Pulmonary embolism (PE) is a potentially fatal condition requiring timely diagnosis and treatment. CT pulmonary angiography (CTPA) is the gold standard for diagnosis and indicates PE severity through radiological markers of right heart strain. However, accurate interpretation and communication of these findings is often suboptimal in real-world practice. Artificial intelligence (AI) could alleviate pressure on radiology services by supporting PE identification, risk stratification and worklist prioritisation. Before widespread adoption, AI tools must be rigorously validated for diagnostic accuracy, safety and clinical impact.
This pragmatic single-centre, non-randomised quasi-experimental study will evaluate the diagnostic accuracy, feasibility, and clinical-cost impact of AI-assisted PE detection and risk stratification using AIDOC and IMBIO software. We will recruit two consecutive cohorts of adult patients undergoing CTPAs for suspected PE: a comparator cohort (12 months pre-AI implementation) and an intervention cohort (12 months post-AI implementation). AI will be applied retrospectively to the comparator cohort, while in the intervention cohort, radiologists will have contemporaneous access to the AI’s interpretation of CTPA images.
A subset of retrospective scans, both PE-positive and PE-negative, will undergo expert thoracic radiologist review to establish a reference standard. Data on patient demographics, clinical management and outcomes will be collected. Clinical management pathways and patient outcomes will be compared between cohorts to assess AI’s influence on acute PE management. Health economic modelling will assess the cost-effectiveness of integrating AI technology within the diagnostic workflow of acute PE.
This study was approved by the UK Healthcare Research authority (IRAS 311735, 10 May 2023). Ethical approval was granted by West of Scotland Research Ethics Service (23/WS/0067, 3 May 2023). Results will be shared with stakeholders, presented at national and international conferences, and published in open-access peer-reviewed journals.
This study assessed the feasibility of implementing a phase 3 field-based clinical trial protocol to evaluate paediatric praziquantel (PED-PZQ) for the treatment of Schistosoma mansoni infection in children aged 3 months to 6 years in endemic areas of Brazil, focusing on operational aspects such as recruitment logistics, documentation management, investigational product handling and protocol adherence.
Pilot and feasibility study for a phase 3 clinical trial, comprising two components: a randomised, open-label, parallel-group, two-arm trial and a single-arm trial.
Conde, Bahia, Brazil, from December 2024 to January 2025.
Two trials aim to screen 5774 participants from three rural areas in Bahia and three in Sergipe, states in northeastern Brazil, and enrol 403 children eligible for either randomisation or allocation. Trial 1 will randomise (1:1 ratio) 240 children aged 4–6 years into the PED-PZQ treatment arm or the standard praziquantel (PZQ) 1. Trial 2 will enrol 163 children aged 3 months to 3 years, all receiving PED-PZQ. Both trials are open label. Eligible participants shall meet age criteria, test positive for S. mansoni and fulfil other inclusion criteria. In the first recruiting centre, Conde (Bahia), it was estimated that 650 participants would need to be screened for trial 1 and 552 for trial 2, assuming schistosomiasis prevalence of 5% and 4%, respectively. This pilot study reports on the first 60 participants enrolled.
The primary outcome of this pilot study is the feasibility of implementing the research protocol in a real-world field setting, focusing on key aspects such as study documentation challenges, participant safety, investigational medicinal product custody chain and protocol adherence. In addition to providing preliminary data on the parasitological cure rate, secondary outcomes include the prevalence of S. mansoni infection and the reduction in S. mansoni egg count (Kato-Katz method). Furthermore, the occurrence and severity of drug-related adverse events are monitored from drug administration to day 21 post-treatment, alongside changes in renal, hepatic and cardiac functions assessed through biochemical markers.
A total of 60 participants were recruited, and 55 provided stool samples for screening. The pilot phase demonstrated the feasibility of implementing the clinical protocol under field conditions, with successful completion of all planned procedures and minimal protocol deviations. Operational challenges were identified mainly in documentation processes, participant recruitment and investigational product management and were addressed through preventive and corrective quality assurance actions. The experience also highlighted logistical and infrastructural barriers typical of field-based trials in remote endemic areas, which informed adjustments for the subsequent phase 3 study. Preliminary parasitological results indicated an overall S. mansoni prevalence of 9.1% (5/55), with 21% in trial 1 and 2.8% in trial 2. All infected participants met the eligibility criteria, received treatment and completed follow-up. Four achieved a parasitological cure, and one case of treatment failure was observed (trial 1, PZQ group). Two mild adverse events (diarrhoea) were reported, with no serious complications or clinically significant changes in biochemical parameters.
