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Lesion Classification

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Showing 101–150 of 189 papers

TitleStatusHype
Fair Conformal Predictors for Applications in Medical ImagingCode0
Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks—0
A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective—0
ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classificationCode1
Joint Dermatological Lesion Classification and Confidence Modeling with Uncertainty Estimation—0
Segmentation and ABCD rule extraction for skin tumors classification—0
Deep Learning Based Analysis of Prostate Cancer from MP-MRI—0
Recent advances and clinical applications of deep learning in medical image analysis—0
Dermoscopic Image Classification with Neural Style Transfer—0
Soft-Attention Improves Skin Cancer Classification PerformanceCode1
Semi-Supervised Federated Peer Learning for Skin Lesion ClassificationCode0
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion ClassificationCode1
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary—0
Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification—0
Comparative study on different Deep Learning models for Skin Lesion Classification using transfer learning approachCode0
SkiNet: A Deep Learning Solution for Skin Lesion Diagnosis with Uncertainty Estimation and Explainability—0
Multiplexed Illumination for Classifying Visually Similar Objects—0
Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound—0
Applying a random projection algorithm to optimize machine learning model for breast lesion classification—0
Improving colonoscopy lesion classification using semi-supervised deep learning—0
Properties Of Winning Tickets On Skin Lesion Classification—0
Method to Classify Skin Lesions using Dermoscopic imagesCode1
Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification—0
Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis—0
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-ConsistencyCode1
Less is More: Sample Selection and Label Conditioning Improve Skin Lesion SegmentationCode0
Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models—0
CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification—0
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
Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries using Deep Learning with MRI Images—0
Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention—0
Learn to Segment Retinal Lesions and BeyondCode0
Causality matters in medical imaging—0
Skin Lesion Classification Using Deep Neural Network—0
Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models—0
Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta DataCode0
An Active Learning Approach for Reducing Annotation Cost in Skin Lesion AnalysisCode0
Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks—0
Hierarchical Fine-Tuning for joint Liver Lesion Segmentation and Lesion Classification in CT—0
Difficulty-aware Meta-learning for Rare Disease Diagnosis—0
Handling Inter-Annotator Agreement for Automated Skin Lesion SegmentationCode0
Visual Diagnosis of Dermatological Disorders: Human and Machine Performance—0
Style transfer-based image synthesis as an efficient regularization technique in deep learning—0
TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification—0
Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss WeightingCode0
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and ClassificationCode0
Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation—0
Towards Automatic Lesion Classification in the Upper Aerodigestive Tract Using OCT and Deep Transfer Learning Methods—0
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