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Skin Lesion Classification

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Showing 101–125 of 130 papers

TitleStatusHype
Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification—0
Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics—0
CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification—0
Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness—0
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis—0
Data-Driven Deep Supervision for Skin Lesion Classification—0
Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning—0
Deep learning and classical computer vision techniques in medical image analysis: Case studies on brain MRI tissue segmentation, lung CT COPD registration, and skin lesion classification—0
Deep Learning for Skin Lesion Classification—0
Deep neural network ensemble by data augmentation and bagging for skin lesion classification—0
Dermoscopic Image Classification with Neural Style Transfer—0
Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework—0
Diagnosis of Skin Cancer Using VGG16 and VGG19 Based Transfer Learning Models—0
Difficulty-aware Meta-learning for Rare Disease Diagnosis—0
Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers—0
Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification—0
Enhancing Skin Lesion Diagnosis with Ensemble Learning—0
Enhancing the Generalization Capability of Skin Lesion Classification Models with Active Domain Adaptation Methods—0
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
Evidential Federated Learning for Skin Lesion Image Classification—0
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification—0
FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation—0
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust—0
Flexible Sampling for Long-tailed Skin Lesion Classification—0
Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis—0
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