When multiple instance learning meets foundation models: Advancing histological whole slide image analysis.

Deep multiple instance learning (MIL) pipelines are the mainstream weakly supervised learning methodologies for whole slide image (WSI) classification. However, it remains unclear how these widely used approaches compare to each other, given the recent proliferation of foundation models (FMs) for patch-level embedding and the diversity of slide-level aggregations. This paper implemented and systematically compared six FMs and six recent MIL methods by organizing different feature extractions and aggregations across seven clinically relevant end-to-end prediction tasks using WSIs from 4044 patients with four different cancer types.

Postoperative Radiotherapy ± Cetuximab for Intermediate-Risk Head and Neck Cancer.

Purpose: Radiotherapy (RT)/cetuximab (C) demonstrated superiority over RT alone for locally advanced squamous head and neck cancer. We tested this in completely resected, intermediate-risk cancer.

Methods: Patients had squamous cell carcinoma of the head and neck (SCCHN) of the oral cavity, oropharynx, or larynx, with one or more risk factors warranting postoperative RT.

Updating US Public Health For Healthier Communities.

The United States faces urgent public health challenges, including high preventable death rates, pervasive health disparities, and emerging health risks, despite unprecedented medical progress. This article, part of the National Academy of Medicine's Vital Directions for Health and Health Care: Priorities for 2025 initiative, presents a vision for modernizing the US public health system to address these twenty-first-century challenges through federally supported partnerships with health care, social services, and community organizations. We identify actions to address persistent public health challenges that stem from insufficient and fragmented funding models, inadequate data infrastructure, workforce vulnerabilities, and limited public trust.

The Heterogeneous Presentations of De Novo and Recurrent Ocular Inflammation following COVID-19 Vaccination: A Multi-Center Report and a Review of the Literature.

Purpose: To describe the patterns of ocular inflammation following COVID-19 vaccination, assess underlying commonalities and understand outcomes.

Methods: Retrospective, multicenter cohort study, conducted between 2020 and 2021. Patients with no previous uveitis history (de novo) or a known uveitis history (recurrent) who developed ocular inflammation within 42 days of COVID-19 vaccination were identified.

Accuracy of Intraocular Lens Power Calculation Based on Distance from Haptic to Principal Object Plane.

Purpose: To investigate the impact of the distance from the most-anterior surface of the optic to the principal object plane (POP) and from the foremost haptic to the principal object plane (H-POP) on the intraocular lens (IOL) power calculation.

Setting: A tertiary hospital.

Design: Optical simulation and retrospective cross-sectional study.

Hepatitis B infection (HBsAg and HBeAg) status among women attending antenatal care at public healthcare facilities of South Africa, 2017.

Eight years after WHO adopted a resolution to eliminate hepatitis B by the year 2030, the disease remains a global public health concern, with vertical transmission of HBV being a major obstacle to this goal. Our study aimed to determine the HBV infection status of pregnant women in South Africa at a national level to evaluate the risk of vertical transmission and provide evidence for public health decision-making. We conducted HBsAg testing on 1,942 HIV-uninfected and 2,312 HIV-infected pregnant women from South Africa's public health sector in 2017, followed by HBeAg testing on HBsAg-positive samples.

Sex Differences in Long COVID.

Importance: A substantial number of individuals worldwide experience long COVID, or post-COVID condition. Other postviral and autoimmune conditions have a female predominance, but whether the same is true for long COVID, especially within different subgroups, is uncertain.

Objective: To evaluate sex differences in the risk of developing long COVID among adults with SARS-CoV-2 infection.

Depressive Symptoms and Amyloid Pathology.

Importance: Depressive symptoms are associated with cognitive decline in older individuals. Uncertainty about underlying mechanisms hampers diagnostic and therapeutic efforts. This large-scale study aimed to elucidate the association between depressive symptoms and amyloid pathology.

Healthy Aging and the Gut Microbiome in People With and Without HIV.

Background: Aging-related comorbidities are more common in people with human immunodeficiency virus (HIV) compared to people without HIV. The gut microbiome may play a role in healthy aging; however, this relationship remains unexplored in the context of HIV.

Methods: 16S rRNA gene sequencing was conducted on stool from 1409 women (69% with HIV; 2304 samples) and 990 men (54% with HIV; 1008 samples) in the MACS/WIHS Combined Cohort Study.

Advancing Telemedicine: Virtual Rounding and Care in an Emergency Department Observation Unit.

Patient overcrowding in emergency departments (ED) impact quality of care by increasing length of stay which often leads to delayed patient dispositions. Emergency Department Observation Units (EDOUs) are protocol driven units staffed by ED providers that can alleviate overcrowding concerns and accommodate patients that require further diagnostics for a final disposition. Virtual rounding on EDOUs can be leveraged to maximize provider shortages and increase access to quality care.

Intimate Partner Violence Among LGBTQ+ Adults in Latin America and the Caribbean: A Systematic Review and Meta-Analysis.

We present the first systematic review and meta-analysis of the literature on intimate partner violence (IPV) among LGBTQ+ adults in Latin America and the Caribbean (LAC). Of 1,234 articles, 22 met inclusion criteria, and data were extracted for 4 key research areas: prevalence, measurement, risk and protective factors, and interventions. LGBTQ+ adults in LAC experience IPV at similar or higher rates than those documented among cisgender heterosexuals, with estimates ranging from 0.

