Positron emission tomography (PET), a functional and dynamic molecular imaging technique, is generally used to reveal tumors’ biological behavior. Radiomics allows high-throughput extraction of multiple features from images with artificial intelligence (AI) approaches develops rapidly worldwide. Quantitative objective medical have been explored recognize reliable biomarkers, the development PET...

Radiomics has shown great promise in predicting various diseases. Researchers have previously attempted to include radiomics their automated detection, diagnosis, and segmentation algorithms, taking these steps based on the promising outcomes of radiomics-based studies. As a result increased attention given this topic, numerous institutions developed own software. These packages, other hand, be...

Background: This study aimed to build a radiomics model with deep learning (DL) and human auditing examine its diagnostic value in differentiating between coronavirus disease 2019 (COVID-19) community-acquired pneumonia (CAP).

Background First?pass effect (FPE), that is, achieving reperfusion with a single thrombectomy device pass, is associated better clinical outcomes in patients acute stroke. FPE therefore increasingly used as marker of and procedural efficacy. We aimed to evaluate the ability thrombus?based radiomics models predict undergoing endovascular compare performance experts nonradiomics thrombus characte...

Radiation pneumonitis (RP) is one of the common side effects radiotherapy in thoracic region. Radiomics and dosiomics quantifies information implicit within medical images dose distributions. In this study we demonstrated prognostic potential radiomics, dosiomics, clinical features for RP prediction. Radiomics, dose-volume histogram (DVH) metrics, parameters were obtained on 314 retrospectively...

In the context of non-small cell lung cancer (NSCLC) patients treated with EGFR tyrosine kinase inhibitors (TKIs), this research evaluated prognostic value CT-based radiomics. A comprehensive systematic review and meta-analysis studies up to April 2023, which included 3111 patients, was conducted. We utilized Quality in Prognosis Studies (QUIPS) tool radiomics quality scoring (RQS) system asses...