FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification
Fuente:
arXiv
Guardado en:
| Autores principales: | Tian, Yu, Wen, Congcong, Shi, Min, Afzal, Muhammad Muneeb, Huang, Hao, Khan, Muhammad Osama, Luo, Yan, Fang, Yi, Wang, Mengyu |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
FairDiffusion: Enhancing Equity in Latent Diffusion Models via Fair Bayesian Perturbation
por: Luo, Yan, et al.
Publicado: (2024)
por: Luo, Yan, et al.
Publicado: (2024)
Divergent Domains, Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading
por: Chokuwa, Sharon, et al.
Publicado: (2024)
por: Chokuwa, Sharon, et al.
Publicado: (2024)
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation
por: Wu, Linshan, et al.
Publicado: (2024)
por: Wu, Linshan, et al.
Publicado: (2024)
Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputs
por: Gösche, Erik, et al.
Publicado: (2024)
por: Gösche, Erik, et al.
Publicado: (2024)
Privacy-Preserving Collaborative Medical Image Segmentation Using Latent Transform Networks
por: Bello, Saheed Ademola, et al.
Publicado: (2026)
por: Bello, Saheed Ademola, et al.
Publicado: (2026)
FairCLIP: Harnessing Fairness in Vision-Language Learning
por: Luo, Yan, et al.
Publicado: (2024)
por: Luo, Yan, et al.
Publicado: (2024)
Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma Segmentation
por: Wilm, Frauke, et al.
Publicado: (2024)
por: Wilm, Frauke, et al.
Publicado: (2024)
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions
por: Zhang, Ye, et al.
Publicado: (2024)
por: Zhang, Ye, et al.
Publicado: (2024)
Multiple Teachers-Meticulous Student: A Domain Adaptive Meta-Knowledge Distillation Model for Medical Image Classification
por: Nabavi, Shahabedin, et al.
Publicado: (2024)
por: Nabavi, Shahabedin, et al.
Publicado: (2024)
Stain Normalization of Hematology Slides using Neural Color Transfer
por: Arshad, M. Muneeb, et al.
Publicado: (2024)
por: Arshad, M. Muneeb, et al.
Publicado: (2024)
Frequency-Based Federated Domain Generalization for Polyp Segmentation
por: Pan, Hongyi, et al.
Publicado: (2024)
por: Pan, Hongyi, et al.
Publicado: (2024)
Attention-Guided Fair AI Modeling for Skin Cancer Diagnosis
por: Zhu, Mingcheng, et al.
Publicado: (2025)
por: Zhu, Mingcheng, et al.
Publicado: (2025)
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans
por: Kollias, Dimitrios, et al.
Publicado: (2024)
por: Kollias, Dimitrios, et al.
Publicado: (2024)
EMeRALDS: Electronic Medical Record Driven Automated Lung Nodule Detection and Classification in Thoracic CT Images
por: Eman, Hafza, et al.
Publicado: (2025)
por: Eman, Hafza, et al.
Publicado: (2025)
UP2D: Uncertainty-aware Progressive Pseudo-label Denoising for Source-Free Domain Adaptive Medical Image Segmentation
por: Bui-Tran, Quang-Khai, et al.
Publicado: (2025)
por: Bui-Tran, Quang-Khai, et al.
Publicado: (2025)
Cross-domain Hyperspectral Image Classification based on Bi-directional Domain Adaptation
por: Zhang, Yuxiang, et al.
Publicado: (2025)
por: Zhang, Yuxiang, et al.
Publicado: (2025)
J-SGFT: Joint Spatial and Graph Fourier Domain Learning for Point Cloud Attribute Deblocking
por: Talha, Muhammad, et al.
Publicado: (2025)
por: Talha, Muhammad, et al.
Publicado: (2025)
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation
por: Lyu, Pengfei, et al.
Publicado: (2025)
por: Lyu, Pengfei, et al.
Publicado: (2025)
Prompt-driven Latent Domain Generalization for Medical Image Classification
por: Yan, Siyuan, et al.
Publicado: (2024)
por: Yan, Siyuan, et al.
Publicado: (2024)
DB-SAM: Delving into High Quality Universal Medical Image Segmentation
por: Qin, Chao, et al.
Publicado: (2024)
por: Qin, Chao, et al.
Publicado: (2024)
Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation
por: Song, Pengwu, et al.
Publicado: (2025)
por: Song, Pengwu, et al.
