LesionTABE: Equitable AI for Skin Lesion Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Diaz, Rocio Mexia, Greenway, Yasmin, Manescu, Petru |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HemBLIP: A Vision-Language Model for Interpretable Leukemia Cell Morphology Analysis
by: van Logtestijn, Julie, et al.
Published: (2026)
by: van Logtestijn, Julie, et al.
Published: (2026)
MORPHFED: Federated Learning for Cross-institutional Blood Morphology Analysis
by: Ansah, Gabriel, et al.
Published: (2026)
by: Ansah, Gabriel, et al.
Published: (2026)
Uncertainty-Aware Retinal Vessel Segmentation via Ensemble Distillation
by: Fadugba, Jeremiah, et al.
Published: (2025)
by: Fadugba, Jeremiah, et al.
Published: (2025)
Enhancing Skin Lesion Diagnosis with Ensemble Learning
by: Liu, Xiaoyi, et al.
Published: (2024)
by: Liu, Xiaoyi, et al.
Published: (2024)
(De)Constructing Bias on Skin Lesion Datasets
by: Bissoto, Alceu, et al.
Published: (2019)
by: Bissoto, Alceu, et al.
Published: (2019)
A Deep Learning Approach for Automated Skin Lesion Diagnosis with Explainable AI
by: Haque, Md. Maksudul, et al.
Published: (2026)
by: Haque, Md. Maksudul, et al.
Published: (2026)
Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis
by: Hou, Junlin, et al.
Published: (2024)
by: Hou, Junlin, et al.
Published: (2024)
Segmentation Style Discovery: Application to Skin Lesion Images
by: Abhishek, Kumar, et al.
Published: (2024)
by: Abhishek, Kumar, et al.
Published: (2024)
Flexible Sampling for Long-tailed Skin Lesion Classification
by: Ju, Lie, et al.
Published: (2022)
by: Ju, Lie, et al.
Published: (2022)
Exploring the Impact of Skin Color on Skin Lesion Segmentation
by: Paxton, Kuniko, et al.
Published: (2026)
by: Paxton, Kuniko, 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)
by: Flosdorf, Carolin, et al.
Published: (2024)
Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease Generalization
by: Fadugba, Jeremiah, et al.
Published: (2024)
by: Fadugba, Jeremiah, et al.
Published: (2024)
Lesion Elevation Prediction from Skin Images Improves Diagnosis
by: Abhishek, Kumar, et al.
Published: (2024)
by: Abhishek, Kumar, et al.
Published: (2024)
Hyper-Fusion Network for Semi-Automatic Segmentation of Skin Lesions
by: Bi, Lei, et al.
Published: (2024)
by: Bi, Lei, et al.
Published: (2024)
MelanomaNet: Explainable Deep Learning for Skin Lesion Classification
by: Ilyosbekov, Sukhrobbek
Published: (2025)
by: Ilyosbekov, Sukhrobbek
Published: (2025)
Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation
by: Ye, Jun
Published: (2024)
by: Ye, Jun
Published: (2024)
Flatfish Lesion Detection Based on Part Segmentation Approach and Lesion Image Generation
by: Hwang, Seo-Bin, et al.
Published: (2024)
by: Hwang, Seo-Bin, et al.
Published: (2024)
Achieving Fair Skin Lesion Detection through Skin Tone Normalization and Channel Pruning
by: Wei, Zihan, et al.
Published: (2025)
by: Wei, Zihan, et al.
Published: (2025)
Data, Depth, and Design: Learning Reliable Models for Skin Lesion Analysis
by: Valle, Eduardo, et al.
Published: (2017)
by: Valle, Eduardo, et al.
Published: (2017)
Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model
by: Sun, Jiajun, et al.
Published: (2025)
by: Sun, Jiajun, et al.
Published: (2025)
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets
by: Du, Siyi, et al.
Published: (2023)
by: Du, Siyi, et al.
Published: (2023)
Implementation of a Skin Lesion Detection System for Managing Children with Atopic Dermatitis Based on Ensemble Learning
by: Jeon, Soobin, et al.
Published: (2025)
by: Jeon, Soobin, et al.
Published: (2025)
Automatized Self-Supervised Learning for Skin Lesion Screening
by: Useini, Vullnet, et al.
