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Performance of Radiomics-based machine learning and deep learning-based methods in the prediction of tumor grade in meningioma: a systematic review and meta-analysis.
Neurosurg Rev
January 2025
Department of Neurosurgery, Mount Sinai Hospital, Icahn School of Medicine, New York City, NY, USA.
Currently, the World Health Organization (WHO) grade of meningiomas is determined based on the biopsy results. Therefore, accurate non-invasive preoperative grading could significantly improve treatment planning and patient outcomes. Considering recent advances in machine learning (ML) and deep learning (DL), this meta-analysis aimed to evaluate the performance of these models in predicting the WHO meningioma grade using imaging data.
View Article and Find Full Text PDFEfficacy of repetitive transcranial magnetic stimulation for phantom limb pain- a meta analysis of randomized controlled trials.
Neurol Sci
January 2025
Mayo Clinic, Rochester, MN, USA.
Introduction: Phantom limb pain (PLP) is a neuropathic syndrome experienced by the majority of amputees. Various treatment options are available for amputees suffering from PLP including pharmacological, psychological and neuromodulation techniques. Repetitive transcranial magnetic stimulation (rTMS) is a non-invasive neuromodulation technique that has proven its efficacy in alleviating PLP.
View Article and Find Full Text PDFBackground And Aims: Pancreatic fluid collections (PFCs), including walled-off necrosis (WON), are significant complications of acute pancreatitis, and their management often involves drainage, although the optimal type of stent for this purpose remains uncertain. This meta-analysis aimed to compare metal versus plastic stents for endoscopic ultrasound (EUS)-guided drainage of PFCs.
Methods: We searched PubMed, Embase, and Cochrane Library for randomized controlled trials (RCTs) comparing metal with plastic stents for drainage of PFCs.
Maternal and neonatal outcomes in pregnant women undergoing cardiac surgery: a systematic review and meta-analysis.
J Matern Fetal Neonatal Med
December 2025
Department of Gynaecology, Huzhou Maternity and Child Health Care Hospital, Huzhou City, Zhejiang Province, China.
Objective: Cardiac diseases that require surgical intervention present a unique challenge during pregnancy and may affect both maternal and neonatal outcomes. This systematic review and meta-analysis aimed to evaluate maternal and neonatal outcomes in pregnant females undergoing cardiac surgery.
Methods: A comprehensive manual and electronic search was conducted in PubMed, EMBASE, Cochrane Library, and Web of Sciences databases for studies published up to 31 May 2024.
Therapeutic quality of exercise interventions for chronic low back pain: a meta-research study using i-CONTENT tool.
BMJ Evid Based Med
January 2025
Department of Neurosciences, Rehabilitation, Ophthalmology, Genetic and Maternal Infantile Sciences (DINOGMI), University of Genova, Genova, Italy.
Objective: To assess the therapeutic quality of exercise interventions delivered in chronic low back pain (cLBP) trials using the international Consensus on Therapeutic Exercise aNd Training (i-CONTENT) tool and its inter-rater agreement.
Methods: We performed a meta-research study, starting from the trials' arms included in the published Cochrane review (2021) 'Exercise therapy for chronic low back pain'. Two pairs of independent reviewers applied the i-CONTENT tool, a standardised tool designed to ensure the quality of exercise therapy intervention, in a random sample of 100 different exercise arms.
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