World's Best Scientists 2026 revealed!
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Engineering and Technology
USA
2026

D-Index & Metrics

Engineering and Technology

D-Index
106
Citations
38949
World Ranking
106
National Ranking
43

Research.com Recognitions

  • 2026 - Research.com Engineering and Technology in United States Leader Award
  • 2025 - Research.com Engineering and Technology in United States Leader Award

Overview

Lei Xing is affiliated with Stanford University in the United States and has a research focus centered primarily within the field of Medicine. Their work notably spans several subfields including Radiology, Nuclear Medicine and Imaging, Radiation, Biomedical Engineering, Pulmonary and Respiratory Medicine, and Computer Vision and Pattern Recognition.

Their recent scholarly output features papers on advanced methods in medical image segmentation and healthcare machine learning. Notable publications include:

  • TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers (2024), published in Medical Image Analysis
  • Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation (2020), published in IEEE Transactions on Neural Networks and Learning Systems
  • Shifting machine learning for healthcare from development to deployment and from models to data (2022), published in Nature Biomedical Engineering
  • NeRP: Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction (2022), published in IEEE Transactions on Neural Networks and Learning Systems
  • Self-Supervised Feature Learning via Exploiting Multi-Modal Data for Retinal Disease Diagnosis (2020), published in IEEE Transactions on Medical Imaging

Their research topics cover a broad range of areas related to medical technology and imaging, including:

  • Advanced Radiotherapy Techniques
  • Medical Imaging Techniques and Applications
  • Radiomics and Machine Learning in Medical Imaging
  • Advanced X-ray and CT Imaging
  • Radiation Therapy and Dosimetry
  • AI in cancer detection
  • Advanced Neural Network Applications

Lei Xing has collaborated extensively with several frequent co-authors, including Lequan Yu, Md Tauhidul Islam, Wei Zhao, Bin Han, and Yong Yang, indicating active participation in multidisciplinary research teams.

Their publication venues demonstrate a consistent presence in fields related to medical imaging and radiation, with contributions to:

  • arXiv (Cornell University)
  • International Journal of Radiation Oncology*Biology*Physics
  • Medical Physics
  • Physics in Medicine and Biology
  • SSRN Electronic Journal

Lei Xing has also authored book publications with recognized academic publishers, including Springer Science+Business Media and Frontiers Media. Titles include Applications of Medical Artificial Intelligence (2023) and Application of Radiomics in Understanding Tumor Biological Behaviors and Treatment Response (2023).

Best Publications

  • Overview of image-guided radiation therapy.

    Lei Xing;Brian Thorndyke;Eduard Schreibmann;Yong Yang

  • Coexisting Single-Atomic Fe and Ni Sites on Hierarchically Ordered Porous Carbon as a Highly Efficient ORR Electrocatalyst

    Zhengju Zhu;Zhengju Zhu;Huajie Yin;Yun Wang;Cheng-Hao Chuang

  • Deep Generative Adversarial Neural Networks for Compressive Sensing MRI

    Morteza Mardani;Enhao Gong;Joseph Y. Cheng;Shreyas S. Vasanawala

  • Segmentation of organs-at-risks in head and neck CT images using convolutional neural networks

    Bulat Ibragimov;Lei Xing

  • Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation

    Xiaomeng Li;Lequan Yu;Hao Chen;Chi-Wing Fu

  • Applications of π-π stacking interactions in the design of drug-delivery systems

    Wan-Ru Zhuang;Yi Wang;Peng-Fei Cui;Lei Xing

  • Modified U-Net (mU-Net) With Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images

    Hyunseok Seo;Charles Huang;Maxime Bassenne;Ruoxiu Xiao

  • Transferring Biomarker into Molecular Probe: Melanin Nanoparticle as a Naturally Active Platform for Multimodality Imaging

    Quli Fan;Kai Cheng;Xiang Hu;Xiaowei Ma

  • GPU computing in medical physics: a review.

    Guillem Pratx;Lei Xing

  • Effective anti-thrombotic therapy without stenting: intravascular optical coherence tomography-based management in plaque erosion (the EROSION study)

    Haibo Jia;Jiannan Dai;Jingbo Hou;Lei Xing

  • Compressed sensing based cone-beam computed tomography reconstruction with a first-order method.

    Kihwan Choi;Jing Wang;Lei Zhu;Tae Suk Suh

  • Critical fluctuations in the thermodynamics of quasi-two-dimensional type-II supeconductors.

    Zlatko Tesanovic;Lei Xing;Lev Bulaevskii;Qiang Li

  • Fenton reaction-independent ferroptosis therapy via glutathione and iron redox couple sequentially triggered lipid peroxide generator.

    Yu-Jing He;Xiao-Ying Liu;Lei Xing;Xing Wan

  • Nonculprit plaques in patients with acute coronary syndromes have more vulnerable features compared with those with non-acute coronary syndromes: a 3-vessel optical coherence tomography study.

    Koji Kato;Taishi Yonetsu;Soo-Joong Kim;Lei Xing

  • Fully automated quantitative cephalometry using convolutional neural networks.

    Sercan Ö. Arik;Bulat Ibragimov;Lei Xing

  • A two-phase flow and non-isothermal agglomerate model for a proton exchange membrane (PEM) fuel cell

    Lei Xing;Lei Xing;Xiaoteng Liu;Taiwo Alaje;Ravi Kumar

  • Patient-specific reconstruction of volumetric computed tomography images from a single projection view via deep learning

    Liyue Shen;Wei Zhao;Lei Xing

  • Novel benzo-bis(1,2,5-thiadiazole) fluorophores for in vivo NIR-II imaging of cancer.

    Yao Sun;Yao Sun;Chunrong Qu;Hao Chen;Maomao He

  • Distinct morphological features of ruptured culprit plaque for acute coronary events compared to those with silent rupture and thin-cap fibroatheroma: a combined optical coherence tomography and intravascular ultrasound study.

    Jinwei Tian;Xuefeng Ren;Rocco Vergallo;Lei Xing

  • Synergistic Assembly of Heavy Metal Clusters and Luminescent Organic Bridging Ligands in Metal–Organic Frameworks for Highly Efficient X-ray Scintillation

    Cheng Wang;Olga Volotskova;Kuangda Lu;Moiz Ahmad

  • Coordination Polymer Coated Mesoporous Silica Nanoparticles for pH‐Responsive Drug Release

    Lei Xing;Haoquan Zheng;Yuanyuan Cao;Shunai Che

  • Model-based image reconstruction for four-dimensional PET

    Tianfang Li;Brian Thorndyke;Eduard Schreibmann;Yong Yang

  • Four-dimensional cone-beam computed tomography using an on-board imager.

    Tianfang Li;Lei Xing;Peter Munro;Christopher McGuinness

Frequent Co-Authors

Ik-Kyung Jang
Ik-Kyung Jang Massachusetts General Hospital
Yaoqin Xie
Yaoqin Xie Chinese Academy of Sciences
Albert C. Koong
Albert C. Koong The University of Texas MD Anderson Cancer Center
Hang Lee
Hang Lee Harvard University
Quynh-Thu Le
Quynh-Thu Le Stanford University
Zhen Cheng
Zhen Cheng Stanford University
Stephen Boyd
Stephen Boyd Stanford University
Rebecca Fahrig
Rebecca Fahrig Siemens Healthcare (United States)
Qing-Hua Xu
Qing-Hua Xu National University of Singapore
James Z. Wang
James Z. Wang Pennsylvania State University

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