{"total":21,"rows":[{"id":"2209.13177","title":"Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review","created":"2022-09-27","cited_by_count":28,"area":null},{"id":"2211.05617","title":"Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey","created":"2022-11-10","cited_by_count":22,"area":null},{"id":"2407.08609","title":"BiasPruner: Debiased Continual Learning for Medical Image Classification","created":"2024-07-11","cited_by_count":12,"area":null},{"id":"2503.06277","title":"STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification","created":"2025-03-08","cited_by_count":12,"area":null},{"id":"2401.14497","title":"Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets","created":"2024-01-25","cited_by_count":7,"area":null},{"id":"2409.04975","title":"PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels","created":"2024-09-08","cited_by_count":5,"area":null},{"id":"2307.11654","title":"FEDD -- Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy Classification","created":"2023-07-21","cited_by_count":4,"area":null},{"id":"2412.16373","title":"FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification","created":"2024-12-20","cited_by_count":4,"area":null},{"id":"2505.10579","title":"Bias and Generalizability of Foundation Models across Datasets in Breast Mammography","created":"2025-05-14","cited_by_count":4,"area":null},{"id":"2307.13897","title":"AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets","created":"2023-07-26","cited_by_count":3,"area":null},{"id":"2509.00745","title":"Enhancing Fairness in Skin Lesion Classification for Medical Diagnosis Using Prune Learning","created":"2025-08-31","cited_by_count":2,"area":null},{"id":"2401.15111","title":"Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning","created":"2024-01-25","cited_by_count":1,"area":null},{"id":"2506.11627","title":"Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression","created":"2025-06-13","cited_by_count":1,"area":null},{"id":"2601.03090","title":"LesionTABE: Equitable AI for Skin Lesion Detection","created":"2026-01-06","cited_by_count":0,"area":null},{"id":"2601.14822","title":"Multimodal system for skin cancer detection","created":"2026-01-21","cited_by_count":0,"area":null},{"id":"2603.29694","title":"Exploring the Impact of Skin Color on Skin Lesion Segmentation","created":"2026-03-31","cited_by_count":0,"area":null},{"id":"2604.10904","title":"Evaluating the Impact of Medical Image Reconstruction on Downstream AI Fairness and Performance","created":"2026-04-13","cited_by_count":0,"area":null},{"id":"2605.19214","title":"Worst-Group Equalized Odds Regularization for Multi-Attribute Fair Medical Image Classification","created":"2026-05-19","cited_by_count":0,"area":null},{"id":"2607.12987","title":"Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification","created":"2026-07-14","cited_by_count":0,"area":null},{"id":"2608.12971","title":"Bias Mitigation in Face Recognition via Demographic-based Supervised Contrastive Learning","created":"2026-08-13","cited_by_count":0,"area":null},{"id":"2608.18774","title":"MIFR: A Modality-Invariant and Fair Representation Framework for Skin Disease Classification","created":"2026-08-19","cited_by_count":0,"area":null}],"next_cursor":null}