limited Data Setting—0
Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification—0
MelanoGANs: High Resolution Skin Lesion Synthesis with GANs—0
Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models—0
Melanoma Recognition with an Ensemble of Techniques for Segmentation and a Structural Analysis for Classification—0
Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis—0
Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images—0
Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks—0
Multiplexed Illumination for Classifying Visually Similar Objects—0
Multi-task Explainable Skin Lesion Classification—0
On the Fairness of Swarm Learning in Skin Lesion Classification—0
Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration—0
Pay Less On Clinical Images: Asymmetric Multi-Modal Fusion Method For Efficient Multi-Label Skin Lesion Classification—0
Properties Of Winning Tickets On Skin Lesion Classification—0
Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge—0
Recent advances and clinical applications of deep learning in medical image analysis—0
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