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Lesion Classification

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Showing 51–75 of 189 papers

TitleStatusHype
Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient AlignmentCode1
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
ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion ClassificationCode1
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images—0
Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis—0
The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study—0
DualAttNet: Synergistic Fusion of Image-level and Fine-Grained Disease Attention for Multi-Label Lesion Detection in Chest X-raysCode1
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image RecognitionCode1
Discover and Cure: Concept-aware Mitigation of Spurious CorrelationCode1
FCA: Taming Long-tailed Federated Medical Image Classification by Classifier AnchoringCode0
Semi-Supervised Relational Contrastive Learning—0
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
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
Association Graph Learning for Multi-Task Classification with Category ShiftsCode1
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