Approaches for extracting daily dosage from free-text prescription signatures in heart failure with reduced ejection fraction: a comparative study.

Objective: To compare various methods for extracting daily dosage information from prescription signatures (sigs) and identify the best performers.

Materials And Methods: In this study, 5 daily dosage extraction methods were identified. Parsigs, RxSig, Sig2db, a large language model (LLM), and a bidirectional long short-term memory (BiLSTM) model were selected.

Insights into the salinity tolerance of the succulent halophyte : comparative ecophysiology of plants from heteromorphic seeds.

Introduction: Little is known about the similarities and differences in responses of plants grown from heteromorphic seeds, which are morpho-physiologically dissimilar seeds produced simultaneously on the same plant.

Methods: In this context, we studied how plants grown from heteromorphic (i.e.

The role of MEK inhibition in pediatric low-grade gliomas.

Pediatric low-grade gliomas (pLGGs) are the most common brain tumors in children. Many patients with unresectable tumors experience recurrence or long-term sequelae from standard chemotherapeutics. This mini-review explores the emerging role of MEK inhibitors in the management of pLGGs, highlighting their potential to transform current treatment paradigms.

The role of empiric atypical antibiotic coverage in non-severe community-acquired pneumonia.

A β-lactam plus a macrolide or a respiratory fluoroquinolone alone is recommended as standard empiric antibacterial therapy for non-severe adults hospitalized with community-acquired pneumonia (CAP) per Infectious Diseases Society of America guidelines. However, the evidence in support of adding empiric atypical antibacterial therapy, and specifically the addition of a macrolide, is conflicting and should be balanced with additional factors: the necessity of covering atypical organisms, benefits of macrolide-associated immunomodulation, harms associated with antibiotic use, and selection for antibiotic-resistant organisms. In this review, we examine the role of atypical coverage in standard treatment regimens for patients admitted with non-severe CAP and specifically focus on the addition of macrolides to β-lactams.

Nicotine and cannabis vaping among early high school adolescents: Disparities of use across sociodemographic characteristics and associations with psychosocial factors.

This study examines whether adolescent nicotine and cannabis vaping types (i.e., nicotine-only, cannabis-only, and dual use) differ across sociodemographic and school characteristics (e.

Changing Treatment and Metastatic Disease Patterns in Patients with EGFR Mutated NSCLC: An Academic Thoracic Medical Investigator's Consortium Registry Analysis.

Introduction: Osimertinib is now a standard first-line (1L) therapy for EGFR-mutated (EGFRm) advanced NSCLC. We aimed to characterize patterns of therapy and longitudinal risk of brain and liver metastasis in a cohort of EGFRm NSCLC.

Methods: Patients with metastatic EGFRm NSCLC who received 1L systemic therapy at sites within the Academic Thoracic Medical Investigator's Consortium were included; demographic and clinical data including treatment patterns were described.

A Spaced Repetition Approach to Presenting Autonomic Nervous System Pharmacology Curricula in Medical Education.

Future physicians require a strong foundational knowledge of autonomic nervous system (ANS) pharmacology to safely prescribe many medications. Spaced repetition in medical education has previously been examined in the literature. However, we have yet to elucidate the perception of spaced repetition integration into pharmacology curricula across multiple organ systems from a cohort of medical students.

Characteristics and healthcare utilization among aging veterans in supported housing: A comparison with independently housed age-matched veterans.

Background And Objectives: There is a large and growing population of older, formerly homeless adults living in permanent supportive housing, and there are concerns about how to address their healthcare needs. This study compared veterans aged 55 years and older residing in the Department of Housing and Urban Development-Veterans Affairs Supportive Housing (HUD-VASH) program to an age-matched group of independently housed veterans receiving care through the U.S.

Mucosal Melanoma: An Overview of Recent Therapies.

Mucosal Melanoma (MM) is an aggressive disease that is distinct from cutaneous melanoma risk in risk factors, prognosis, and treatment. Surgical treatment is currently the treatment of choice for localized disease; however, the recurrence rate is common. For advanced or metastatic disease, immunotherapy with PD-1 inhibitors and anti-CTLA is generally first-line treatment, however the overall responses to immunotherapy in MM are often lower and less robust when compared to that observed in cutaneous melanoma.

International consensus guidelines on the implementation and monitoring of vosoritide therapy in individuals with achondroplasia.

Achondroplasia is the most common genetic form of short-limbed skeletal dysplasia (dwarfism). Clinical manifestations and complications can affect individuals across the lifespan, including the need for adaptations for activities of daily living, which can affect quality of life. Current international guidelines focus on symptomatic management, with little discussion regarding potential medication, as therapeutic options were limited at the time of their publication.

The effect of various bulk filling techniques on the mechanical and structural characteristics of class I biomimetic composite dental fillings.

Tooth degradation develops easily over time from initial caries to deeper cavities. The quality and durability of restorations are crucial in a patients' life, and it is primarily determined by the mechanical properties of the restorations. Clinicians and engineers apply biomimetic science in dentistry to mimic the natural design of the teeth and emphasize careful material selection as well as bond strength between the tissue and artificial material.

Impact of circulating lymphoma cells at diagnosis on outcomes in patients with newly diagnosed de novo diffuse large B-cell lymphoma.

Diffuse large B-cell lymphoma (DLBCL), the most common B-cell non-Hodgkin lymphoma rarely presents with circulating lymphoma cells (CL) at diagnosis. Previous studies were limited by small sample size precluding robust analysis. Hence, we evaluated the prognostic relevance of CL cells in newly diagnosed DLBCL patients.

Non-small cell lung cancer in ever-smokers vs never-smokers.

