Prediction of the individual multileaf collimator positional deviations during dynamic IMRT delivery priori with artificial neural network

AFI Osman, NM Maalej, K Jayesh - Medical Physics, 2020 - Wiley Online Library
Purposes Multileaf collimator (MLC) positional accuracy during dynamic intensity
modulation radiotherapy (IMRT) delivery is crucial for safe and accurate patient treatment …

Radiation oncology in the era of big data and machine learning for precision medicine

AFI Osman - Book: Artificial Intelligence-Applications in Medicine …, 2019 - books.google.com
Abstract Machine learning (ML) applications in medicine represent an emerging field of
research with the potential to revolutionize the field of radiation oncology, in particular. With …

Dose Prediction in Oncology using Big Data

A Chauhan, A Dubey, MA Alam, R Malviya… - Big Data in Oncology … - taylorfrancis.com
In this era of information technology, big data analysis is entering biomedical sciences. Big
data is moving from hype to reality in medicine. Patient-specific dose prediction improves the …