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Skin Lesion Classification

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Showing 1–50 of 130 papers

TitleStatusHype
Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion ClassificationCode1
SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic ImagesCode1
ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classificationCode1
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive LearningCode1
Debiasing Skin Lesion Datasets and Models? Not So FastCode1
Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient AlignmentCode1
Method to Classify Skin Lesions using Dermoscopic imagesCode1
FIBA: Frequency-Injection based Backdoor Attack in Medical Image AnalysisCode1
Discover and Cure: Concept-aware Mitigation of Spurious CorrelationCode1
Analysis of skin lesion images with deep learningCode1
BiasPruner: Debiased Continual Learning for Medical Image ClassificationCode1
Association Graph Learning for Multi-Task Classification with Category ShiftsCode1
Melanoma Detection using Adversarial Training and Deep Transfer LearningCode1
Deep Multimodal Guidance for Medical Image ClassificationCode1
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image RecognitionCode1
Melanoma Detection using Adversarial Training and Deep Transfer LearningCode1
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion ClassificationCode1
Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language ModelsCode1
ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion ClassificationCode1
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion DiagnosisCode1
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin LesionsCode1
DiffMIC: Dual-Guidance Diffusion Network for Medical Image ClassificationCode1
Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge—0
A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification—0
Adaptive Personlization in Federated Learning for Highly Non-i.i.d. Data—0
A New Perspective to Boost Vision Transformer for Medical Image 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
CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification—0
A Dense CNN approach for skin lesion classification—0
Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics—0
Enhancing Skin Lesion Diagnosis with Ensemble Learning—0
Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification—0
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification—0
FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation—0
Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification—0
Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers—0
TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification—0
A Deep Multi-task Learning Approach to Skin Lesion Classification—0
Difficulty-aware Meta-learning for Rare Disease Diagnosis—0
Diagnosis of Skin Cancer Using VGG16 and VGG19 Based Transfer Learning Models—0
Causality matters in medical imaging—0
Evidential Federated Learning for Skin Lesion Image Classification—0
Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework—0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
Dermoscopic Image Classification with Neural Style Transfer—0
Enhancing the Generalization Capability of Skin Lesion Classification Models with Active Domain Adaptation Methods—0
Deep neural network ensemble by data augmentation and bagging for skin lesion classification—0
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