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Q.J.J. Wu

ORCID: 0009-0004-6120-8689
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About
Contact & Profiles
A5036618921
Research Areas
  • Advanced Radiotherapy Techniques
  • Head and Neck Cancer Studies
  • Radiomics and Machine Learning in Medical Imaging
  • Statistical Methods in Clinical Trials
  • Wireless Body Area Networks
  • Advances in Oncology and Radiotherapy
  • Nuclear Physics and Applications
  • Medical Imaging Techniques and Applications
  • AI in cancer detection
  • Machine Learning in Healthcare
  • Advanced X-ray and CT Imaging
  • Sepsis Diagnosis and Treatment
  • Statistical Methods in Epidemiology

First Affiliated Hospital of Fujian Medical University
 2024

Fujian Medical University
 2024

 Explainable machine learning for early prediction of sepsis in traumatic brain injury: A discovery and validation study
OPENALEX - Publications 
Winston Liu Yu Xing Jinhong Chen Weizhi Chen Q.J.J. Wu

People with traumatic brain injury (TBI) are at high risk for infection and sepsis. The aim of the study was to develop validate an explainable machine learning(ML) model based on clinical features early prediction sepsis in TBI patients. We enrolled all patients Medical Information Mart Intensive Care IV database from 2008 2019. All were randomly divided into a training set (70%) test (30%). univariate multivariate regression analyses used feature selection. Six ML methods applied model....

10.1371/journal.pone.0313132 article EN cc-by PLoS ONE 2024-11-11
 Using Virtual Monoenergetic Images and Electron Density (Rho) Images from Photon-Counting CT (PCCT) for Radiation Therapy (RT) Dose Calculation: A Comparison Study
OPENALEX - Publications 
Xiaodong Wu Patrick Wohlfahrt Jainil Shah Q Wu Q.J.J. Wu and 1 more Yun Sheng

10.1016/j.ijrobp.2024.07.2185 article EN International Journal of Radiation Oncology*Biology*Physics 2024-09-27
 Training a Diffusion-GAN to Improve the Head-and-Neck Intensity Modulated Radiation Therapy Fluence Generator
OPENALEX - Publications 
S. Reid Xue Li Q.J.J. Wu Yang Sheng

10.1016/j.ijrobp.2024.07.406 article EN International Journal of Radiation Oncology*Biology*Physics 2024-09-27
 Automated Treatment Planning with Deep Reinforcement Learning for Head-and-Neck Cancer Intensity Modulated Radiation Therapy
OPENALEX - Publications 
D. Yang Xiaodong Wu Xingjian Li R. Mansfield Q.J.J. Wu and 2 more Qingrong Wu Yuan Sheng

10.1016/j.ijrobp.2024.07.107 article EN International Journal of Radiation Oncology*Biology*Physics 2024-09-27
 A Reinforcement Learning Approach to Automate Breast Radiation Therapy Treatment Planning Using Electronic Compensation (ECOMP)
OPENALEX - Publications 
D. Yang Xuelong Li Se-Jong Yoo R.C. Blitzblau Susan G. R. McDuff and 5 more Sarah Jo Stephens Paul Segars Q.J.J. Wu F.F. Yin Yuan Sheng

10.1016/j.ijrobp.2024.07.106 article EN International Journal of Radiation Oncology*Biology*Physics 2024-09-27
 Prospective Clinical Integration of AI Based Treatment Planning Tool for Whole Breast Radiation Therapy (WBRT): A Single Institution's Three-Year Experience
OPENALEX - Publications 
D. Yang Cameron Murr S. Yoo L. O'Neill S. Catalano and 5 more R.C. Blitzblau Susan Mcduff F.F. Yin Q.J.J. Wu Yingjie Sheng

10.1016/j.ijrobp.2022.07.389 article EN International Journal of Radiation Oncology*Biology*Physics 2022-10-22
 Commissioning of an Artificial Intelligence (AI) Tool for Automated Head and Neck Intensity Modulated Radiation Therapy (IMRT) Treatment Planning
OPENALEX - Publications 
X. Li Yingjie Sheng Q.J.J. Wu Yaojin Ge Chun-Wei Wang and 8 more D.M. Brizel Y.M. Mowery J. Lee D. Yang W. Wang H. Stephens F.F. Yin Q. Wu

10.1016/j.ijrobp.2022.07.401 article EN International Journal of Radiation Oncology*Biology*Physics 2022-10-22
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