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Lesion Classification

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Showing 51–100 of 189 papers

TitleStatusHype
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification—0
FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation—0
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust—0
Flexible Sampling for Long-tailed Skin Lesion Classification—0
Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis—0
Fusion of Foundation and Vision Transformer Model Features for Dermatoscopic Image Classification—0
GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification—0
GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification—0
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging—0
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images—0
Hierarchical Fine-Tuning for joint Liver Lesion Segmentation and Lesion Classification in CT—0
Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries using Deep Learning with MRI Images—0
Hierarchical Vision Transformer with Prototypes for Interpretable Medical Image Classification—0
HoVer-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images—0
Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning—0
Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound—0
3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI—0
A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective—0
Adaptive Personlization in Federated Learning for Highly Non-i.i.d. Data—0
Added value of morphological features to breast lesion diagnosis in ultrasound—0
A Deep Multi-task Learning Approach to Skin Lesion Classification—0
A Dense CNN approach for skin lesion classification—0
Advances in Kidney Biopsy Lesion Assessment through Dense Instance Segmentation—0
A Lightweight U-Net Model for Accurate Skin Lesion Segmentation—0
A Multi-Level Deep Ensemble Model for Skin Lesion Classification in Dermoscopy Images—0
Analysis of the Two-Step Heterogeneous Transfer Learning for Laryngeal Blood Vessel Classification: Issue and Improvement—0
A New Perspective to Boost Vision Transformer for Medical Image Classification—0
A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification—0
Applying a random projection algorithm to optimize machine learning model for breast lesion classification—0
A Radiomics Approach to Traumatic Brain Injury Prediction in CT Scans—0
Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge—0
TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification—0
A Vision-Language Model for Focal Liver Lesion Classification—0
Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks—0
CADICA: a new dataset for coronary artery disease detection by using invasive coronary angiography—0
Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models—0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
Causality matters in medical imaging—0
Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification—0
Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics—0
Coronary Artery Disease Classification with Different Lesion Degree Ranges based on Deep Learning—0
CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification—0
Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness—0
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis—0
SkiNet: A Deep Learning Solution for Skin Lesion Diagnosis with Uncertainty Estimation and Explainability—0
A survey, review, and future trends of skin lesion segmentation and classification—0
Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network—0
Skin Lesion Classification using Class Activation Map—0
Skin Lesion Classification Using Deep Multi-scale Convolutional Neural Networks—0
Skin Lesion Classification Using Deep Neural Network—0
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