Co-methylation networks associated with cognition and structural brain development during adolescence.

Introduction: Typical adolescent neurodevelopment is marked by decreases in grey matter (GM) volume, increases in myelination, measured by fractional anisotropy (FA), and improvement in cognitive performance.

Methods: To understand how epigenetic changes, methylation (DNAm) in particular, may be involved during this phase of development, we studied cognitive assessments, DNAm from saliva, and neuroimaging data from a longitudinal cohort of normally developing adolescents, aged nine to fourteen. We extracted networks of methylation with patterns of correlated change using a weighted gene correlation network analysis (WCGNA).

Preoperative anemia is associated with prolonged hospital stay and increased facility discharges after glioblastoma resection.

Background: Despite numerous operative and non-operative treatment modalities, patients with glioblastoma (GBM) have a dismal prognosis. Identifying predictors of survival and recurrence is an essential strategy for guiding treatment decisions, and existing literature demonstrates associations between hematologic data and clinical outcomes in cancer patients. As such, we provide a novel analysis that examines associations between preoperative hematologic data and postoperative outcomes following GBM resection.

Persistent bilateral sclerouveitis following bimatoprost implantation and removal.

Purpose: To report a case of persistent bilateral sclerouveitis following bilateral bimatoprost implantation (Durysta) that required implant removal and oral steroid course.

Observation: A 75-year-old Caucasian male with no prior ocular inflammation experienced bilateral sclerouveitis post bilateral bimatoprost implantation. Despite implant removal from both eyes, the ocular inflammation persisted, showing cystoid macular edema in both eyes and exudative retinal detachment in the right.

BRAF inhibitor monotherapy in BRAFV600E-mutated pediatric low-grade glioma: a single center's experience.

Background: Pediatric low-grade gliomas (pLGGs) have an overall survival of over 90%; however, patients harboring a BRAF alteration may have worse outcomes, particularly when treated with classic chemotherapy. Combined BRAF/MEK inhibition following incomplete resection demonstrated improved outcome in BRAF altered pLGG compared to combined carboplatin/vincristine chemotherapy and is now considered the standard FDA-approved treatment for this group of tumors. The aim herein was to investigate the efficacy and tolerability of single agent BRAF inhibitor treatment in BRAF altered pLGG.

Unraveling the interconnectedness between physician burnout and symptoms of depression, anxiety, and stress: a network analysis among Chinese psychiatrists.

Background: The COVID-19 pandemic significantly increased the levels of burnout and symptoms of depression, anxiety, and stress among healthcare professionals. However, research on the interrelations between burnout and psychological symptoms is scarce, particularly among psychiatrists. This study addresses this gap in a national sample.

colonization and undernutrition in infants in rural eastern Ethiopia - a longitudinal community-based birth cohort study.

Background: is associated with environmental enteric dysfunction (EED) and malnutrition in children. infection could be a linchpin between livestock fecal exposure and health outcomes in low-resource smallholder settings.

Methods: We followed a birth cohort of 106 infants in rural smallholder households in eastern Ethiopia up to 13 months of age.

Impacts of Selective Predation on Infection Prevalence and Host Susceptibility.

Predation can alter diverse ecological processes, including host-parasite interactions. Selective predation, whereby predators preferentially feed on certain prey types, can affect prey density and selective pressures. Studies on selective predation in infected populations have primarily focused on predators preferentially feeding on infected prey.

Bridging the gap: Evaluating ChatGPT-generated, personalized, patient-centered prostate biopsy reports.

Objective: The highly specialized language used in prostate biopsy pathology reports coupled with low rates of health literacy leave some patients unable to comprehend their medical information. Patients' use of online search engines can lead to misinterpretation of results and emotional distress. Artificial intelligence (AI) tools such as ChatGPT (OpenAI) could simplify complex texts and help patients.

Population Attributable Fraction of Non-Vaccination and Under-Vaccination of COVID-19 Due to Vaccine Hesitancy, 2022.

Non-vaccination and under-vaccination with the COVID-19 vaccine may be attributed to multifaceted barriers including hesitancy and access issues. Using data from the CDC's Research and Development Survey, a nationally representative survey fielded from November 3, 2022 - December 12, 2022 (n=6,821), we examined the adjusted population attribution fraction (PAF) of COVID-19 non-vaccination and under-vaccination attributed to vaccine hesitancy by sociodemographic characteristics. Overall, the adjusted PAF of non-vaccination attributed to vaccine hesitancy was 84.

Postpartum depression in relation to chronic diseases and multimorbidity in women's mid-late life: a prospective cohort study of UK Biobank.

Background: Maternal short-term outcomes of postpartum depression (PPD) were widely examined, but little is known about its long-term association with multiple chronic diseases (multimorbidity) in women's later life. This study aims to assess the association of PPD with chronic diseases and multimorbidity in women's mid-late life.

Methods: This prospective cohort study included female participants in UK Biobank who attended online follow-up assessment and reported their history of PPD.

Current practices in MRI screening in early onset scoliosis.

Purpose: Early onset scoliosis (EOS) has traditionally been an indication for MRI because of its association with neural axis abnormalities (NAAs). Because these abnormalities are often clinically silent and concerns regarding sedation in young children are growing, routine MRI for EOS is debated. This study investigates the current practices of EOS MRI screening among surgeons in the Pediatric Spine Study Group (PSSG).