Longxi Zhou

King Abdullah University of Science and Technology — Saudi Arabia

Medicine · Health Sciences

10h-index588citations28works17.72yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(7), Privacy-Preserving Technologies in Data(6), Artificial Intelligence in Healthcare and Education(5), AI in cancer detection(4), COVID-19 diagnosis using AI(4)

Publications28 total

Source code for "HorusEye: A self-supervised foundation model for generalizable X-ray tomography restoration"
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Source code for "HorusEye: A self-supervised foundation model for generalizable X-ray tomography restoration"
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
LongxiZhou/Pulmonary-Embolism-Diagnosis-on-Non-contrast-CT: v1.0.2
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
LongxiZhou/Pulmonary-Embolism-Diagnosis-on-Non-contrast-CT: v1.0.2
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
LongxiZhou/Pulmonary-Embolism-Diagnosis-on-Non-contrast-CT: Pulmonary-Embolism-Diagnosis-on-Non-contrast-CT
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Improving Representation of High-Frequency Components for Medical Visual Foundation Models
IEEE Transactions on Medical Imaging·2025· 2 cited
Deep learning-driven pulmonary artery and vein segmentation reveals demography-associated vasculature anatomical differences
Nature Communications·2025· 9 citedOpen Access
Pre-trained multimodal large language model enhances dermatological diagnosis using SkinGPT-4
Nature Communications·2024· 122 citedOpen Access
Deep learning-driven pulmonary artery and vein segmentation reveals demography-associated vasculature anatomical differences
arXiv (Cornell University)·2024· 1 citedOpen Access
PPML-Omics: A privacy-preserving federated machine learning method protects patients’ privacy in omic data
Science Advances·2024· 43 citedOpen Access
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI
Computers in Biology and Medicine·2023· 24 cited
A unified method to revoke the private data of patients in intelligent healthcare with audit to forget
Nature Communications·2023· 13 citedOpen Access
Pre-trained Multimodal Large Language Model Enhances Dermatological Diagnosis using SkinGPT-4
2023· 20 citedOpen Access
Implicit Perception of Differences between NLP‐Produced and Human‐Produced Language in the Mentalizing Network (Adv. Sci. 12/2023)
Advanced Science·2023· 1 citedOpen Access
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI
2023· 5 citedOpen Access
Audit to Forget: A Unified Method to Revoke Patients’ Private Data in Intelligent Healthcare
2023· 5 citedOpen Access
Audit to Forget: A Unified Method to Revoke Patients' Private Data in Intelligent Healthcare
arXiv (Cornell University)·2023Open Access
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI
arXiv (Cornell University)·2023Open Access
Implicit Perception of Differences between NLP‐Produced and Human‐Produced Language in the Mentalizing Network
Advanced Science·2023· 8 citedOpen Access
Topology-Preserving Computed Tomography Super-Resolution Based on Dual-Stream Diffusion Model
Lecture notes in computer science·2023· 4 cited
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Frequent Co-authors

Xin Gao(19), Juexiao Zhou(16), Haoyang Li(13), Yuetan Chu(10), Zhongxiao Li(9), Bin Zhang(9), Wenkai Han(8), Zhaowen Qiu(5), Xingyu Liao(5), Di Wang(5), Xie De-xuan(4), Xigang Xiao(4), Gongning Luo(4), Xiaopeng Xu(3), Yongkang Long(3), Mengran Wang(3), Huanhuan Cui(3), Wei Chen(3), Yuxin Huang(2), Xiaonan He(2)