Published: (2023)
by: Useini, Vullnet, et al.
Published: (2023)
Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions
by: Barros, Luana, et al.
Published: (2023)
by: Barros, Luana, et al.
Published: (2023)
Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration
by: Khurshid, Mahapara, et al.
Published: (2024)
by: Khurshid, Mahapara, et al.
Published: (2024)
Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers
by: Paccotacya-Yanque, Rosa Y. G., et al.
Published: (2024)
by: Paccotacya-Yanque, Rosa Y. G., et al.
Published: (2024)
A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification
by: Zhang, Yuan, et al.
Published: (2024)
by: Zhang, Yuan, et al.
Published: (2024)
Convolutional Neural Networks Towards Facial Skin Lesions Detection
by: Sarshar, Reza, et al.
Published: (2024)
by: Sarshar, Reza, et al.
Published: (2024)
DermaFlux: Synthetic Skin Lesion Generation with Rectified Flows for Enhanced Image Classification
by: Galanakis, Stathis, et al.
Published: (2026)
by: Galanakis, Stathis, et al.
Published: (2026)
Skin Lesion Classification Using a Soft Voting Ensemble of Convolutional Neural Networks
by: Shafi, Abdullah Al, et al.
Published: (2025)
by: Shafi, Abdullah Al, et al.
Published: (2025)
UltraLBM-UNet: Ultralight Bidirectional Mamba-based Model for Skin Lesion Segmentation
by: Fan, Linxuan, et al.
Published: (2025)
by: Fan, Linxuan, et al.
Published: (2025)
Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models
by: Patrício, Cristiano, et al.
Published: (2023)
by: Patrício, Cristiano, et al.
Published: (2023)
Automated Disentangling Analysis of Skin Colour for Lesion Images
by: Yang, Wenbo, et al.
Published: (2026)
by: Yang, Wenbo, et al.
Published: (2026)
Hybrid Ensemble of Segmentation-Assisted Classification and GBDT for Skin Cancer Detection with Engineered Metadata and Synthetic Lesions from ISIC 2024 Non-Dermoscopic 3D-TBP Images
by: Hasan, Muhammad Zubair, et al.
Published: (2025)
by: Hasan, Muhammad Zubair, et al.
Published: (2025)
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion Segmentation
by: Xu, Rongtao, et al.
Published: (2024)
by: Xu, Rongtao, et al.
Published: (2024)
Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging
by: Ahmedt-Aristizabal, David, et al.
Published: (2022)
by: Ahmedt-Aristizabal, David, et al.
Published: (2022)
Novel Architecture of RPA In Oral Cancer Lesion Detection
by: Magdy, Revana, et al.
Published: (2026)
by: Magdy, Revana, et al.
Published: (2026)
JI-ADF: Joint-Individual Learning with Adaptive Decision Fusion for Multimodal Skin Lesion Classification
by: Nguyen, Phan, et al.
Published: (2026)
by: Nguyen, Phan, et al.
Published: (2026)
RABC-Net: Reliability-Aware Annotation-Free Skin Lesion Segmentation for Low-Resource Dermoscopy
by: Yao, Yujie, et al.
Published: (2026)
by: Yao, Yujie, et al.
Published: (2026)
Skin Lesion Classification Based on ResNet-50 Enhanced With Adaptive Spatial Feature Fusion
by: Liu, Runhao, et al.
Published: (2025)
by: Liu, Runhao, et al.
Published: (2025)
Similar Items
-
HemBLIP: A Vision-Language Model for Interpretable Leukemia Cell Morphology Analysis
by: van Logtestijn, Julie, et al.
Published: (2026) -
MORPHFED: Federated Learning for Cross-institutional Blood Morphology Analysis
by: Ansah, Gabriel, et al.
Published: (2026) -
Uncertainty-Aware Retinal Vessel Segmentation via Ensemble Distillation
by: Fadugba, Jeremiah, et al.
Published: (2025) -
Enhancing Skin Lesion Diagnosis with Ensemble Learning
by: Liu, Xiaoyi, et al.
Published: (2024) -
(De)Constructing Bias on Skin Lesion Datasets
by: Bissoto, Alceu, et al.
Published: (2019)