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Lesion Classification

Papers

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Showing 101–150 of 189 papers

TitleStatusHype
Interpreting extracted rules from ensemble of trees: Application to computer-aided diagnosis of breast MRI—0
Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification—0
ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection—0
Joint Dermatological Lesion Classification and Confidence Modeling with Uncertainty Estimation—0
A New Perspective to Boost Vision Transformer for Medical Image Classification—0
The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study—0
Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity—0
Towards Automatic Lesion Classification in the Upper Aerodigestive Tract Using OCT and Deep Transfer Learning Methods—0
Leveraging Spatial and Semantic Feature Extraction for Skin Cancer Diagnosis with Capsule Networks and Graph Neural Networks—0
Segmentation of Skin Lesions and their Attributes Using Multi-Scale Convolutional Neural Networks and Domain Specific Augmentations—0
3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI—0
Local Lesion Generation is Effective for Capsule Endoscopy Image Data Augmentation in a Limited Data Setting—0
Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification—0
MelanoGANs: High Resolution Skin Lesion Synthesis with GANs—0
Analysis of the Two-Step Heterogeneous Transfer Learning for Laryngeal Blood Vessel Classification: Issue and Improvement—0
A Multi-Level Deep Ensemble Model for Skin Lesion Classification in Dermoscopy Images—0
Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models—0
Melanoma Recognition with an Ensemble of Techniques for Segmentation and a Structural Analysis for Classification—0
A Lightweight U-Net Model for Accurate Skin Lesion Segmentation—0
Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis—0
Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images—0
Advances in Kidney Biopsy Lesion Assessment through Dense Instance Segmentation—0
Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks—0
Multiplexed Illumination for Classifying Visually Similar Objects—0
Multi-task Explainable Skin Lesion Classification—0
Transfer Learning for Melanoma Detection: Participation in ISIC 2017 Skin Lesion Classification Challenge—0
A Dense CNN approach for skin lesion classification—0
On the Fairness of Swarm Learning in Skin Lesion Classification—0
Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration—0
Transformer-based interpretable multi-modal data fusion for skin lesion classification—0
Pay Less On Clinical Images: Asymmetric Multi-Modal Fusion Method For Efficient Multi-Label Skin Lesion Classification—0
Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention—0
A Deep Multi-task Learning Approach to Skin Lesion Classification—0
Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification—0
Properties Of Winning Tickets On Skin Lesion Classification—0
Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge—0
Recent advances and clinical applications of deep learning in medical image analysis—0
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary—0
Reducing Bias in Pre-trained Models by Tuning while Penalizing Change—0
Residual Network based Aggregation Model for Skin Lesion Classification—0
Uncertainty-Aware Deep Learning for Automated Skin Cancer Classification: A Comprehensive Evaluation—0
Unpaired Translation of Chest X-ray Images for Lung Opacity Diagnosis via Adaptive Activation Masks and Cross-Domain Alignment—0
Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions—0
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification—0
RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging—0
SDR-Former: A Siamese Dual-Resolution Transformer for Liver Lesion Classification Using 3D Multi-Phase Imaging—0
Segmentation and ABCD rule extraction for skin tumors classification—0
Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge—0
VisualBackProp for learning using privileged information with CNNs—0
Semi-Supervised Relational Contrastive Learning—0
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