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Lesion Classification

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Showing 51–100 of 189 papers

TitleStatusHype
Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient AlignmentCode1
Revisiting Skin Tone Fairness in Dermatological Lesion ClassificationCode0
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion ClassificationCode0
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification—0
ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion ClassificationCode1
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images—0
Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis—0
The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study—0
DualAttNet: Synergistic Fusion of Image-level and Fine-Grained Disease Attention for Multi-Label Lesion Detection in Chest X-raysCode1
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image RecognitionCode1
FCA: Taming Long-tailed Federated Medical Image Classification by Classifier AnchoringCode0
Discover and Cure: Concept-aware Mitigation of Spurious CorrelationCode1
Semi-Supervised Relational Contrastive Learning—0
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion DiagnosisCode1
Transformer-based interpretable multi-modal data fusion for skin lesion classification—0
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust—0
DiffMIC: Dual-Guidance Diffusion Network for Medical Image ClassificationCode1
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent DataCode0
A New Perspective to Boost Vision Transformer for Medical Image Classification—0
3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI—0
A Fair Loss Function for Network PruningCode0
RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging—0
Association Graph Learning for Multi-Task Classification with Category ShiftsCode1
Data-Driven Deep Supervision for Skin Lesion Classification—0
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin LesionsCode1
A survey, review, and future trends of skin lesion segmentation and classification—0
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive LearningCode1
EfficientNet for Brain-Lesion classification—0
Information Gain Sampling for Active Learning in Medical Image Classification—0
Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification—0
Adaptive Personlization in Federated Learning for Highly Non-i.i.d. Data—0
A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound VideosCode1
Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion ImagesCode0
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion ClassificationCode0
FixCaps: An Improved Capsules Network for Diagnosis of Skin CancerCode1
Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity—0
HoVer-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images—0
GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification—0
Flexible Sampling for Long-tailed Skin Lesion Classification—0
Feature visualization for convolutional neural network models trained on neuroimaging data—0
SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic ImagesCode1
Deep Multimodal Guidance for Medical Image ClassificationCode1
SuperCon: Supervised Contrastive Learning for Imbalanced Skin Lesion Classification—0
Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion ClassificationCode1
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach—0
MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and ClassificationCode1
FIBA: Frequency-Injection based Backdoor Attack in Medical Image AnalysisCode1
On the Fairness of Swarm Learning in Skin Lesion Classification—0
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