Segmentation-Guided Radiology Report Generation for Pneumothorax Detection in Chest X-Rays

Yiming Jia, Ahmed T. Elboardy, Essam A. Rashed

Proceedings of the AAAI Conference on Artificial Intelligence, Jan, 2026 Peer-reviewedLast author
The Need to Move Beyond Explainability Toward Chain-of-Thought Reasoning: A Focus on AI for Mammography

Yalda Zafari, Shahd Soliman, Essam A. Rahed, Mohamed Mabrok

Proceedings of the AAAI Conference on Artificial Intelligence, Jan, 2026 Peer-reviewed
Contextual transformer for brain stroke segmentation in MRI

Muhammad Nouman, Mohamed Mabrok, Mohammad al-Shatouri, Essam A. Rashed

Computers and Electrical Engineering, 129(110795), Jan, 2026 Peer-reviewedLast authorCorresponding author
Multimodal Vision-Language Models in Radiology: Achievements, Challenges, and Future Directions

Essam A. Rashed, Ahmed T. Elboardy, Muhammad Nouman, Yiming Jia, Ghada Khoriba

The International Forum on Medical Imaging in Asia (IFMIA 2026), Jan, 2026 Peer-reviewedInvitedLead authorCorresponding author
SliceInsightNet++: Learnable Cross-Slice Fusion and Domain Generalization for Robust Spine MRI Segmentation

Mina Yousef, Essam A. Rashed

The International Forum on Medical Imaging in Asia (IFMIA 2026), Jan, 2026 Peer-reviewedLast author

Misc.

Numerical and Experimental Study on EEG Source Distribution using Segmentation-free Head Model

水谷笙吾, RASHED Essam, GOMEZ-TAMES Jose, 和坂俊昭, 木田哲夫, 木田哲夫, 平田晃正

電子情報通信学会大会講演論文集(CD-ROM), 2021, 2021
Personalized head models from MRI using convolutional neural networks

RASHED Essam A., GOMEZ-TAMES Jose, HIRATA Akimasa

電子情報通信学会技術研究報告, 119(42(EST2019 1-7)), 2019
圧縮センシングを用いた少数方向投影データからのCT画像再構成 (特集 CT技術のブレイクスルー)

工藤博幸, ラシドイサム

映像情報medical, 43(13) 1093-1099,1054, Dec, 2011
インテリアCTにおける画像再構成法の提案 (特集 CT技術の最前線--被ばく低減への試み)

工藤博幸, ラシドイサム

映像情報medical, 41(13) 1341-1347, Dec, 2009

Books and Other Publications

Deep learning in stroke care

Yalda Zafari, Essam A. Rashed, Walayat Hussain, Mohamed Mabrok (Role: Joint author, Deep Learning Applications in Neuroinformatics)

Elsevier, Dec, 2025
Multimodal Foundation Models for Radiological Understanding and Report Generation

S. E. Rashed, G. Khoriba, E. A. Rashed (Role: Joint author, Large Language Models in Healthcare: Opportunities, Applications, and Challenges)

CRC Press, Dec, 2025
Projection of COVID-19 positive cases considering new viral variants and vaccination effectiveness models: Deep learning approach

Akimasa Hirata, Sachiko Kodera, Essam A. Rashed (Role: Joint author, Social Simulation of COVID-19 with AI in Japan: Multi-agent Simulation, Multi-layered AI Simulation, Deep Learning-Based Modelling, and Beyond)

Springer Nature, Sep, 2025 (ISBN: 9789819680658)
Large Language Models in Medical Image Understanding

Ghada Khoriba, Muhammad Nouman, Essam A. Rashed (Role: Joint author, Cutting-Edge Artificial Intelligence Advances and Implications in Real-World Applications)

CRC Press, Mar, 2025 (ISBN: 9781032632483)
COVID-19 and Environment: Impacts of a Global Pandemic,

Sachiko Kodera, Essam A. Rashed (Role: Supervisor (editorial))

MDPI, Basel, Nov, 2022 (ISBN: 9783036558417)

Efficient and Private Large Multi-Modal Model Training and Inference over Heterogeneous Edge-Cloud Networks

NEXUS, JST, Apr, 2025 - Mar, 2028
Interactive medical image diagnosis with chatbot assistance

PRESTO, Japan Science and Technology Agency (JST), Oct, 2023 - Mar, 2027

Essam Rashed
Interpretable multimodal AI for enhanced breast cancer diagnosis

International Research Collaboration Co-fund (IRCC), Qatar University, Jan, 2025 - Dec, 2026

Essam A. Rashed (LPI), Mohamed Mabrok (LPI)
Integrated deep learning model for personalized transcranial magnetic stimulation

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2022 - Mar, 2025

Essam Rashed, Akimasa Hirata, Jose Gomez-Tames
Transformer‐based deep learning for rapid stroke diagnosis

Qatar-Japan Research Collaboration (QJRC) Program, 2023 - 2024

Essam Rashed, Mohamed Mabrok