Seamless Iterative Semi-supervised Correction of Imperfect Labels in Microscopy Images. - Marawan Elbatel; Christina Bornberg; Manasi Kattel; Enrique Almar; Claudio Marrocco; Alessandro Bria (DART@MICCAI, 2022)

Mammograms Classification: A Review. - Marawan Elbatel (CoRR, 2022)

Federated Model Aggregation via Self-supervised Priors for Highly Imbalanced Medical Image Classification. - Marawan Elbatel; Hualiang Wang; Robert Martí; Huazhu Fu; Xiaomeng Li 001 (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

Self-prompting Large Vision Models for Few-Shot Medical Image Segmentation. - Qi Wu; Yuyao Zhang; Marawan Elbatel (DART@MICCAI, 2023)

An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis. - Marawan Elbatel; Konstantinos Kamnitsas; Xiaomeng Li 001 (MICCAI (1), 2024)

FD-SOS: Vision-Language Open-Set Detectors for Bone Fenestration and Dehiscence Detection from Intraoral Images. - Marawan Elbatel; Keyuan Liu; Yanqi Yang; Xiaomeng Li 001 (MICCAI (3), 2024)

ELK: Enhanced Learning Through Cross-Modal Knowledge Transfer for Lesion Detection in Limited-Sample Contrast-Enhanced Mammography Datasets. - Ricardo Montoya-del-Angel; Marawan Elbatel; Jorge Patricio Castillo-Lopez; Yolanda Villaseñor-Navarro; María-Ester Brandan; Robert Marti (Deep-Breath@MICCAI, 2024)

Evaluating the Fairness of Neural Collapse in Medical Image Classification. - Kaouther Mouheb; Marawan Elbatel; Stefan Klein 001; Esther E. Bron (MICCAI (10), 2024)

Fair Evaluation of Federated Learning Algorithms for Automated Breast Density Classification: The Results of the 2022 ACR-NCI-NVIDIA Federated Learning Challenge. - Kendall Schmidt; Ben Bearce; Ken Chang; Laura Coombs; Keyvan Farahani; Marawan Elbatel; Kaouther Mouheb; Robert Marti; Ruipeng Zhang; Yao Zhang 010; Yanfeng Wang 001; Yaojun Hu; et al. (CoRR, 2024)

Learning Unlabeled Clients Divergence via Anchor Model Aggregation for Federated Semi-supervised Learning. - Marawan Elbatel; Hualiang Wang; Jixiang Chen; Hao Wang; Xiaomeng Li 001 (CoRR, 2024)

CoMoTo: Unpaired Cross-Modal Lesion Distillation Improves Breast Lesion Detection in Tomosynthesis. - Muhammad Alberb; Marawan Elbatel; Aya Elgebaly; Ricardo Montoya-del-Angel; Xiaomeng Li 001; Robert Martí (CoRR, 2024)

Fair evaluation of federated learning algorithms for automated breast density classification: The results of the 2022 ACR-NCI-NVIDIA federated learning challenge. - Kendall Schmidt; Benjamin Bearce; Ken Chang; Laura Coombs; Keyvan Farahani; Marawan Elbatel; Kaouther Mouheb; Robert Marti; Ruipeng Zhang; Ya Zhang 002; Yanfeng Wang 001; Yaojun Hu; et al. (Medical Image Anal., 2024)

Learning Unlabeled Clients Divergence for Federated Semi-Supervised Learning via Anchor Model Aggregation. - Marawan Elbatel; Hualiang Wang; Jixiang Chen; Hao Wang; Xiaomeng Li 001 (Trans. Mach. Learn. Res., 2024)

FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition. - Marawan Elbatel; Robert Martí; Xiaomeng Li 001 (IEEE Trans. Medical Imaging, 2024)

PSFHS challenge report: Pubic symphysis and fetal head segmentation from intrapartum ultrasound images. - Jieyun Bai; Zihao Zhou; Zhanhong Ou; Gregor Köhler; Raphael Stock; Klaus H. Maier-Hein; Marawan Elbatel; Robert Martí; Xiaomeng Li 001; Yaoyang Qiu; Panjie Gou; Gongping Chen; et al. (Medical Image Anal., 2025)

Corrigendum to "PSFHS challenge report: pubic symphysis and fetal head segmentation from intrapartum ultrasound images" [Medical Image Analysis 99 (2025),103353]. - Jieyun Bai; Zihao Zhou; Zhanhong Ou; Gregor Köhler; Raphael Stock; Klaus H. Maier-Hein; Marawan Elbatel; Robert Martí; Xiaomeng Li 001; Yaoyang Qiu; Panjie Gou; Gongping Chen; et al. (Medical Image Anal., 2025)

Reinforced Correlation Between Vision and Language for Precise Medical AI Assistant. - Haonan Wang; Jiaji Mao; Lehan Wang; Qixiang Zhang; Marawan Elbatel; Yi Qin; Huijun Hu; Baoxun Li; Wenhui Deng; Weifeng Qin; Hongrui Li; Jialin Liang; et al. (CoRR, 2025)

Geometric-Guided Few-Shot Dental Landmark Detection with Human-Centric Foundation Model. - Anbang Wang; Marawan Elbatel; Keyuan Liu; Lizhuo Lin; Meng Lan; Yanqi Yang; Xiaomeng Li (CoRR, 2025)