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Skin Lesion Classification

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TitleStatusHype
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
Skin Lesion Classification using Class Activation Map—0
Skin Lesion Classification Using Deep Multi-scale Convolutional Neural Networks—0
Skin Lesion Classification Using Deep Neural Network—0
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
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 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
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
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
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
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
Fusion of Foundation and Vision Transformer Model Features for Dermatoscopic Image Classification—0
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging—0
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images—0
Hierarchical Vision Transformer with Prototypes for Interpretable Medical Image Classification—0
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach—0
Information Gain Sampling for Active Learning in Medical Image Classification—0
Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification—0
Leveraging Spatial and Semantic Feature Extraction for Skin Cancer Diagnosis with Capsule Networks and Graph Neural Networks—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
Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution—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
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
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