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☐ ☆ ✇ BMJ Open

Using virtual twin-based AI models to detect atrial fibrillation and improve stroke outcomes [TAILOR]: a multicentre prospective cohort study

Por: van Kempen · E. J. · Jimenez-Balado · J. · Jimenez-Conde · J. · Meijer · F. J. A. · ten Cate · T. J. · Palacio-Gili · A. · Ortega-Martorell · S. · Beltran Marmol · B. · Tuladhar · A. · Giralt-Steinhauer · E. · TARGET Consortium — Diciembre 25th 2025 at 05:45
Introduction

Atrial fibrillation (AF) is the leading cause of cardioembolic stroke and is associated with increased stroke severity and fatality. Early identification of AF is essential for adequate secondary prevention but remains challenging due to its often asymptomatic or paroxysmal occurrence. Artificial intelligence (AI) offers new possibilities by integrating biomarkers, clinical phenotypes, established risk factors and imaging features to define a personalised ‘digital twin’ model. The TAILOR study aims to (1) examine prospective detection of AF using monitoring devices, (2) investigate novel prognostic MRI markers in patients with an AF-related stroke (AFRS) and (3) validate AI-based models for outcome prediction in AFRS.

Methods and analysis

This prospective multicentre observational cohort study includes patients aged 40 years and above, with neuroimaging-confirmed diagnosis of ischaemic stroke, recruited from two sites: Hospital del Mar Barcelona (Spain) and Radboud University Medical Centre (The Netherlands). For the first sub-study (n=300), patients will undergo clinical assessment at baseline, 3 months and 12 months, and patch-based or Holter cardiac monitoring. The second sub-study (n=200) involves repeated brain MRI and cognitive examination after AFRS. Finally, AI-driven ‘digital twin’ models developed on retrospective TARGET datasets will be prospectively evaluated in TAILOR using temporal and centre-stratified analyses for advanced predictive tools for AF and AFRS outcomes.

Ethics and dissemination

The TAILOR study was approved by local ethics boards in Barcelona (CPMP/ICH/135/95) and Medical Research Ethics Committee Oost-Nederland (NL86346.091.24). Patients will be included after providing informed consent. Study results will be presented in peer-reviewed journals and at global conferences.

☐ ☆ ✇ BMJ Open

Sleep improvement strategies for people with vision impairment: a scoping review

Por: Leonard-Hawkhead · B. · Piyasena · M. P. · Peto · T. · Virgili · G. · van Nispen · R. M. A. · Curran · K. — Diciembre 25th 2025 at 05:45
Objectives

To explore existing strategies for managing sleep disorders in individuals with vision impairment (VI), identifying interventions, geographical trends and research gaps.

Design

Scoping review.

Data sources

Medline ALL (Ovid), Embase and Web of Science Core Collection, with supplementary searches in Google Scholar. The final search was completed on 28 November 2025.

Eligibility criteria for selecting studies

Original research studies examining strategies to manage sleep disorders in adults (≥18 years) with VI, published in English. Studies focusing on animal models or unrelated to sleep management were excluded.

Data extraction and synthesis

Two reviewers independently screened titles, abstracts and full texts using Covidence, extracted data using a predefined form and resolved discrepancies by consensus. A narrative synthesis approach was used to summarise findings by intervention type, study design and outcomes.

Results

Of 4368 records screened, 16 studies met inclusion criteria. Participants ranged from 18 years to 85 years (median 40.5). Most studies included individuals with no light perception, though VI definitions were often inconsistent. Pharmacological interventions dominated (13/16, 81.3%), mainly melatonin or melatonin receptor agonists, with some use of zopiclone, low-dose benzodiazepines and tricyclic antidepressants. Non-pharmacological approaches were under-represented, including bright light exposure (n=1), virtual Hatha yoga (n=1) and caffeine modulation (n=1). Substantial variation existed in sleep assessment methods.

Conclusions

This scoping review highlights the predominant focus on pharmacological treatments, especially melatonin, while non-pharmacological strategies remain underexplored. Future research should explore accessible, non-pharmacological interventions and address sleep health inequities faced by individuals with VI.

Registration

10.17605/OSF.IO/7E83R.

☐ ☆ ✇ BMJ Open

Analysing the association of BMI, physical activity and sociodemographics with osteoarthritis symptom severity: cross-sectional study in Southern Bosnia and Herzegovina

Por: Brkic · S. · Gilic · B. · Obradovic Salcin · L. · Ostojic · D. · Ostojic · L. · Miljanovic Damjanovic · V. · Geets Kesic · M. · Simic · J. · Sekulic · D. — Septiembre 23rd 2025 at 03:05
Objectives

This study aimed to investigate the associations between body mass index (BMI), physical activity levels (PALs) and sociodemographic factors (gender, age, education and marital status) with different outcomes (symptoms) of osteoarthritis (OA) severity, in patients with knee OA.

Design

Cross-sectional study.

Participants

The sample included 200 participants from southern Bosnia and Herzegovina (61 males, 65.1±9.01 years of age) who had been diagnosed with primary knee OA.

Outcome measures

OA symptoms as evidenced by the Western Ontario and McMaster Universities OA Index (WOMAC) scale, including three subscores (WOMAC-pain, WOMAC-stiffness, WOMAC-functionality) and total WOMAC score. The predictors included age (in years), gender (male or female), BMI, PAL, education level, urban/rural living environment and marital status (partnership).

Results

Female gender was correlated with the WOMAC-pain, WOMAC-stiffness and WOMAC-total. Older age was correlated with the WOMAC-pain and WOMAC-total. Patients who were better educated and reported higher PAL had better WOMAC functionality. BMI was the most significant factor of influence, with higher WOMAC-pain (OR 1.44, 95% CI 1.27 to 1.65), WOMAC-stiffness (OR 1.20, 95% CI 1.1 to –1.33), WOMAC-functionality (OR 1.26, 95% CI 1.13 to 1.40) and WOMAC-total (OR 1.29, 95% CI 1.6 to –1.44) scores in patients with higher BMI.