This pilot study demonstrated the feasibility of implementing a field-based phase 3 clinical trial protocol for PED-PZQ in endemic areas of Brazil. The findings confirm that the protocol can be successfully applied in primary care settings, despite operational challenges related to recruitment, logistics and documentation. The study also provided preliminary evidence supporting the safety and effectiveness of the paediatric formulation and highlighted the need to revise prevalence assumptions to improve future screening strategies. Overall, the experience offers valuable insights to guide the large-scale phase 3 trial and supports the incorporation of PED-PZQ into national schistosomiasis control policies.
Brazilian Clinical Trials Registry; RBR-86kcy37.
To determine the safety and efficacy of ruxolitinib (RUX) and fostamatinib (FOS) compared with standard of care (SOC) in patients requiring hospital admission for the treatment of COVID-19 pneumonia.
Adaptive multiarm, multistage, randomised, open-label trial (three arm, two stage).
Five hospitals in England between October 2020 and September 2022.
Hospitalised patients (≥18 years) with COVID-19 pneumonia defined by a modified WHO COVID-19 severity grade of 3 or 4.
Participants were randomly assigned 1:1:1 to receive RUX (10 mg two times per day for 7 days then 5 mg two times per day for 7 days), FOS (150 mg two times per day for 7 days then 100 mg two times per day for 7 days) or SOC.
Primary outcome was development of severe COVID-19 pneumonia (modified WHO severity grade≥5) within 14 days of randomisation. Secondary outcomes included mortality, invasive and non-invasive ventilation, venous thromboembolism, duration of hospital stay, readmissions, inflammatory markers and serious adverse events (SAEs).
At stage 1, 181 patients were randomised, with 4 assessed as ineligible post randomisation. FOS was stopped early for futility with 16 participants (27.6%, n=58) developing severe COVID-19 pneumonia compared with 15 (25.0%, n=60) in the SOC arm (adjusted odds ratio (aOR) compared with SOC: 1.12; 95% CI 0.49 to 2.58; p=0.608). RUX progressed to stage 2 but the trial was stopped early due to slow recruitment. At the final analysis, 10 participants (16.1%, n=62) developed severe COVID-19 pneumonia in the RUX arm compared with 15 (24.6%, n=61) in the SOC arm (aOR: 0.63; 95% CI 0.25 to 1.57; p=0.161). Four (7.4%) participants in the FOS arm, none in the RUX arm and three (5.5%) in the SOC arm died within 14 days of randomisation. Infections were the most frequently reported SAE and were numerically higher in the FOS (10, 17.2%) and RUX (10, 16.1%) arms compared with SOC (7, 11.5%). Two unexpected serious adverse reactions occurred in the RUX arm only.
We found no evidence that FOS was superior to SOC for the treatment of COVID-19 pneumonia in patients requiring hospital admission. Due to early stopping, the trial was underpowered to establish RUX’s effect in this population. Further study is needed.
NCT04581954; EUDRA-CT:
Values and preferences are key determinants of optimal care, and variability in patient values and preferences often dictates differences in patient management. Clinicians’ views of patients’ values and preferences may differ across cultural aspects and stage of training, but the extent to which this is the case remains uncertain. One key value and preference issue is the trade-off between quantity and quality of life, and this issue is particularly prominent among patients with dementia. We therefore propose to investigate the extent to which physicians’ perceptions of optimal management for patients living with advanced dementia may differ due to cross-cultural factors and stage of medical training.
We will conduct a sequential explanatory mixed-methods study (QUAN -> qual). First, we will administer paper-based or electronic surveys during educational sessions, conferences and rounds to medical students, residents and physicians in ten countries, either in person or online. Following that, a qualitative inquiry, guided by the findings of the quantitative study and the principles of the interpretive description design, will inform an in-depth exploration of the predictive factors identified in the quantitative data analysis.
The Hamilton Integrated Research Ethics Board at McMaster University has approved this study (approval number 2024-17651). We will disseminate our findings in peer-reviewed publications and present results at conferences as oral and poster presentations.
Effect size and event rate estimation is necessary for sample size calculation in randomised clinical trials. Overestimation of the effect size and event rate can lead to inadequately powered studies and increased probability of false negative results. This is common in trials involving critically ill patients. However, such overestimation has not been systematically evaluated in trials involving neurocritical care. We aimed to conduct a systematic review of published randomised clinical trials involving critically ill neurological patients, to determine the accuracy of effect size and event rate estimation.
