Cover Image

Enhancing Skin Lesion Diagnosis with Ensemble Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Xiaoyi, Yu, Zhou, Tan, Lianghao, Yan, Yafeng, Shi, Ge
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Deep Learning for Lung Disease Classification Using Transfer Learning and a Customized CNN Architecture with Attention
by: Liu, Xiaoyi, et al.
Published: (2024)

Enhanced Self-Checkout System for Retail Based on Improved YOLOv10
by: Tan, Lianghao, et al.
Published: (2024)

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

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

Application of Multimodal Fusion Deep Learning Model in Disease Recognition
by: Liu, Xiaoyi, et al.
Published: (2024)

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

Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model
by: Sun, Jiajun, et al.
Published: (2025)

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

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

Implementation of a Skin Lesion Detection System for Managing Children with Atopic Dermatitis Based on Ensemble Learning
by: Jeon, Soobin, et al.
Published: (2025)

Enhancing Fairness in Skin Lesion Classification for Medical Diagnosis Using Prune Learning
by: Paxton, Kuniko, et al.
Published: (2025)

Skin Lesion Classification Using a Soft Voting Ensemble of Convolutional Neural Networks
by: Shafi, Abdullah Al, et al.
Published: (2025)

CIB-SE-YOLOv8: Optimized YOLOv8 for Real-Time Safety Equipment Detection on Construction Sites
by: Liu, Xiaoyi, et al.
Published: (2024)

Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models
by: Patrício, Cristiano, et al.
Published: (2023)

A Two-Step Concept-Based Approach for Enhanced Interpretability and Trust in Skin Lesion Diagnosis
by: Patrício, Cristiano, et al.
Published: (2024)

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

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

SkinCLIP-VL: Consistency-Aware Vision-Language Learning for Multimodal Skin Cancer Diagnosis
by: Lu, Zhixiang, et al.
Published: (2026)

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

MelanomaNet: Explainable Deep Learning for Skin Lesion Classification
by: Ilyosbekov, Sukhrobbek
Published: (2025)

Skin Lesion Classification Based on ResNet-50 Enhanced With Adaptive Spatial Feature Fusion
by: Liu, Runhao, et al.
Published: (2025)

RABC-Net: Reliability-Aware Annotation-Free Skin Lesion Segmentation for Low-Resource Dermoscopy
by: Yao, Yujie, et al.
Published: (2026)

Exploring the Challenge and Value of Deep Learning in Automated Skin Disease Diagnosis
by: Liu, Runhao, et al.
Published: (2025)

PLUS: Plug-and-Play Enhanced Liver Lesion Diagnosis Model on Non-Contrast CT Scans
by: Hao, Jiacheng, et al.
Published: (2025)

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

Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation
by: Wang, Janet, et al.
Published: (2023)

DermaFlux: Synthetic Skin Lesion Generation with Rectified Flows for Enhanced Image Classification
by: Galanakis, Stathis, et al.
Published: (2026)

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

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

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

MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment
by: Bie, Yequan, et al.
Published: (2024)

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

Automatized Self-Supervised Learning for Skin Lesion Screening
by: Useini, Vullnet, et al.
Published: (2023)

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

UltraLBM-UNet: Ultralight Bidirectional Mamba-based Model for Skin Lesion Segmentation
by: Fan, Linxuan, et al.
Published: (2025)

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

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

Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation
by: Tiwari, Siddharth
Published: (2024)

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

Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification
by: Hu, Ming, et al.
Published: (2024)