Search Results - radiation+therapy

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Optical Reservoir Computing for Lung Tumor Movement Prediction in Radiation Therapy Applications
RPI ID: 2020-059-201 Innovation Summary: A recurrent neural network (RNN) architecture is developed to predict tumor movement during radiation therapy. The model uses time-series data from respiratory and anatomical signals to forecast tumor position in real time. It supports adaptive radiation delivery and minimizes exposure to surrounding healthy...
Published: 3/10/2026   |   Inventor(s): Alex Hollingsworth, Clare Thiem, Nathan McDonald, Zhizhuo Liang, Zhaoran Huang
Keywords(s): CT, machine-learning, motion prediction, radiation therapy, real-time, reservoir computing, tumor
Category(s): Biotechnology and the Life Sciences
2020-363 ROTATIONAL INTENSITY MODULATION FOR ULTRA HIGH DOSE RATE (FLASH) X-RAY DOSE DELIVERY
Summary: UCLA researchers in the Department of Radiation Oncology have developed a collimation device that can achieve ultrafast delivery and complex dose modulation for x-ray radiotherapy. Background: Radiotherapy aims to treat and control the growth of tumors via exposure to high doses of ionizing radiation. While it is generally effective, it...
Published: 7/17/2025   |   Inventor(s): Ke Sheng, Qihui Lyu
Keywords(s): Hospital Systems And Devices, Medical Device, Oncology, Radiation Therapy, X-Ray
Category(s): Therapeutics > Radiology, Therapeutics > Oncology, Therapeutics > Radiology > Radiomitigation
Solid Phantom Device for Beam Scanning
Project ID:D2021-29 Radiation therapy is a common curative procedure to treat cancer. The goal of radiation therapy is to expose the tumor to a sufficient dose of radiation so as to eradicate all cancer cells. The radiation dose is often close to the tolerance level of the normal body tissues. It is, therefore, necessary to determine the dosage levels...
Published: 1/9/2026   |   Inventor(s): E. Parsai, Diana Shvydka, Kanru Xie
Keywords(s): 3D scanning water tank, Acceptance testing, beam scanning, Commissioning, Phantom , Radiation beam, Radiation therapy
Category(s): Radiation Oncology, Medical Device