We will review randomised clinical trials involving adult critically ill neurological patients that were published from 2015 onwards in selected clinically useful and high-impact journals. We will include randomised clinical trials reporting a binary or time to event outcome, using two study groups, and a superiority design testing the efficacy of diagnostic, monitoring, therapeutic or process interventions. All eligible studies must report an estimated event rate in the control group and estimated effect size. All relevant studies will be identified through database searches. All study selection and data extraction will be conducted by two independent reviewers. We will use a random-effects model for pooling data. This review will be conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses reporting guidelines. Accuracy of effect size and event rate estimation will be evaluated by comparing the estimated and observed values. The association between the accuracy of the individual randomised clinical trial effect size and event rate estimation and rejection of the null hypothesis will be evaluated using logistic regression analysis. Multivariable linear regression analysis will be used to explore the factors associated with accuracy of effect size and event rate estimation. In addition, we will perform subgroup analysis by impact factor of the published journals, sample size of the studies and risk of bias.
As this systematic review will use data from previously published studies, it does not require ethics approval. Findings of this systematic review will be published in a peer-reviewed journal and will be presented at specialty-based conferences. The study will be included in the higher degree research thesis of the primary author.
CRD420251106394.
The Communication and Symbolic Behaviour Scales Developmental Profile Infant–Toddler Checklist (CSBS DP ITC) is a screening tool designed to identify early deficits in social communication, expressive speech/language and symbolic functioning in children aged 6–24 months. This study aimed to translate and content validate the CSBS DP ITC into Modern Standard Arabic.
Methodological study involving translation and content validation.
The study was conducted in the United Arab Emirates.
The translation process involved five bilingual translators and one monolingual Arabic language expert. Ten experts participated in the content validation phase, and 10 parents of young children participated in the face validity assessment.
Content Validity Indices (CVIs), including the Item-level CVI (I-CVI), the Scale-level CVI by Average (S-CVI/Ave) and the S-CVI by Universal Agreement (S-CVI/UA), along with modified kappa statistics, were calculated to assess item-level and scale-level clarity, relevance and comprehensiveness.
Expert panel ratings showed high clarity (I-CVI: 0.8–1, S-CVI/Ave: 0.98, S-CVI/UA: 0.88) and similar relevance scores. Face validity assessments yielded clarity I-CVI scores of 0.9–1, with S-CVI/Ave at 0.98 and S-CVI/UA at 0.8. The modified kappa statistic ranged from 0.89 to 1, indicating strong agreement among parents.
The CSBS DP ITC was effectively translated and content validated into Modern Standard Arabic. The calculated CVI values ranged from excellent to acceptable. This step establishes a foundation before proceeding to full psychometric testing of the instrument, paving the way for a reliable and culturally appropriate tool to identify early communication delays for use across the Arab-speaking population.
This study aims to assess the burden and predictors of age-related macular degeneration (AMD) among older age patients with diabetes attending comprehensive specialised hospitals in Northwest Ethiopia.
A multicentre cross-sectional study was conducted among older patients with diabetes using a systematic random sampling technique.
The study was conducted at five comprehensive specialised hospitals in Northwest Ethiopia from 8 May to 8 June 2023.
The study included 832 diabetic individuals aged 40 years and above.
Data were collected using a pretested structured questionnaire and physical examinations.
In this study, a total of 832 participants were involved, with a response rate of 96.85%. The burden of AMD was 15.4% (95% CI 13.0% to 18.0%). Male sex (adjusted OR (AOR) 2.04, 95% CI 1.17 to 3.56), older age (AOR 6.91, 95% CI 3.17 to 15.08), diabetes duration of 10 and more years (AOR 3.00, 95% CI 1.91 to 4.69), higher body mass index (AOR 2.56, 95% CI 1.15 to 5.71), presence of hypertension (AOR 2.45, 95% CI 1.56 to 3.85) and family history of diabetes mellitus (DM) (AOR 2.29, 95% CI 1.40 to 3.76) were positively associated with AMD.