Conclusions

Results indicate the necessity of controlling body weight in patients with diagnosed knee OA irrespective of gender. Further prospective studies are warranted in order to establish causality between variables.

☐ ☆ ✇ BMJ Open

Do patients and doctors perceptions about cardiovascular outcomes coincide? A one-to-one survey at in-hospital and outpatient level

Por: Spinucci · G. · Gili · A. · Mascelloni · M. · Fortuni · F. · Tritto · I. · Jacoangeli · F. · Manolis · A. · Carreras · G. · Carluccio · E. · Ambrosio · G. — Julio 14th 2025 at 04:23
Objectives

Cardiovascular (CV) diseases are associated with adverse outcomes. However, attention has typically focused on outcomes considered relevant by doctors, whereas the potential gap in perception and relative importance of outcomes that may exist between patients and doctors has been scarcely explored. Evidence available reports the views of either patients or doctors alone, and data are analysed in aggregate. We investigated this issue by surveying for the first time patients’ and doctors’ opinions simultaneously, on a one-to-one basis.

Design

Survey involving patients with different CV diseases. Each patient and their attending doctor were asked to simultaneously but independently gauge the importance each attached to a predetermined set of outcomes, filling out disease-specific questionnaires. Results were analysed by compositional analysis.

Setting

Inpatients and outpatients being seen by cardiologists and internal medicine specialists at hospitals affiliated with the National Health System in Umbria, Italy.

Participants

All-comer patients, presenting with one of the following conditions: atrial fibrillation (AF), myocardial infarction (MI), heart failure (HF) or considered at high CV risk.

Main outcome measures

Importance attached to outcomes relative to life path, quality of life, future clinical events.

Results

From 337 paired questionnaires returned, significant differences between patients’ and doctors’ perspectives emerged. Specifically: (1) patients with AF were significantly less concerned about the risk of stroke than doctors; (2) worsening of HF was a greater concern for doctors than patients, whereas patients weighed the risk of disability more; (3) patients with a previous MI, or at high CV risk, weighed the risk of hospitalisation less relevant than doctors, but were significantly more concerned about the risk of disability.

Conclusions

Simultaneous, one-to-one assessment of patients’ and doctors’ opinion shows remarkable differences between patients’ perception and physicians’ judgement concerning the relevance of major CV outcomes. Appreciation and sharing of these issues may inform better tailoring of cardiac care.

☐ ☆ ✇ BMJ Open

Insurance type and risk of dementia diagnosis after traumatic brain injury: a study of 267 473 US civilians from 2000 to 2022

Por: Deshmukh · M. · Ugiliweneza · B. · Gilsanz · P. · Whitmer · R. A. · Boakye · M. · Nuno · M. — Julio 2nd 2025 at 03:30
Objectives

To evaluate how insurance influences the risk of a dementia diagnosis among a large, diverse cohort of US civilian adults with traumatic brain injury (TBI) over a 22-year period.

Design

This is a retrospective cohort study involving individuals diagnosed with TBI.

Setting

The study used the Merative MarketScan Research Database, specifically drawing from the Commercial Claims and Encounters, Medicare Supplemental and Medicaid databases, from 2000 to 2022 in the USA. These databases provide comprehensive insights into healthcare services received by enrollees, including inpatient and outpatient services, outpatient prescription claims, clinical utilisation records and healthcare expenditures.

Participants

267 473 adults aged 55 and older who were diagnosed with a TBI between 1 January 2000 and 31 December 2022. Individuals with unknown TBI severity and dementia claims 2 years preceding TBI were excluded. TBI and dementia diagnoses were identified using International Classification of Disease 9th and 10th editions codes from inpatient and outpatient admission records.

Interventions

None.

Primary and secondary outcome measures

We compared the incidence of all-cause dementia across different insurance types to assess potential disparities in diagnosis following TBI. Cox proportional hazards models, with age as the time scale, were used to study the association between insurance type and dementia diagnosis following a TBI. Models were adjusted for key demographic variables, medical comorbidities and psychiatric conditions to account for potential confounding.

Results

Of the 267 473 individuals with TBI, 12.7% were diagnosed with dementia over a mean follow-up period of 40 months (SD of 42 months). Dementia incidence differed significantly by insurance type, with 18.2% for Medicaid recipients, 17.3% for Medicare beneficiaries and only 2.3% among individuals with commercial insurance. The adjusted HR for dementia was notably higher among individuals enrolled on Medicaid (HR 2.9, 95% CI: 2.8 to 3.1) and Medicare (HR 2.1, 95% CI: 2.0 to 2.2), when compared with those with commercial insurance.

Conclusions

Individuals with TBI covered by Medicaid and Medicare are significantly more likely to be diagnosed with dementia, with a 2.9-fold and 2.1-fold increase risk, respectively, compared with those with commercial insurance. Addressing insurance-related disparities in dementia diagnosis is crucial for building a more equitable healthcare system. It is essential that individuals with TBI cases, regardless of their insurance type, have access to comprehensive care and preventive interventions to achieve the best possible long-term outcomes.

☐ ☆ ✇ Midwifery

Immersive Simulation Training: Comparing the impact on midwifery and paramedic students’ confidence to perform basic life support skills

Por: Rory McKelvin · Giliane McKelvin — Abril 12th 2020 at 02:00
Simulated practice using high fidelity has been shown to have significant benefits in the medical and nursing field. However, the benefits among paramedical and midwifery students are not well known.
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