Machine Learning-Based Prediction of Prostate Biopsy Necessity Using PSA, MRI, and Hematologic Parameters.

To establish a machine learning (ML) model for predicting prostate biopsy outcomes using prostate-specific antigen (PSA) values, multiparametric magnetic resonance imaging (mpMRI) findings, and hematologic parameters. The medical records of the patients who had undergone a prostate biopsy were evaluated. Laboratory findings, mpMRI findings, and prostate biopsy results were collected.

The Comparative Effects of Anakinra and Tocilizumab on Inflammation and Cerebral Vasospasm in an Experimental Subarachnoid Hemorrhage Model.

: Subarachnoid hemorrhage (SAH) is a life-threatening cerebrovascular condition that triggers a robust inflammatory response and cerebral vasospasm. This study aimed to evaluate the effects of anakinra, an interleukin-1 receptor antagonist, and tocilizumab, an interleukin-6 receptor antagonist, on inflammation and vasospasm in an experimental rat SAH model. : Forty male Sprague Dawley rats (200-250 g) were randomly assigned to five groups: control, SAH, SAH + anakinra (ANA), SAH + tocilizumab (TCZ), and SAH + anakinra + tocilizumab (ANA+TCZ).

Content quality and reliability of the YouTube videos about chronic prostatitis.

Background: YouTube is one of the most used social media platforms for accessing health information.

Objective: To evaluate the quality and reliability of YouTube videos about chronic prostatitis.

Methods: YouTube search using the keywords "kronik prostatit" for Turkish videos and 'chronic prostatitis' for English videos were done.

The prediction of semen quality based on lifestyle behaviours by the machine learning based models.

Purpose: To find the machine learning (ML) method that has the highest accuracy in predicting the semen quality of men based on basic questionnaire data about lifestyle behavior.

Methods: The medical records of men whose semen was analyzed for any reason were collected. Those who had data about their lifestyle behaviors were included in the study.

Comparison of histopathological and biomechanical changes of ligamentum mucosum in patients with anterior cruciate ligament rupture.

Objectives: The aim of this study was to identify the biomechanical and histopathological changes of ligamentum mucosum (LM) in patients with intact versus ruptured anterior cruciate ligament (ACL).

Patients And Methods: A total of 67 patients (45 males, 22 females; mean age: 33.2±7.