Leveraging machine learning approaches for predicting potential Lyme disease cases and incidence rates in the United States using Twitter.

Background: Lyme disease is one of the most commonly reported infectious diseases in the United States (US), accounting for more than [Formula: see text] of all vector-borne diseases in North America.

Objective: In this paper, self-reported tweets on Twitter were analyzed in order to predict potential Lyme disease cases and accurately assess incidence rates in the US.

Methods: The study was done in three stages: (1) Approximately 1.

Outcomes Associated With Intracranial Aneurysm Treatments Reported as Safe, Effective, or Durable: A Systematic Review and Meta-Analysis.

Importance: Testing new medical devices or procedures in terms of safety, effectiveness, and durability should follow the strictest methodological rigor before implementation.

Objectives: To review and analyze studies investigating devices and procedures used in intracranial aneurysm (IA) treatment for methods and completeness of reporting and to compare the results of studies with positive, uncertain, and negative conclusions.

Data Sources: Embase, MEDLINE, Web of Science, and The Cochrane Central Register of Clinical Trials were searched for studies on IA treatment published between January 1, 1995, and the October 1, 2022.

Severe brain injury in children aged 0-5 years in urban areas: the role of socio-economic development and parental responsibility.

Cranioencephalic trauma is a transient or permanent cerebral dysfunction resulting from a direct or indirect shock applied to the skull and its contents. The aim of this study was to establish the aetiological and favourable factors for the occurrence of cranioencephalic trauma in children under 5 years of age in an urban environment, in order to expose the implication of socio-economic development and parental responsibility. This was a 5-year mixed-methods analytical study from 10/07/2017 to 10/07/2022.

The Burden of Pediatric Subarachnoid Hemorrhage Healthcare Disparities in Senegal: A Retrospective Cohort Study.

Introduction: Pediatric aneurysms are uncommon but potentially deadly clinical conditions with varied etiology and outcomes. In low-resource countries, numerous barriers prevent the timely diagnosis and management of pediatric aneurysmal subarachnoid hemorrhage (aSAH). Thus, this study aimed to assess the mortality of pediatric aSAH stemming from limited access to pediatric neurological surgery care in Senegal.

Decompressive craniectomy: indications and results of 24 cases at the neurosurgery clinic of Fann university hospital of Dakar.

Decompressive craniectomy is a surgical technique considered to be the last step in the management of intracranial hypertension. The objective of our study was to evaluate our results in the management of intracranial hypertension by decompressive craniectomy. This was a retrospective study of 24 cases of decompressive craniectomy performed over a 9-year period (from January 2010 to December 2019) at the Fann Neurosurgery Clinic.