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Lesion Classification

Papers

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Showing 1–50 of 189 papers

TitleStatusHype
Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image ClassificationCode2
Discover and Cure: Concept-aware Mitigation of Spurious CorrelationCode1
DiffMIC: Dual-Guidance Diffusion Network for Medical Image ClassificationCode1
Soft-Attention Improves Skin Cancer Classification PerformanceCode1
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image RecognitionCode1
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin LesionsCode1
ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classificationCode1
Melanoma Detection using Adversarial Training and Deep Transfer LearningCode1
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion ClassificationCode1
Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language ModelsCode1
MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and ClassificationCode1
BiasPruner: Debiased Continual Learning for Medical Image ClassificationCode1
DualAttNet: Synergistic Fusion of Image-level and Fine-Grained Disease Attention for Multi-Label Lesion Detection in Chest X-raysCode1
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion DiagnosisCode1
Method to Classify Skin Lesions using Dermoscopic imagesCode1
ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion ClassificationCode1
FixCaps: An Improved Capsules Network for Diagnosis of Skin CancerCode1
Melanoma Detection using Adversarial Training and Deep Transfer LearningCode1
Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived ClassificationCode1
Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient AlignmentCode1
SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic ImagesCode1
Deep Multimodal Guidance for Medical Image ClassificationCode1
Debiasing Skin Lesion Datasets and Models? Not So FastCode1
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-ConsistencyCode1
Association Graph Learning for Multi-Task Classification with Category ShiftsCode1
Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion ClassificationCode1
FIBA: Frequency-Injection based Backdoor Attack in Medical Image AnalysisCode1
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive LearningCode1
A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound VideosCode1
Causality matters in medical imaging—0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models—0
CADICA: a new dataset for coronary artery disease detection by using invasive coronary angiography—0
Analysis of the Two-Step Heterogeneous Transfer Learning for Laryngeal Blood Vessel Classification: Issue and Improvement—0
A Deep Multi-task Learning Approach to Skin Lesion Classification—0
Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks—0
Added value of morphological features to breast lesion diagnosis in ultrasound—0
A Vision-Language Model for Focal Liver Lesion Classification—0
Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound—0
A Multi-Level Deep Ensemble Model for Skin Lesion Classification in Dermoscopy Images—0
TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification—0
Difficulty-aware Meta-learning for Rare Disease Diagnosis—0
Deep Learning for Skin Lesion Classification—0
A Lightweight U-Net Model for Accurate Skin Lesion Segmentation—0
Deep Learning Based Analysis of Prostate Cancer from MP-MRI—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 neural network ensemble by data augmentation and bagging for skin lesion classification—0
Deep Task-Based Beamforming and Channel Data Augmentations for Enhanced Ultrasound Imaging—0
Dermoscopic Image Classification with Neural Style Transfer—0
3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI—0
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