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Skin Lesion Classification

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TitleStatusHype
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion DiagnosisCode1
Transformer-based interpretable multi-modal data fusion for skin lesion classification—0
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust—0
DiffMIC: Dual-Guidance Diffusion Network for Medical Image ClassificationCode1
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
A New Perspective to Boost Vision Transformer for Medical Image Classification—0
A Fair Loss Function for Network PruningCode0
Association Graph Learning for Multi-Task Classification with Category ShiftsCode1
A deep learning based multimodal fusion model for skin lesion diagnosis using smartphone collected clinical images and metadata—0
Data-Driven Deep Supervision for Skin Lesion Classification—0
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin LesionsCode1
A survey, review, and future trends of skin lesion segmentation and classification—0
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive LearningCode1
Information Gain Sampling for Active Learning in Medical Image Classification—0
Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification—0
Adaptive Personlization in Federated Learning for Highly Non-i.i.d. Data—0
Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion ImagesCode0
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion ClassificationCode0
Flexible Sampling for Long-tailed Skin Lesion Classification—0
SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic ImagesCode1
Deep Multimodal Guidance for Medical Image ClassificationCode1
SuperCon: Supervised Contrastive Learning for Imbalanced Skin Lesion Classification—0
Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion ClassificationCode1
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach—0
FIBA: Frequency-Injection based Backdoor Attack in Medical Image AnalysisCode1
On the Fairness of Swarm Learning in Skin Lesion Classification—0
Fair Conformal Predictors for Applications in Medical ImagingCode0
ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classificationCode1
Dermoscopic Image Classification with Neural Style Transfer—0
Semi-Supervised Federated Peer Learning for Skin Lesion ClassificationCode0
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification—0
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion ClassificationCode1
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary—0
Analysis of skin lesion images with deep learningCode1
Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification—0
Comparative study on different Deep Learning models for Skin Lesion Classification using transfer learning approachCode0
Multiplexed Illumination for Classifying Visually Similar Objects—0
Properties Of Winning Tickets On Skin Lesion Classification—0
Method to Classify Skin Lesions using Dermoscopic imagesCode1
Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification—0
Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis—0
CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification—0
Debiasing Skin Lesion Datasets and Models? Not So FastCode1
Melanoma Detection using Adversarial Training and Deep Transfer LearningCode1
Melanoma Detection using Adversarial Training and Deep Transfer LearningCode1
Causality matters in medical imaging—0
Skin Lesion Classification Using Deep Neural Network—0
Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta DataCode0
An Active Learning Approach for Reducing Annotation Cost in Skin Lesion AnalysisCode0
Difficulty-aware Meta-learning for Rare Disease Diagnosis—0
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