The Effectiveness of Pressure Injury Prevention Education for Patient Care Technicians in an Adult Acute Care Setting: A Quality Improvement Project.

Purpose: The purpose of this quality improvement project was to determine whether hospital-acquired pressure injuries (HAPIs) could be prevented by implementing an educational tool kit for patient care technicians (PCTs).

Participants And Setting: Data were collected from 24 PCTs and 43 patients in a 26-bed inpatient adult acute care unit at an academic medical center in the mid-Atlantic region of the United States.

Approach: Outcome data were collected over an 8-week period from September to November 2021.

χ-sepnet: Deep Neural Network for Magnetic Susceptibility Source Separation.

Magnetic susceptibility source separation (χ-separation), an advanced quantitative susceptibility mapping (QSM) method, enables the separate estimation of paramagnetic and diamagnetic susceptibility source distributions in the brain. Similar to QSM, it requires solving the ill-conditioned problem of dipole inversion, suffering from so-called streaking artifacts. Additionally, the method utilizes reversible transverse relaxation ( ) to complement frequency shift information for estimating susceptibility source concentrations, requiring time-consuming data acquisition for (e.

Improving estimation efficiency for survival data analysis by integrating a coarsened time-to-event outcome from an external study.

In the era of big data, increasing availability of data makes combining different data sources to obtain more accurate estimations a popular topic. However, the development of data integration is often hindered by the heterogeneity in data forms across studies. In this paper, we focus on a case in survival analysis where we have primary study data with a continuous time-to-event outcome and complete covariate measurements, while the data from an external study contain an outcome observed at regular intervals, and only a subset of covariates is measured.

TYK2:p.Pro1104Ala Variant Protects Against Autoimmunity by Modulating Immune Cell Levels.

The TYK2:p.Pro1104Ala (rs34536443) hypomorph variant has been associated with protection against numerous autoimmune disorders. Thus, its mechanism of action becomes of great interest.

The influence of rurality on self-reported physical therapy utilization among patients with severe chronic back pain in the United States.

Purpose: To examine the association of rurality and physical therapy utilization among a nationally representative sample of individuals with severe chronic back pain.

Methods: This study utilized a publicly available dataset from the 2019 National Health Information Survey (Adult Sample). Individuals with severe chronic back pain were identified based on survey items examining respondents' pain frequency and location.

Larger Perfusion Mismatch Volume Is Associated With Longer Hospital Length of Stay in Medium Vessel Occlusion Stroke.

Background And Purpose: Prolonged length of stay (LOS) following a stroke is associated with unfavorable clinical outcomes. Factors predicting LOS in medium vessel occlusion (MeVO), impacting up to 40% of acute ischemic stroke (AIS) cases, remain underexplored. This study aims to investigate the predictors of LOS in AIS-MeVO.

Education Research: Making a Tweetorial Fly: Features of Educational Social Media Posts Associated With High Sharing and Engagement.

Background And Objectives: Social media platforms such as X (formerly Twitter) are increasingly used in medical education. Characteristics of tweetorials (threaded teaching posts) associated with higher degrees of engagement are unknown. We sought to understand features of neurology-themed tweetorials associated with high sharing and engagement.

Social vulnerability index associated with higher COVID-19 seroprevalence in Nigeria.

Social vulnerability has been shown to be a strong predictor of disparities in health outcomes. A common approach to estimating social vulnerability is using a composite index, such as the social vulnerability index (SVI), which combines multiple factors corresponding to key social determinants of health. Lawal and Osayomi created an SVI to explore key social determinants of health-related COVID-19 infection among the Nigerian population.

Barriers to Adherence with Clinic Visits in Patients with Uveitis.

Purpose: To assess the patient barriers to adherence with appointment follow-up in patients with ocular inflammatory disorders across the United States.

Methods: This was a multicenter study of adult and pediatric patients at the Wilmer Eye Institute, University of Texas at Austin, University of Wisconsin-Madison, University of Minnesota, Minneapolis Veterans Administration Hospital, and Washington University of St. Louis.

