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Lesion Classification

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Showing 151–189 of 189 papers

TitleStatusHype
Automated Skin Lesion Classification Using Ensemble of Deep Neural Networks in ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection ChallengeCode0
End-to-End Discriminative Deep Network for Liver Lesion Classification—0
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification—0
Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness—0
A Deep Multi-task Learning Approach to Skin Lesion Classification—0
A Radiomics Approach to Traumatic Brain Injury Prediction in CT Scans—0
Improving CNN Training using Disentanglement for Liver Lesion Classification in CT—0
Segmentation of Skin Lesions and their Attributes Using Multi-Scale Convolutional Neural Networks and Domain Specific Augmentations—0
Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification—0
Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning—0
WonDerM: Skin Lesion Classification with Fine-tuned Neural NetworksCode0
Residual Network based Aggregation Model for Skin Lesion Classification—0
A Multi-Level Deep Ensemble Model for Skin Lesion Classification in Dermoscopy Images—0
Melanoma Recognition with an Ensemble of Techniques for Segmentation and a Structural Analysis for Classification—0
Domain Adaptation for Deviating Acquisition Protocols in CNN-based Lesion Classification on Diffusion-Weighted MR Images—0
A Dense CNN approach for skin lesion classification—0
Deep neural network ensemble by data augmentation and bagging for skin lesion classification—0
VisualBackProp for learning using privileged information with CNNs—0
MelanoGANs: High Resolution Skin Lesion Synthesis with GANs—0
Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning—0
Webly Supervised Learning for Skin Lesion Classification—0
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging—0
GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification—0
Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification—0
Added value of morphological features to breast lesion diagnosis in ultrasound—0
Transfer Learning for Melanoma Detection: Participation in ISIC 2017 Skin Lesion Classification Challenge—0
Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge—0
Deep Learning for Skin Lesion Classification—0
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis—0
Image Classification of Melanoma, Nevus and Seborrheic Keratosis by Deep Neural Network EnsembleCode0
Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge—0
Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin LesionsCode0
Skin Lesion Classification Using Deep Multi-scale Convolutional Neural Networks—0
Skin Lesion Classification using Class Activation Map—0
Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge—0
Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network—0
ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection—0
Skin Lesion Classification Using Hybrid Deep Neural Networks—0
Interpreting extracted rules from ensemble of trees: Application to computer-aided diagnosis of breast MRI—0
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