Scar outcomes are known to vary by skin tone and race, yet few studies have systematically evaluated these differences using validated tools. To evaluate differences in scar maturation across Fitzpatrick skin types and racial groups from 3 to 12 months postoperatively using the modified Patient and Observer Scar Assessment Scale (POSAS) scale. We conducted a prospective observational study of 40 patients undergoing breast surgery at a single academic centre. All scars were assessed at 3 and 12 months postoperatively using the modified POSAS. Fitzpatrick skin types were categorized into I–II, III–IV, and V–VI, and racial groups included Caucasian, Black, and Hispanic patients. Fitzpatrick Types I–II had the greatest vascularity reduction (–2.06 ± 2.10), while Types V–VI showed the least improvement (–0.80 ± 1.61). Pigmentation increased in Types V–VI (+0.35 ± 1.89) and improved in lighter skin tones. Black and Hispanic patients had significantly lower odds of favourable pigmentation outcomes (p < 0.07). Fitzpatrick Types V–VI also had lower odds of improved scar relief (OR = 0.125, p = 0.034). This study highlights differences in scar maturation across skin tone and racial categories using a standardized scale. These trends underscore the importance of tailoring postoperative scar counselling and interventions to individual patients’ skin types and racial backgrounds.
by Vu Nhi Ha, Le Chi Cao, Tran Hai Dang, Dao Thi Huyen, Nguyen Tien Dung, Le Huu Song, Nguyen Linh Toan, Truong Nhat My, Thirumalaisamy P. Velavan
BackgroundHepatitis E virus (HEV) causes sporadic outbreaks worldwide, with zoonotic and waterborne genotypes contributing to infections. In Vietnam, HEV genotypes 3 and 4 circulate among humans and swine, but data from remote, ethnic minority populations remain limited.
MethodsA cross-sectional study was conducted among 272 ethnic minority students at Thai Nguyen University of Medicine and Pharmacy (TUMP) to determine HEV infection markers and associated risk factors. Anti-HEV IgM and IgG were tested in serum samples using Wantai ELISA kits, and HEV RNA was detected by nested PCR targeting the ORF1 region. Demographic and exposure data were collected via structured questionnaires. Statistical analyses were performed using binary logistic regression.
ResultsOne participant (0.37%) tested positive for anti-HEV IgM, and 69 (25%) were positive for anti-HEV IgG, while HEV RNA was undetectable. HEV-IgG seroprevalence increased significantly with age (p = 0.004) but showed no sex-related differences. Consumption of tap or mixed water sources (p = 0.043) and raw or undercooked pork liver (p = 0.018) were significantly associated with HEV-IgG positivity. Multivariate analysis confirmed these factors as independent predictors of prior HEV exposure (adjusted OR = 1.6 and 4.8, respectively).
ConclusionsA moderate HEV seroprevalence among ethnic minorities indicates substantial prior exposure in northern Vietnam. Strengthening water sanitation, food safety awareness, and routine HEV surveillance is recommended to mitigate infection risk in vulnerable communities.
To investigate Vietnamese undergraduate students’ knowledge and attitudes towards contraception and their associated factors.
Cross-sectional study.
Six universities in Vietnam from April to May 2025.
1134 undergraduate students.
Students’ knowledge and attitudes towards contraception were measured via an online survey, and a cut-off point of 50% was used to categorise their scores. Associations between students’ knowledge and attitude scores and their sociodemographic characteristics, academic background, sexual and relationship experiences, contraceptive education and information sources were evaluated using multivariable linear regression. Independent variables were selected through Bayesian Model Averaging.
Students’ average knowledge and attitude scores were 10.93±2.86 (possible range: 0–22; actual range: 0–19) and 54.14±6.57 (possible range: 15–75; actual range: 35–74), respectively. 62.1% demonstrated good knowledge, and 91.4% showed positive attitudes towards contraception. Higher knowledge was observed among older students (per 1 year increase, β=0.33, 95% CI 0.23 to 0.43), those from public universities (β=1.32, 95% CI 0.64 to 2.00), using mass media as a contraceptive information source (β=0.58, 95% CI 0.25 to 0.91) and having sexual experience (β=1.16, 95% CI 0.73 to 1.58). By contrast, students who were single and had never been in a romantic relationship (β=–0.88, 95% CI –1.23 to –0.52) and those enrolled in non-healthcare disciplines (β=–1.06, 95% CI –1.55 to –0.56) had significantly lower knowledge scores. Positive attitudes were more prevalent among female students (males vs females: β=–2.07, 95% CI –2.80 to –1.34), those using the Internet as a source of contraceptive information (β=5.65, 95% CI 4.29 to 7.01) and those with higher knowledge scores (per one-unit increase, β=0.67, 95% CI 0.55 to 0.79). All associations were statistically significant (p
In general, undergraduate students’ knowledge of contraception was relatively low, while their attitudes were positive. Implementing education programmes focusing on correct usage and storage of condoms and the safety of emergency contraceptive pills may help improve their understanding and promote safer sexual practices, thereby contributing to reducing the risk of sexually transmitted infections and unintended pregnancies.