Publicado: (2025)
Towards Modality-Agnostic Continual Domain-Incremental Brain Lesion Segmentation
por: Sadegheih, Yousef, et al.
Publicado: (2026)
por: Sadegheih, Yousef, et al.
Publicado: (2026)
A Deep Learning Architectures for Kidney Disease Classification
por: Farooq, Muhammad Shoaib, et al.
Publicado: (2024)
por: Farooq, Muhammad Shoaib, et al.
Publicado: (2024)
Cross Modality Medical Image Synthesis for Improving Liver Segmentation
por: Rafiq, Muhammad, et al.
Publicado: (2025)
por: Rafiq, Muhammad, et al.
Publicado: (2025)
Learning Multi-axis Representation in Frequency Domain for Medical Image Segmentation
por: Ruan, Jiacheng, et al.
Publicado: (2023)
por: Ruan, Jiacheng, et al.
Publicado: (2023)
Adversarial Contrastive Domain-Generative Learning for Bacteria Raman Spectrum Joint Denoising and Cross-Domain Identification
por: Yao, Haiming, et al.
Publicado: (2024)
por: Yao, Haiming, et al.
Publicado: (2024)
DINO-Mix: Distilling Foundational Knowledge with Cross-Domain CutMix for Semi-supervised Class-imbalanced Medical Image Segmentation
por: Liu, Xinyu, et al.
Publicado: (2026)
por: Liu, Xinyu, et al.
Publicado: (2026)
Understanding-informed Bias Mitigation for Fair CMR Segmentation
por: Lee, Tiarna, et al.
Publicado: (2025)
por: Lee, Tiarna, et al.
Publicado: (2025)
Achieving Fair Skin Lesion Detection through Skin Tone Normalization and Channel Pruning
por: Wei, Zihan, et al.
Publicado: (2025)
por: Wei, Zihan, et al.
Publicado: (2025)
A New Perspective to Boost Performance Fairness for Medical Federated Learning
por: Yan, Yunlu, et al.
Publicado: (2024)
por: Yan, Yunlu, et al.
Publicado: (2024)
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation
por: Shen, Zhiqiang, et al.
Publicado: (2025)
por: Shen, Zhiqiang, et al.
Publicado: (2025)
Fairness Evolution in Continual Learning for Medical Imaging
por: Ceccon, Marina, et al.
Publicado: (2024)
por: Ceccon, Marina, et al.
Publicado: (2024)
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective
por: Oh, Yujin, et al.
Publicado: (2025)
por: Oh, Yujin, et al.
Publicado: (2025)
Multi-modal Medical Image Fusion For Non-Small Cell Lung Cancer Classification
por: Hassan, Salma, et al.
Publicado: (2024)
por: Hassan, Salma, et al.
Publicado: (2024)
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation
por: Lin, Yi, et al.
Publicado: (2023)
por: Lin, Yi, et al.
Publicado: (2023)
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning
por: Lin, Hui, et al.
Publicado: (2024)
por: Lin, Hui, et al.
Publicado: (2024)
A CT Image Denoising Method Based on Projection Domain Feature
por: Sun, Mengyu, et al.
Publicado: (2024)
por: Sun, Mengyu, et al.
Publicado: (2024)
Segmenting infant brains across magnetic fields: Domain randomization and annotation curation in ultra-low field MRI
por: Zalevskyi, Vladyslav, et al.
Publicado: (2025)
por: Zalevskyi, Vladyslav, et al.
Publicado: (2025)
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation
por: Shirokikh, Boris, et al.
Publicado: (2025)
por: Shirokikh, Boris, et al.
Publicado: (2025)
TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting
por: Sharif, Muhammad Hamza, et al.
Publicado: (2024)
por: Sharif, Muhammad Hamza, et al.
Publicado: (2024)
Ejemplares similares
-
FairDiffusion: Enhancing Equity in Latent Diffusion Models via Fair Bayesian Perturbation
por: Luo, Yan, et al.
Publicado: (2024) -
Divergent Domains, Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading
por: Chokuwa, Sharon, et al.
Publicado: (2024) -
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation
por: Wu, Linshan, et al.
Publicado: (2024) -
Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputs
por: Gösche, Erik, et al.
Publicado: (2024) -
Privacy-Preserving Collaborative Medical Image Segmentation Using Latent Transform Networks
por: Bello, Saheed Ademola, et al.
Publicado: (2026)