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Lesion Classification

Papers

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Showing 51–100 of 189 papers

TitleStatusHype
Local Lesion Generation is Effective for Capsule Endoscopy Image Data Augmentation in a Limited Data Setting—0
LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion DetectionCode0
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization—0
A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification—0
Enhancing Skin Lesion Diagnosis with Ensemble Learning—0
Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning—0
Non-parametric regularization for class imbalance federated medical image classificationCode0
Pay Less On Clinical Images: Asymmetric Multi-Modal Fusion Method For Efficient Multi-Label Skin Lesion Classification—0
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification—0
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion ClassificationCode0
Reducing Bias in Pre-trained Models by Tuning while Penalizing Change—0
Diagnosis of Skin Cancer Using VGG16 and VGG19 Based Transfer Learning Models—0
Single-Shared Network with Prior-Inspired Loss for Parameter-Efficient Multi-Modal Imaging Skin Lesion Classification—0
Leveraging Spatial and Semantic Feature Extraction for Skin Cancer Diagnosis with Capsule Networks and Graph Neural Networks—0
Analysis of the Two-Step Heterogeneous Transfer Learning for Laryngeal Blood Vessel Classification: Issue and Improvement—0
SDR-Former: A Siamese Dual-Resolution Transformer for Liver Lesion Classification Using 3D Multi-Phase Imaging—0
Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration—0
Coronary Artery Disease Classification with Different Lesion Degree Ranges based on Deep Learning—0
CADICA: a new dataset for coronary artery disease detection by using invasive coronary angiography—0
Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification—0
Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion ClassificationCode0
Multi-task Explainable Skin Lesion Classification—0
Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images—0
Advances in Kidney Biopsy Lesion Assessment through Dense Instance Segmentation—0
Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification—0
Revisiting Skin Tone Fairness in Dermatological Lesion ClassificationCode0
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion ClassificationCode0
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification—0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis—0
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images—0
The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study—0
FCA: Taming Long-tailed Federated Medical Image Classification by Classifier AnchoringCode0
Semi-Supervised Relational Contrastive Learning—0
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust—0
Transformer-based interpretable multi-modal data fusion for skin lesion classification—0
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent DataCode0
A New Perspective to Boost Vision Transformer for Medical Image Classification—0
3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI—0
A Fair Loss Function for Network PruningCode0
RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging—0
Data-Driven Deep Supervision for Skin Lesion Classification—0
A survey, review, and future trends of skin lesion segmentation and classification—0
EfficientNet for Brain-Lesion classification—0
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
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