Skin-to-Skin Contact or Kangaroo Mother Care is an evidence-based intervention proven to enhance breastfeeding rates, improve cardiorespiratory stability and promote neurodevelopment in neonates. While established as a standard of care for stable term infants and increasingly recognised for preterm infants, the implementation of sustained skin-to-skin contact faces significant systemic and clinical challenges, particularly within the intensive care environment. This editorial argues that the focus must shift from when skin-to-skin contact is permitted to how sustained skin-to-skin contact can be universally integrated as a non-negotiable core practice, even for extremely preterm infants. Addressing practical barriers, such as staff training, equipment design, parental support and perceived clinical instability, is essential to realise the full potential of sustained skin-to-skin contact to optimise neurodevelopmental and physiological outcomes for all neonates, closing the gap between compelling evidence and inconsistent global practice.
Food retail outlets in sports and recreation facilities often fail to support healthy eating, despite aligning with healthy lifestyles and goals of local governments (LGs) that often own or manage them. LGs face barriers to implementing facility changes including inadequate staffing, training and incentives. The Promoting CHANGE initiative was co-designed to support LGs in improving and sustaining healthier food and drink offerings in these settings.
A 3-year, type 2 effectiveness-implementation hybrid cluster randomised controlled trial will evaluate the Promoting CHANGE capacity-building and support package in three Intervention and four Control LGs in Victoria, Australia (August 2023–July 2026). The co-designed initiative includes human resource support, training, tools, technical assistance, community-of-practice groups, feedback based on food outlet audit and sales data and small grant incentives. Using the RE-AIM (Reach, Effectiveness, Adoption, Implementation, Maintenance) evaluation framework, the trial’s co-primary outcomes are the percentage of least healthiest food and drinks (1) displayed (implementation) and (2) sold weekly (effectiveness). Key secondary outcomes are effectiveness (sales and revenue); facility-level adoption, implementation, maintenance of healthy changes; cost-effectiveness (within-trial modelled economic evaluation). Findings will provide evidence of the initiative’s effectiveness and scalability, informing recommendations for advancing healthier food environments in over 6000 community-based food outlets across 500 Australian LGs, with implications globally.
This study has received approval from the Deakin University Human Research Ethics Committee (reference number HEAG-H 92_2023). The results will be published in scientific peer-reviewed journals along with plain language summaries for participants.
ACTRN12621001120864.
Young people face challenges in accessing information on HIV and sexual and reproductive health services, with corresponding suboptimal uptake. Decision aids can provide information and decisional support to improve young people’s engagement with health interventions. However, they have not been widely implemented among young people. The availability of different choices for HIV and pregnancy prevention means that it is important to implement interventions that facilitate informed choices for these methods. We describe a protocol for a scoping review that aims to explore the availability, acceptability and use of decision aids for HIV prevention and contraception for young people.
We will identify relevant studies from the following electronic databases from inception to current date: PubMed, Scopus and Global Health; and grey literature databases, namely medRxiv and Open Access Theses and Dissertations. Eligible studies will report on HIV prevention and/or contraception decision aids and be written in English. Data extraction will be done by two reviewers independently using templates, with discrepancies resolved by consensus. Analysis will be done narratively, and separate for HIV prevention and contraception decision aids. Analysis will also include determination of the suitability of each decision aid for use by young people aged 15–24 years. The Preferred Reporting Items for Systematic Reviews and Meta-Analysis extension for Scoping Reviews will be employed to present results.
This review does not require ethics approval. The findings from this work will be disseminated through peer-reviewed publications and presentations at local and international conferences.
This scoping review protocol is registered in Open Science Framework with Project DOI: 10.17605/OSF/IO/46YWG (accessible via: https://doi.org/10.17605/OSF.IO/46YWG).
Gastrointestinal bleeding (GIB) is a common cause of hospitalisation and decompensation in the hospital, is routinely managed by a wide variety of subspecialties, and requires a host of both technical and non-technical skills (NTS). Simulation-based training (SBT) exercises are an excellent means of training physicians and other healthcare professionals in both technical skills and NTS and are frequently used to teach and assess management of high-stress situations such as cardiopulmonary resuscitation and trauma situations. The manner in which SBT is used to train other types of clinical situations—and at what frequency—is less clear. The extent to which such training programmes are evaluated is also not clear. Here, we intend to characterise the body of literature describing SBT programmes for bedside management of GIB. In doing so, we will gain valuable insight into the current state of SBT as it relates to training healthcare professionals to handle complicated clinical situations.
Our review will follow the six-stage framework outlined by Arksey and O’Malley while considering elaborations and guidance made by Levac et al and the Joanna Briggs Institute. The protocol and review will be created in alignment with the preferred reporting items for systematic reviews and meta-analyses—scoping review checklist and explanatory paper. Using a carefully constructed search strategy, the following databases will be queried from their inception through 31 December 2025: PubMed, Embase, Scopus, Web of Science and ERIC. Following the initial database query and two-step screening process, included articles will be systematically examined and will serve as our data source. Our efforts will ultimately answer the following research question: How is simulation-based training currently used to teach bedside management of GIB to physicians (residents, fellows and attending physicians), and how are these simulation-based training exercises studied and evaluated?