Background: Lung cancer is a leading cause of cancer-related mortality. Non-small cell lung cancer (NSCLC) comprises 85% of cases with rising incidence among never-smokers (NS). This study seeks to compare clinical, imaging, pathology, and outcomes between NS and ever-smokers (S) NSCLC patients to identify significant differences if any.

Past 30-Day Cannabis Use by Perception of Risk and Age Group: Implications for Prevention.

Purpose: The use of cannabis is an important public health concern in the United States. The connection between perceived risk and cannabis use has been documented in the substance use literature for youth and adults.

Design: Examine how past 30-day cannabis use is influenced by the interaction between perceived risk and age.

Pulmonary neuroendocrine neoplasms: the molecular landscape, therapeutic challenges, and diagnosis and management strategies.

Lung neuroendocrine neoplasms are a group of diverse, heterogeneous tumours that range from well-differentiated, low-grade neuroendocrine tumours-such as typical and atypical carcinoids-to high-grade, poorly differentiated aggressive malignancies, such as large-cell neuroendocrine carcinoma (LCNEC) and small-cell lung cancer (SCLC). While the incidence of SCLC has decreased, the worldwide incidence of other pulmonary neuroendocrine neoplasms has been increasing over the past decades. In addition to the standard histopathological classification of lung neuroendocrine neoplasms, the introduction of molecular and sequencing techniques has led to new advances in understanding the biology of these diseases and might influence future classifications and staging that can subsequently improve management guidelines in the adjuvant or metastatic settings.

Consensus review and considerations on TMS to treat depression: A comprehensive update endorsed by the National Network of Depression Centers, the Clinical TMS Society, and the International Federation of Clinical Neurophysiology.

This article updates the prior 2018 consensus statement by the National Network of Depression Centers (NNDC) on the use of transcranial magnetic stimulation (TMS) in the treatment of depression, incorporating recent research and clinical developments. Publications on TMS and depression between September 2016 and April 2024 were identified using methods informed by PRISMA guidelines. The NNDC Neuromodulation Work Group met monthly between October 2022 and April 2024 to define important clinical topics and review pertinent literature.

SLC7A5 is required for cancer cell growth under arginine-limited conditions.

Tumor cells must optimize metabolite acquisition between synthesis and uptake from a microenvironment characterized by hypoxia, lactate accumulation, and depletion of many amino acids, including arginine. We performed a metabolism-focused functional screen using CRISPR-Cas9 to identify pathways and factors that enable tumor growth in an arginine-depleted environment. Our screen identified the SLC-family transporter SLC7A5 as required for growth, and we hypothesized that this protein functions as a high-affinity citrulline transporter.

Amniotic Fluid as a Potential Treatment for Vocal Fold Scar in a Rabbit Model.

Objectives/hypothesis: Vocal fold (VF) injury and chronic inflammation can progress to scarring, which is notoriously difficult to treat. Human amniotic fluid (AF) has potential for VF wound healing in a rabbit model, and we hypothesized that AF would demonstrate wound healing properties superior to hyaluronic acid (HA) over time.

Study Design: Randomized, controlled trial.

MRI Free Targeting of Deep Brain Structures in the Anterior Cingulate Cortex Using Facial Landmarks.

Emerging neurostimulation methods aim to selectively modulate deep brain structures. Guiding these therapies has presented a substantial chal- lenge, since imaging modalities such as MRI limit the spectrum of benefi- ciaries. In this study, we assess the guidance accuracy of a neuronavigation method that does not require taking MRI scans.

Revision Unicompartmental Knee Arthroplasty: Worse Than a Primary, But Better Than a Revision Total Knee Arthroplasty.

Background: Revision of a unicompartmental to a total knee arthroplasty (TKA) is often compared to primary TKA with regard to its technical difficulty and complication rates. We sought to compare medical and surgical complications following revision unicompartmental knee arthroplasty (UKA) to those following primary TKA and aseptic revision TKA.

Methods: A national administrative claims database was queried for patients undergoing revision UKA between 2010 and 2019.

BIS Guided Titration of Sevoflurane in Pediatric Patients Undergoing Elective Surgery: A Randomized Controlled Trial.

Background: In pediatric patients, the use of processed EEG monitoring may reduce the amount of anesthesia administered while maintaining adequate depth of anesthesia.

Aims: The primary aim of this study was to evaluate whether use of a BIS monitor to guide sevoflurane administration might reduce the average end tidal sevoflurane concentration used in children 4-18 years of age.

Methods: Participants in three age groups (4-8, 9-12, and 13-18 years) were randomized to either the BIS guided group or the control group.

Effects of data transformation and model selection on feature importance in microbiome classification data.

Background: Accurate classification of host phenotypes from microbiome data is crucial for advancing microbiome-based therapies, with machine learning offering effective solutions. However, the complexity of the gut microbiome, data sparsity, compositionality, and population-specificity present significant challenges. Microbiome data transformations can alleviate some of the aforementioned challenges, but their usage in machine learning tasks has largely been unexplored.

Governance Considerations for Point-of-Care Ultrasound: a HIMSS-SIIM Enterprise Imaging Community Whitepaper in Collaboration with AIUM.

Point-of-care ultrasound (POCUS) has emerged as a standard of care across a variety of healthcare settings due to its ability to provide critical clinical information and as well as procedural guidance to clinicians directly at the bedside. Implementation of enterprise imaging (EI) strategies is needed such that POCUS images can be appropriately captured, indexed, managed, stored, distributed, viewed, and analyzed. Because of its unique workflow and educational requirements, reliance on traditional order-based workflow solutions may be insufficient.