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Lesion Classification

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Showing 151–189 of 189 papers

TitleStatusHype
Added value of morphological features to breast lesion diagnosis in ultrasound—0
Single-Shared Network with Prior-Inspired Loss for Parameter-Efficient Multi-Modal Imaging Skin Lesion Classification—0
Visual Diagnosis of Dermatological Disorders: Human and Machine Performance—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
Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification—0
Skin Lesion Classification Using Deep Multi-scale Convolutional Neural Networks—0
Skin Lesion Classification Using Deep Neural Network—0
Webly Supervised Learning for Skin Lesion Classification—0
Skin Lesion Classification Using Hybrid Deep Neural Networks—0
Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning—0
Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning—0
Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation—0
Adaptive Personlization in Federated Learning for Highly Non-i.i.d. Data—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
Data-Driven Deep Supervision for Skin Lesion Classification—0
Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning—0
Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification—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 Learning Based Analysis of Prostate Cancer from MP-MRI—0
Deep Learning for Skin Lesion Classification—0
Causality matters in medical imaging—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
Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework—0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
Diagnosis of Skin Cancer Using VGG16 and VGG19 Based Transfer Learning Models—0
Difficulty-aware Meta-learning for Rare Disease Diagnosis—0
Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models—0
TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification—0
CADICA: a new dataset for coronary artery disease detection by using invasive coronary angiography—0
Domain Adaptation for Deviating Acquisition Protocols in CNN-based Lesion Classification on Diffusion-Weighted MR Images—0
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