This study found that the prevalence of AMD among patients with diabetes was 15.4%. Older age, male sex, longer DM duration, higher body mass index, presence of hypertension and family history of DM were significantly associated with AMD. Targeted screening of at-risk individuals for AMD, public health awareness campaigns focusing on these factors and further research to understand the burden and underlying mechanisms of these associations with AMD are recommended.
by Dilara Tank, Bianca G. S. Schor, Lisa M. Trommelen, Judith A. F. Huirne, Iacer Calixto, Robert A. de Leeuw
PurposeTransvaginal ultrasound (TVUS) is pivotal for diagnosing reproductive pathologies in individuals assigned female at birth, often serving as the primary imaging method for gynecologic evaluation. Despite recent advancements in AI-driven segmentation, its application to gynecological ultrasound still needs further attention. Our study aims to bridge this gap by training and evaluating two state-of-the-art deep learning (DL) segmentation models on TVUS data.
Materials and methodsAn experienced gynecological expert manually segmented the uterus in our TVUS dataset of 124 patients with adenomyosis, comprising still images (n = 122), video screenshots (n = 472), and 3D volume screenshots (n = 452). Two popular DL segmentation models, U-Net and nnU-Net, were trained on the entire dataset, and each imaging type was trained separately. Optimization for U-Net included varying batch size, image resolution, pre-processing, and augmentation. Model performance was measured using the Dice score (DSC).
ResultsU-Net and nnU-Net had good mean segmentation performances on the TVUS uterus segmentation dataset (0.75 to 0.97 DSC). We observed that training on specific imaging types (still images, video screenshots, 3D volume screenshots) tended to yield better segmentation performance than training on the complete dataset for both models. Furthermore, nnU-Net outperformed the U-Net across all imaging types. Lastly, we report the best results using the U-Net model with limited pre-processing and augmentations.
ConclusionsTVUS datasets are well-suited for DL-based segmentation. nnU-Net training was faster and yielded higher segmentation performance; thus, it is recommended over manual U-Net tuning. We also recommend creating TVUS datasets that include only one imaging type and are as clutter-free as possible. The nnU-Net strongly benefited from being trained on 3D volume screenshots in our dataset, likely due to their lack of clutter. Further validation is needed to confirm the robustness of these models on TVUS datasets. Our code is available on https://github.com/dilaratank/UtiSeg.
To assess the relationship of infant growth, feeding practices and tummy time to their motor development at 12 months, with a special focus on how maternal physical activity during late pregnancy relates to infants’ motor skills.
Longitudinal study.
Rural city in the Mid-Southern USA.
16 singleton pregnant women in the third trimester and their term infants were recruited, excluding mother–infant pairs with health issues that impact infants’ motor development and restrict mothers’ physical activity.
Maternal physical activity and sedentary time during the third trimester were measured using Actigraph activity monitors. Labour nurses measured neonatal birth weight and length using standard procedures. Infants’ motor percentiles at 4 and 12 months were measured respectively using the Alberta Infant Motor Scale and Peabody Developmental Motor Scales II test by a licensed paediatric physical therapist. Feeding practices, infants’ time spent in different positions and family composition were evaluated separately at 4 and 12 months using a study-specific survey.
Infant motor percentiles at 4 months were positively associated with their 12-month motor percentiles (r=0.649, p=0.009). For each additional percentile at 4 months, the mean 12-month percentile increased by 0.4. Motor percentiles at 12 months were also positively associated with infants’ birth weight (r=0.553, p=0.026) and length (r=0.637, p=0.008), but not significantly associated with tummy time (r=–0.069, p=0.840). Infant motor percentiles at 12 months were not associated with time spent sedentary (r=–0.134, p=0.634), light activity (r=0.213, p=0.447) or moderate activity (r=–0.050, p=0.858) during the third trimester. At 12 months, breastfeeding status (p=0.576) and having siblings (p=0.230) were not related to motor scores.
Motor percentiles at 4 months, birth weight and length correlated with motor skills at 12 months, whereas tummy time, siblings, and breastfeeding were not significant predictors. Physical activity during pregnancy did not significantly correlate to motor skills at 12 months.
Assessment of Different NEoplasias in the adneXa (ADNEX) and Risk of Malignancy Index (RMI) are models that estimate the risk of malignancy in ovarian masses based on clinical and ultrasound information. The aim is to perform a meta-analysis of studies that compared the performance of the two models in the same patients (‘head-to-head comparison’).
Systematic review and meta-analysis.
Systematic literature search from publication of ADNEX model (15/10/2014) up to 31/07/2024 in Embase, Web of Science, Scopus, Medline (via PubMed) and EuropePMC.
We included all studies that externally validated the performance of ADNEX (with or without CA125) and RMI on the same data.
