Radiation therapy (RT) plays a key role in curative-intent treatments for head and neck
cancers. Its use is indicated as a sole therapy in early stage tumors or in combination with …

Radiotherapy and radiation oncology play a key role in the clinical management of patients
suffering from oncological diseases. In clinical routine, anatomic imaging such as contrast …

With the continuous development of medical image informatics technology, more and more
high-throughput quantitative data could be extracted from digital medical images, which has …

Recent advancements in computational power, machine learning, and artificial intelligence
technology have enabled automated evaluation of medical images to generate quantitative …

Purpose Biomedical data frequently contain imbalance characteristics which make
achieving good predictive performance with data-driven machine learning approaches a …

Radiomics studies require many patients in order to power them, thus patients are often
combined from different institutions and using different imaging protocols. Various studies …

Background: Although many works have supported the utility of PET radiomics, several
authors have raised concerns over the robustness and replicability of the results. This study …

Radiomics is an upcoming field in nuclear oncology, both promising and technically
challenging. To summarize the already undertaken work on supradiaphragmatic neoplasia …

Objectives To identify an 18 F-fluorodeoxyglucose (18 F-FDG) positron emission
tomography (PET) radiomics-based model for predicting progression-free survival (PFS) and …

Locoregional failure remains a therapeutic challenge in oropharyngeal squamous cell
carcinoma (OPSCC). We aimed to devise novel objective imaging biomarkers for prediction …