Applications of radiomics and machine learning for radiotherapy of malignant brain tumors.

Martin KocherMaximilian I RugeNorbert GalldiksPhilipp Lohmann

Published in: Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al] (2020)

Clinical application of automated image analyses based on radiomics and artificial intelligence has a great potential for improving radiotherapy in patients with malignant brain tumors. However, a common problem associated with these techniques is the large variability and the lack of standardization of the methods applied.

Keyphrases

artificial intelligence
machine learning
deep learning
early stage
big data
locally advanced
lymph node metastasis
radiation induced
radiation therapy
contrast enhanced
rectal cancer
high throughput
human health