Results 261 to 270 of about 60,054 (340)

Predicting ICU Readmission in Patients With Cerebral Infarction: A Machine Learning Approach Using Neurophysiological and Clinical Data

open access: yesBrain and Behavior, Volume 15, Issue 10, October 2025.
We developed and validated machine learning models using clinical and neurophysiological data from the MIMIC‐IV database to predict ICU readmission in patients with cerebral infarction. The integrated approach provides improved risk stratification and supports clinical decision‐making in neurocritical care.
Hang Su   +5 more
wiley   +1 more source

Constructing a Model Using Clock‐Related lncRNAs for Predicting the Tumor Microenvironment of Gliomas

open access: yesBrain and Behavior, Volume 15, Issue 10, October 2025.
Step 1: Identify hub clock‐related genes through differential expression analysis, univariate Cox analysis, and LASSO‐Cox regression; Step 2: Identify and screen hub clock‐related lncRNAs using correlation analysis and LASSO‐Cox regression; Step 3: Validate the expression differences of the selected lncRNAs in cell experiments using qPCR.
Mingjie Gong   +5 more
wiley   +1 more source

The Role of Multiparametric MRI Radiomics for Preoperative Prediction of Axillary Lymph Node Metastasis in Patients With Invasive Breast Cancer: A Comparative Study

open access: yesCancer Innovation, Volume 4, Issue 5, October 2025.
This study compared the preoperative noninvasive prediction of axillary lymph node metastasis in patients with invasive breast cancer using radiomics derived from single and multi‐sequence MRI. The combined radiomics model outperformed the single‐sequence models, with the DCE model performing better among the single‐sequence models.
Qingcong Kong   +12 more
wiley   +1 more source

Kupffer Phase Radiomics Signature in Sonazoid Contrast‐Enhanced Ultrasound Predicts Immunohistochemistry Marker Expression in Hepatocellular Carcinoma

open access: yesCancer Medicine, Volume 14, Issue 19, October 2025.
ABSTRACT Purpose Few studies have explored the value of radiomics signatures in predicting immunohistochemical (IHC) staining markers. This study aimed to investigate and validate radiomics models based on the Kupffer phase of Sonazoid contrast‐enhanced intraoperative ultrasonography (S‐CEUS) images for predicting IHC marker expression in ...
Chen Li   +5 more
wiley   +1 more source

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