The purpose of this study was to explore the effects of the integration of machine learning into daily radiological diagnostics, using the example of the machine learning software mdbrain (Mediaire GmbH, Germany) in the diagnostic MRI workflow of patients with multiple sclerosis at the University Medicine Greifswald. The data were assessed through expert interviews, a comparison of analysis times with and without the machine learning software, as well as a process analysis of MRI workflows. Our results indicate a reduction in the screen-reading workload, improved decision-making regarding contrast administration, an optimized workflow, reduced examination times, and facilitated report communication with colleagues and patients.
View Article and Find Full Text PDFStudy Design: Prospective quasi-experimental observational study.
Objective: The objective of this study was to evaluate whether duration of surgery is a modifiable risk factor for postoperative delirium (POD) after spine surgery and explore further modifiable risk factors. In addition, we sought to investigate the association between POD and postoperative cognitive dysfunction and persistent neurocognitive disorders.
[This corrects the article DOI: 10.2196/15488.].
View Article and Find Full Text PDFBackground: Elderly people are at particular high risk for postoperative delirium (POD) following spine surgery, which is associated with longer hospital stays, higher costs, risk for delayed complications, long-term care dependency, and cognitive dysfunction (POCD). It is insufficiently understood which mechanisms and risk factors contribute to the development of POD and POCD following these major but plannable surgeries.
Objective: This study aims to identify modifiable risk factors in spine surgery.
Background: Primary leptomeningeal melanocytic tumors of the central nervous system are rare and, especially in the spine, less frequent compared with other entities. There is no consensus regarding the best care of these tumors.
Case Description: We report 2 cases of primary leptomeningeal melanocytic tumors, 1 primary leptomeningeal melanoma (PLM) and 1 primary leptomeningeal melanocytoma (PLMC) of the upper cervical spine, and emphasize different surgical findings and clinical courses of these patients.
In this case report we present an immunocompetent 64-year-old patient presenting with an orbitofrontal invasive aspergillosis treated successfully with voriconazole monotherapy following biopsy and orbital decompression.
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