Imagen de Portada

Automatized Self-Supervised Learning for Skin Lesion Screening

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Useini, Vullnet, Tanadini-Lang, Stephanie, Lohmeyer, Quentin, Meboldt, Mirko, Andratschke, Nicolaus, Braun, Ralph P., García, Javier Barranco
Formato:	Preprint
Publicado:	2023
Materias:	Computer Vision and Pattern Recognition Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

DeGauss: Dynamic-Static Decomposition with Gaussian Splatting for Distractor-free 3D Reconstruction
por: Wang, Rui, et al.
Publicado: (2025)

Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation
por: Huang, Yixing, et al.
Publicado: (2024)

Modeling the effect of in‐plane magnetic field gradients on asymmetric spin‐echo images with echo‐planar imaging readout
por: Philipp Wallimann, et al.
Publicado: (2025)

Hyper-Fusion Network for Semi-Automatic Segmentation of Skin Lesions
por: Bi, Lei, et al.
Publicado: (2024)

Semi-Supervised Learning with Online Knowledge Distillation for Skin Lesion Classification
por: Manivannan, Siyamalan
Publicado: (2025)

A comprehensive comparative study of generative adversarial network architectures for synthetic computed tomography generation in the abdomen
por: Mariia Lapaeva, et al.
Publicado: (2025)

Deeply Supervised Skin Lesions Diagnosis with Stage and Branch Attention
por: Dai, Wei, et al.
Publicado: (2022)

Enhancing Skin Lesion Diagnosis with Ensemble Learning
por: Liu, Xiaoyi, et al.
Publicado: (2024)

Confidence-Weighted Semi-Supervised Learning for Skin Lesion Segmentation Using Hybrid CNN-Transformer Networks
por: Qamar, Saqib
Publicado: (2025)

USL-Net: Uncertainty Self-Learning Network for Unsupervised Skin Lesion Segmentation
por: Li, Xiaofan, et al.
Publicado: (2023)

LesionTABE: Equitable AI for Skin Lesion Detection
por: Diaz, Rocio Mexia, et al.
Publicado: (2026)

SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion Segmentation
por: Xu, Rongtao, et al.
Publicado: (2024)

MelanomaNet: Explainable Deep Learning for Skin Lesion Classification
por: Ilyosbekov, Sukhrobbek
Publicado: (2025)

Exploring the Impact of Skin Color on Skin Lesion Segmentation
por: Paxton, Kuniko, et al.
Publicado: (2026)

Evidential Federated Learning for Skin Lesion Image Classification
por: Hendrix, Rutger, et al.
Publicado: (2024)

Data, Depth, and Design: Learning Reliable Models for Skin Lesion Analysis
por: Valle, Eduardo, et al.
Publicado: (2017)

Knowing When Not to Predict: Self Supervised Learning and Abstention for Safer DR Screening
por: Chopra, Muskaan, et al.
Publicado: (2026)

Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation
por: Kerdreux, Thomas, et al.
Publicado: (2025)

Skin Cancer Detection utilizing Deep Learning: Classification of Skin Lesion Images using a Vision Transformer
por: Flosdorf, Carolin, et al.
Publicado: (2024)

(De)Constructing Bias on Skin Lesion Datasets
por: Bissoto, Alceu, et al.
Publicado: (2019)

AMLP: Adjustable Masking Lesion Patches for Self-Supervised Medical Image Segmentation
por: Wang, Xiangtao, et al.
Publicado: (2023)

Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification
por: Singh, Pranav, et al.
Publicado: (2023)

A Deep Learning Approach for Automated Skin Lesion Diagnosis with Explainable AI
por: Haque, Md. Maksudul, et al.
Publicado: (2026)

Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach
por: Vo, Huy V., et al.
Publicado: (2024)

Multi-organ Self-supervised Contrastive Learning for Breast Lesion Segmentation
por: Figueiras, Hugo, et al.
Publicado: (2024)

Uncertainty-Guided Dual-Domain Learning for Reliable Skin Lesion Segmentation
por: Dai, Duwei, et al.
Publicado: (2026)

Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis
por: Hou, Junlin, et al.
Publicado: (2024)

Segmentation Style Discovery: Application to Skin Lesion Images
por: Abhishek, Kumar, et al.
Publicado: (2024)

Flexible Sampling for Long-tailed Skin Lesion Classification
por: Ju, Lie, et al.
Publicado: (2022)

PhysSkin: Real-Time and Generalizable Physics-Based Animation via Self-Supervised Neural Skinning
por: Lei, Yuanhang, et al.
Publicado: (2026)

Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning
por: Christopoulos, Dionysis, et al.
Publicado: (2025)

Lesion Elevation Prediction from Skin Images Improves Diagnosis
por: Abhishek, Kumar, et al.
Publicado: (2024)

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation
por: Ye, Jun
Publicado: (2024)

Uncertainty and Self-Supervision in Single-View Depth
por: Rodriguez-Puigvert, Javier
Publicado: (2024)

JI-ADF: Joint-Individual Learning with Adaptive Decision Fusion for Multimodal Skin Lesion Classification
por: Nguyen, Phan, et al.
Publicado: (2026)

Double-Condensing Attention Condenser: Leveraging Attention in Deep Learning to Detect Skin Cancer from Skin Lesion Images
por: Tai, Chi-en Amy, et al.
Publicado: (2023)

Achieving Fair Skin Lesion Detection through Skin Tone Normalization and Channel Pruning
por: Wei, Zihan, et al.
Publicado: (2025)

Ensemble Deep Learning and LLM-Assisted Reporting for Automated Skin Lesion Diagnosis
por: Khan, Sher, et al.
Publicado: (2025)

Automated Disentangling Analysis of Skin Colour for Lesion Images
por: Yang, Wenbo, et al.
Publicado: (2026)

SSL4SAR: Self-Supervised Learning for Glacier Calving Front Extraction from SAR Imagery
por: Gourmelon, Nora, et al.
Publicado: (2025)