Learning-based motion artifact correction in the Z-spectral domain for chemical exchange saturation transfer MRI.

Purpose: To develop and evaluate a physics-driven, saturation contrast-aware, deep-learning-based framework for motion artifact correction in CEST MRI.

Methods: A neural network was designed to correct motion artifacts directly from a Z-spectrum frequency (Ω) domain rather than an image spatial domain. Motion artifacts were simulated by modeling 3D rigid-body motion and readout-related motion during k-space sampling.

CESTsimu: An open-source GUI for spectral and spatial CEST simulation.

Purpose: The aim of this study was to create a user-friendly CEST simulation tool with a GUI for both spectral (1D Z-spectra) and spatial (2D phantom) CEST experiments, making the CEST simulation easier to perform.

Methods: CESTsimu was developed using MATLAB App Designer. It consists of three modules: Saturation Settings, Exchange Settings, and Phantom Settings.

Construction and iterative redesign of synXVI a 903 kb synthetic Saccharomyces cerevisiae chromosome.

The Sc2.0 global consortium to design and construct a synthetic genome based on the Saccharomyces cerevisiae genome commenced in 2006, comprising 16 synthetic chromosomes and a new-to-nature tRNA neochromosome. In this paper we describe assembly and debugging of the 902,994-bp synthetic Saccharomyces cerevisiae chromosome synXVI of the Sc2.

Specialty choice among final-year medical students and house officers in Nigeria: implications for anaesthesia practice - a cross-sectional study.

Objectives: Nigeria's doctor shortage is worsening with mass exodus and imbalanced specialty distribution. Anaesthesia faces particularly critical shortages. Medical graduate specialty choices have a vital impact on the workforce and are essential for healthcare planning.

Pan-tumor analysis to investigate the obesity paradox in immune checkpoint blockade.

Background: Obesity is a risk factor for developing cancer but is also associated with improved outcomes after treatment with immune checkpoint inhibitors (ICIs), a phenomenon called the obesity paradox. To interrogate mechanisms of divergent immune responses in obese and non-obese patients, we examined the relationship among obesity status, clinical responses, and immune profiles from a diverse, pan-tumor cohort of patients treated with ICI-based therapy.

Methods: From June 2021 to March 2023, we prospectively collected serial peripheral blood samples from patients with advanced or metastatic solid tumors who received ICI as standard of care at Johns Hopkins.

Developing a Machine Learning-Based Automated Patient Engagement Estimator for Telehealth: Algorithm Development and Validation Study.

Background: Patient engagement is a critical but challenging public health priority in behavioral health care. During telehealth sessions, health care providers need to rely predominantly on verbal strategies rather than typical nonverbal cues to effectively engage patients. Hence, the typical patient engagement behaviors are now different, and health care provider training on telehealth patient engagement is unavailable or quite limited.

Identifying the greatest surgeon-perceived barriers and challenges in performing corneal transplantation in India.

Objective: There is currently no systematic method of assessing limitations in performing corneal transplantation. The purpose of the study was to identify the limitations of performing corneal transplantation in India.

Design: Cross-sectional survey study.

Prospective Harmonization, Common Data Elements, and Sharing Strategies for Multicenter Pre-Clinical Traumatic Brain Injury Research in the Translational Outcomes Project in Neurotrauma Consortium.

Effective team science requires procedural harmonization for rigor and reproducibility. Multicenter studies across experimental modalities (domains) can help accelerate translation. The Translational Outcomes Project in NeuroTrauma (TOP-NT) is a pre-clinical traumatic brain injury (TBI) consortium charged with establishing and validating noninvasive TBI assessment tools through team science.

Prevalence of prescription medication use that can exacerbate heart failure among US adults with heart failure.

Introduction: Heart failure (HF) affects more than 6 million adults in the United States, contributing to substantial morbidity, mortality, and health care costs. Despite advances in medical care, many medications can exacerbate HF, yet their prevalence of use remains unknown. This study examined the national use of prescription medications that could exacerbate HF in adults with self-reported HF.