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Lesion Classification

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Showing 101–150 of 189 papers

TitleStatusHype
Skin Lesion Classification Using Hybrid Deep Neural Networks—0
Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning—0
Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning—0
Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation—0
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification—0
Style transfer-based image synthesis as an efficient regularization technique in deep learning—0
Subgroup Performance Analysis in Hidden Stratifications—0
SuperCon: Supervised Contrastive Learning for Imbalanced Skin Lesion Classification—0
Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification—0
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization—0
The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study—0
Towards Automatic Lesion Classification in the Upper Aerodigestive Tract Using OCT and Deep Transfer Learning Methods—0
Transfer Learning for Melanoma Detection: Participation in ISIC 2017 Skin Lesion Classification Challenge—0
Transformer-based interpretable multi-modal data fusion for skin lesion classification—0
Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention—0
Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification—0
Uncertainty-Aware Deep Learning for Automated Skin Cancer Classification: A Comprehensive Evaluation—0
Unpaired Translation of Chest X-ray Images for Lung Opacity Diagnosis via Adaptive Activation Masks and Cross-Domain Alignment—0
Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge—0
VisualBackProp for learning using privileged information with CNNs—0
Visual Diagnosis of Dermatological Disorders: Human and Machine Performance—0
Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification—0
Webly Supervised Learning for Skin Lesion Classification—0
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach—0
Improving CNN Training using Disentanglement for Liver Lesion Classification in CT—0
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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