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Lesion Classification

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Showing 1–25 of 189 papers

TitleStatusHype
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
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
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