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Lesion Classification

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Showing 1–50 of 189 papers

TitleStatusHype
Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image ClassificationCode2
BiasPruner: Debiased Continual Learning for Medical Image ClassificationCode1
Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived ClassificationCode1
Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language ModelsCode1
Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient AlignmentCode1
ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion ClassificationCode1
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
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion DiagnosisCode1
DiffMIC: Dual-Guidance Diffusion Network for Medical Image ClassificationCode1
Association Graph Learning for Multi-Task Classification with Category ShiftsCode1
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin LesionsCode1
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive LearningCode1
A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound VideosCode1
FixCaps: An Improved Capsules Network for Diagnosis of Skin CancerCode1
SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic ImagesCode1
Deep Multimodal Guidance for Medical Image ClassificationCode1
Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion ClassificationCode1
MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and ClassificationCode1
FIBA: Frequency-Injection based Backdoor Attack in Medical Image AnalysisCode1
ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classificationCode1
Soft-Attention Improves Skin Cancer Classification PerformanceCode1
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion ClassificationCode1
Method to Classify Skin Lesions using Dermoscopic imagesCode1
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-ConsistencyCode1
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
Uncertainty-Aware Deep Learning for Automated Skin Cancer Classification: A Comprehensive Evaluation—0
Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning—0
Fusion of Foundation and Vision Transformer Model Features for Dermatoscopic Image Classification—0
Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers—0
A Vision-Language Model for Focal Liver Lesion Classification—0
A Lightweight U-Net Model for Accurate Skin Lesion Segmentation—0
Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics—0
Unpaired Translation of Chest X-ray Images for Lung Opacity Diagnosis via Adaptive Activation Masks and Cross-Domain Alignment—0
FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation—0
Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework—0
Subgroup Performance Analysis in Hidden Stratifications—0
Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions—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
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Spatio-temporal collaborative multiple-stream transformer network for liver lesion classification on multiple-sequence magnetic resonance imagingCode0
Hierarchical Vision Transformer with Prototypes for Interpretable Medical Image Classification—0
Deep Task-Based Beamforming and Channel Data Augmentations for Enhanced Ultrasound Imaging—0
ProjectedEx: Enhancing Generation in Explainable AI for Prostate CancerCode0
A Cascaded Dilated Convolution Approach for Mpox Lesion ClassificationCode0
Enhancing the Generalization Capability of Skin Lesion Classification Models with Active Domain Adaptation Methods—0
Evidential Federated Learning for Skin Lesion Image Classification—0
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