SOTAVerified

Lesion Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 189 papers

TitleStatusHype
Revisiting Skin Tone Fairness in Dermatological Lesion ClassificationCode0
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion ClassificationCode0
Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion ClassificationCode0
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and ClassificationCode0
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion ClassificationCode0
Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss WeightingCode0
Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta DataCode0
Spatio-temporal collaborative multiple-stream transformer network for liver lesion classification on multiple-sequence magnetic resonance imagingCode0
Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers—0
Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks—0
A Vision-Language Model for Focal Liver Lesion Classification—0
EfficientNet for Brain-Lesion classification—0
Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification—0
End-to-End Discriminative Deep Network for Liver Lesion Classification—0
Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound—0
Enhancing Skin Lesion Diagnosis with Ensemble Learning—0
Enhancing the Generalization Capability of Skin Lesion Classification Models with Active Domain Adaptation Methods—0
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
Evidential Federated Learning for Skin Lesion Image Classification—0
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification—0
Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge—0
A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective—0
Feature visualization for convolutional neural network models trained on neuroimaging data—0
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
A Radiomics Approach to Traumatic Brain Injury Prediction in CT Scans—0
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust—0
Applying a random projection algorithm to optimize machine learning model for breast lesion classification—0
Flexible Sampling for Long-tailed Skin Lesion Classification—0
A Novel Perspective for Multi-modal Multi-label 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
Style transfer-based image synthesis as an efficient regularization technique in deep learning—0
Subgroup Performance Analysis in Hidden Stratifications—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
SuperCon: Supervised Contrastive Learning for Imbalanced Skin Lesion Classification—0
Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning—0
Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification—0
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach—0
Improving CNN Training using Disentanglement for Liver Lesion Classification in CT—0
Improving colonoscopy lesion classification using semi-supervised deep learning—0
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization—0
Information Gain Sampling for Active Learning in Medical Image Classification—0
Show:102550
← PrevPage 2 of 4Next →

No leaderboard results yet.