Search Results - shiyu+duan

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Machine-Learning Development Framework
Utilizes Sufficiently Labeled Data to Efficiently Train Machine-Learning Models This machine-learning framework develops and trains machine learning models without the need for a training data set that is fully-labeled. In classification, designing learning algorithms that can produce performance models using less human supervision is a long-sought...
Published: 8/9/2022   |   Inventor(s): Jose Principe, Shiyu Duan
Keywords(s):  
Category(s): Technology Classifications > Engineering > Computer Science
Chance-Constrained Optimization for Treatment of Prostate and Other Cancers in Intensity-Modulated Proton Therapy
The quality of IMPT treatment plans may be drastically diminished by uncertainties such as proton range and patient setup errors. If these uncertainties are not figured into treatment planning, the dose distribution that the patient receives may not be the same as the planned dose distribution. New treatment plans, which include optimized software/programming,...
Published: 4/19/2023   |   Inventor(s): Jianming Liang, Yu An, Wei Liu
Keywords(s):  
Category(s): Computing & Information Technology, Life Science (All LS Techs), Medical Imaging