Two independent reviewers extracted data using a standardised extraction sheet. We assessed risk of bias using PROBAST. We performed random effects meta-analysis of the area under the receiver operating characteristic curve (AUC), sensitivity, specificity and clinical utility (net benefit, relative utility and probability of being useful in a hypothetical new centre) at thresholds commonly used clinically (10% risk of malignancy for ADNEX, 200 for RMI).
We included 11 studies comprising 8271 tumours. Most studies were at high risk of bias. The summary AUC to distinguish benign from malignant tumours in operated patients for ADNEX with CA125 was 0.92 (95% CI 0.90 to 0.94) and for RMI it was 0.85 (0.81 to 0.89). Sensitivity and specificity for ADNEX with CA125 were 0.93 (0.90 to 0.96) and 0.77 (0.71 to 0.81) and for RMI, they were 0.61 (0.56 to 0.67) and 0.92 (0.89 to 0.94). The probability of the test being useful in a hypothetical new centre in operated patients was 96% for ADNEX with CA125 and 15% for RMI at the selected thresholds.
ADNEX has better discrimination and clinical utility than RMI.
This study aimed to assess eye check-up practice and associated factors among patients with diabetes attending primary hospitals in the Central Gondar Zone, Northwest Ethiopia.
A multicentre hospital-based cross-sectional study.
This study was conducted at primary hospitals in Central Gondar Zone, Northwest Ethiopia, from 10 June 2024 to 10 July 2024.
The study included 689 consecutive adult patients with diabetes who met the inclusion criteria.
Participants were diagnosed with diabetes mellitus by a general practitioner. Optometrists conducted interviews, reviewed medical records and administered a pretested, structured questionnaire. Binary logistic regression was performed to identify associated factors, with significance considered at a p
A total of 689 participants were involved in this study, with a response rate of 98.4%. The proportion of good eye check-up practice was 20.6% (95% CI: 17.6% to 23.8%). Factors associated with good eye check-up practice included urban residence (adjusted OR, AOR=4.10, 95% CI: 1.72 to 9.82), diabetes duration of 12+ years (AOR=4.98, 95% CI: 1.43 to 17.38), previous eye disease (AOR=3.78, 95% CI: 1.79 to 7.95), good knowledge of diabetic retinopathy (AOR=3.22, 95% CI: 1.42 to 7.29), higher family income (AOR=3.80, 95% CI: 1.27 to 11.36), referral from a diabetic clinic (AOR=3.48, 95% CI: 1.58 to 7.67) and a favourable attitude (AOR=3.75, 95% CI: 1.46 to 9.65).
This study revealed a low proportion of good eye check-up practices among patients with diabetes. Urban residency, longer duration of diabetes, higher income, clinic referrals, history of eye disease, knowledge of diabetic retinopathy and a favourable attitude were significantly associated with good eye check-up practices. Therefore, targeted health education and strengthened referral systems are recommended to improve regular eye check-up practices among individuals with diabetes.
Our objectives were (1) to characterise the age-sex-standardised prevalence of comorbidities among people living with HIV (PLWH) and people not living with HIV (PnLWH) between 2001 and 2019 and (2) to examine the effect of comorbidities on direct healthcare costs among PLWH and PnLWH.
This was a retrospective, matched cohort study conducted with the Comparative Outcomes and Service Utilisation Trends (COAST) cohort, which contained all known PLWH in British Columbia (BC), Canada and a general population sample.
BC, Canada.
A total of 9554 PLWH and 47 770 PnLWH from the COAST cohort were followed between 2001 and 2019. Participants were at least 19 years old and 82% male in both groups.
The primary outcomes were the age-sex-standardised prevalence of 16 comorbidities, calculated annually, among PLWH and PnLWH. Secondary outcomes included direct healthcare costs associated with each comorbidity among PLWH and PnLWH. Outcomes were ascertained from administrative health databases.
PLWH exhibited a higher age-sex-standardised prevalence of most comorbidities compared with PnLWH over the study period. Relative disparities in liver and kidney diseases markedly decreased since 2008. Disparities in the prevalence of mental health disorders and substance use disorder (SUD) were consistently large throughout the study period. Comorbidities were associated with high healthcare costs, especially among PLWH.
This study underscores the persistent and evolving burden of non-AIDS-defining comorbidities among PLWH, even in the context of improved HIV management. The high prevalence of mental health disorders and SUD, coupled with the substantial healthcare costs associated with these conditions, emphasises the need for holistic and integrated care models that address the full spectrum of health challenges faced by PLWH.