[HTML][HTML] Artificial Intelligence for Clinical Prediction: Exploring Key Domains and Essential Functions
M Khalifa, M Albadawy - Computer Methods and Programs in Biomedicine …, 2024 - Elsevier
Background Clinical prediction is integral to modern healthcare, leveraging current and
historical medical data to forecast health outcomes. The integration of Artificial Intelligence …
historical medical data to forecast health outcomes. The integration of Artificial Intelligence …
[HTML][HTML] Cardiac computed tomography radiomics: a narrative review of current status and future directions
J Shang, Y Guo, Y Ma, Y Hou - Quantitative Imaging in Medicine …, 2022 - ncbi.nlm.nih.gov
Methods We searched for English-language articles published between January 2010 and
August 2021 in the databases of PubMed, Embase, and Google Scholar. The keywords …
August 2021 in the databases of PubMed, Embase, and Google Scholar. The keywords …
Myocardial function prediction after coronary artery bypass grafting using mri radiomic features and machine learning algorithms
The main aim of the present study was to predict myocardial function improvement in cardiac
MR (LGE-CMR) images in patients after coronary artery bypass grafting (CABG) using …
MR (LGE-CMR) images in patients after coronary artery bypass grafting (CABG) using …
Preoperative prediction of pancreatic neuroendocrine tumor grade based on 68Ga-DOTATATE PET/CT
J Ma, X Wang, M Tang, C Zhang - Endocrine, 2024 - Springer
Objective To establish a prediction model for preoperatively predicting grade 1 and grade
2/3 tumors in patients with pancreatic neuroendocrine tumors (PNETs) based on 68Ga …
2/3 tumors in patients with pancreatic neuroendocrine tumors (PNETs) based on 68Ga …
Radiomics analysis of contrast-enhanced T1W MRI: predicting the recurrence of acute pancreatitis
L Tang, L Ma, Y Chen, Y Hu, X Chen, X Huang… - Scientific Reports, 2023 - nature.com
To investigate the predictive value of radiomics based on T1-weighted contrast-enhanced
MRI (CE-MRI) in forecasting the recurrence of acute pancreatitis (AP). A total of 201 patients …
MRI (CE-MRI) in forecasting the recurrence of acute pancreatitis (AP). A total of 201 patients …
Quality assessment of radiomics research in cardiac CT: a systematic review
Objectives To assess the quality of current radiomics research on cardiac CT using
radiomics quality score (RQS) and Transparent Reporting of a multivariable prediction …
radiomics quality score (RQS) and Transparent Reporting of a multivariable prediction …
Imaging biomarkers in cardiac CT: moving beyond simple coronary anatomical assessment
G Cundari, L Marchitelli, G Pambianchi, F Catapano… - La radiologia …, 2024 - Springer
Cardiac computed tomography angiography (CCTA) is considered the standard non-
invasive tool to rule-out obstructive coronary artery disease (CAD). Moreover, several …
invasive tool to rule-out obstructive coronary artery disease (CAD). Moreover, several …
[HTML][HTML] Deep learning applications in myocardial perfusion imaging, a systematic review and meta-analysis
Background Coronary artery disease (CAD) is a leading cause of death worldwide, and the
diagnostic process comprises of invasive testing with coronary angiography and non …
diagnostic process comprises of invasive testing with coronary angiography and non …
Coronary computed tomography angiography imaging features combined with computed tomography-fractional flow reserve, pericoronary fat attenuation index, and …
J Hou, G Zheng, L Han, Z Shu, H Wang, Z Yuan… - Journal of Nuclear …, 2023 - Elsevier
Background This study aimed to predict myocardial ischemia (MIS) by constructing models
with imaging features, CT-fractional flow reserve (CT-FFR), pericoronary fat attenuation …
with imaging features, CT-fractional flow reserve (CT-FFR), pericoronary fat attenuation …
Radiomics in cardiac computed tomography
I Ayx, MF Froelich, S Baumann, T Papavassiliu… - Diagnostics, 2023 - mdpi.com
In recent years, there has been an increasing recognition of coronary computed
tomographic angiography (CCTA) and gated non-contrast cardiac CT in the workup of …
tomographic angiography (CCTA) and gated non-contrast cardiac CT in the workup of …