Ethical approval from the Institutional Review Board is not required for this study since all investigations are being carried out on previously published manuscripts. Final results will be compiled and submitted for publication once the study has been completed and all data has been charted/analysed.
To develop a machine learning (ML)-based risk prediction model for 1-year mortality in ST-elevation myocardial infarction (STEMI) patients undergoing primary or rescue percutaneous coronary intervention.
Patient data, including demographic, clinical, biochemical, imaging and procedural details, were extracted from electronic medical records. Data were split into training (80%) and test (20%) sets. Eight supervised learning algorithms were evaluated: least absolute shrinkage and selection operator, ridge, Elastic Net (EN, decision tree, support vector machine, random forest, AdaBoost and gradient boosting. Feature selection was performed sequentially with subsets of the top 5/10/15/20/25/30 features. Model hyperparameters were optimised using fivefold cross-validation with area under the curve (AUC) as the scoring metric.
Single, tertiary Australian centre.
We analysed data from 1863 consecutive STEMI patients treated at a tertiary Australian centre from July 2010 to December 2019.
The primary outcome was 1-year all-cause mortality.
The 1-year mortality rate was 13.6% (n=254) in our cohort. The EN model with five key features (parsimonious model) demonstrated superior performance, achieving an AUC of 0.821, which was comparable to the full 30-variable model (AUC 0.821). Advanced age, pre-hospital cardiac arrest and management with balloon angioplasty alone were identified as predictors of increased mortality risk, while family history of premature coronary disease and higher left ventricular ejection fraction were associated with improved survival. To facilitate clinical implementation, we developed a user-friendly web application for individualised risk assessment.
Our ML model accurately predicts 1-year mortality in STEMI patients using only five clinical variables. This tool offers improved accuracy and ease of use compared with existing risk stratification methods, potentially enhancing patient stratification and guiding treatment decisions in STEMI management.
The aim of this study was to develop an educational video introducing an innovative panel survey approach to facilitate guideline panels in making inferences about patient values and preferences.
A user testing of the educational video through one-on-one interviews and iterative refinement of the video through brainstorming meetings.
Interviews and brainstorming meetings were conducted through Zoom.
The participants of the interviews include guideline panellists who had used the panel survey approach, and guideline panellists who had not used the approach but would or would not participate in a panel survey soon. The participants of the brainstorming meetings were a steering committee with expertise in guideline methodology and qualitative research.
The understandability and usefulness of the educational video.
We interviewed 18 guideline panellists from eight different guideline panels, all of whom carefully reviewed the video. Most participants found the video useful in explaining the panel survey approach and its role in incorporating patient values and preferences. Participants suggested improvements, including clarifying key concepts and using plain language instead of technical terminology to make the content more accessible. The major change the steering committee decided to make through brainstorming meetings was to add clarification, refine the wording and replace some text with animation.
User testing resulted in an improved educational video that is more useful and understandable for guideline panellists. Wider implementation of this resource has the potential to enhance the incorporation of patient values and preferences in guideline recommendations, supporting more patient-centred decision-making.
Group A Streptococcus (Strep A) causes a wide spectrum of diseases, ranging from pharyngitis and impetigo to severe invasive infections and immune-mediated conditions such as acute rheumatic fever, rheumatic heart disease and acute post-streptococcal glomerulonephritis. Contemporary data on the global burden of Strep A diseases are lacking. The proposed study aims to use administrative data from numerous jurisdictions to estimate age-specific incidence or prevalence of Strep A diseases, with an emphasis on severe clinical endpoints. Depending on the availability of data, a secondary objective will be to estimate the economic burden of Strep A diseases.
This population-based descriptive study will use routine health data obtained from different low-income and middle-income and high-income countries through international research collaborations to estimate the country-level and global burden of Strep A diseases. Data will be primarily obtained and collated from hospital or national health laboratory databases for individuals across all age groups, along with emergency department, primary care and microbiological datasets where available. Strep A disease endpoints will be identified using International Classification of Diseases 10th Revision or other relevant coding systems and microbiological diagnosis. Age-specific incidence and prevalence rates will be computed using population denominators, and country-level age-adjusted rates will be applied to standard global reference populations to estimate the number of cases globally.
Ethical approval to conduct this study was obtained from the Human Research Ethics Committee at the University of Western Australia (reference: #2024/ET000401) and governance approval was obtained from The Kids Research Institute Australia. The findings from this study will be published in peer-reviewed journals and presented at Strep A Vaccine Global Consortium collaborative meetings.
Accurate arterial pressure monitoring is critical in cardiac surgery to guide haemodynamic management and vasopressor therapy. Radial arterial pressure monitoring may systematically underestimate central aortic pressure compared with femoral monitoring, potentially leading to inappropriate vasopressor escalation and associated complications. Recent evidence demonstrates that excessive norepinephrine exposure is associated with acute kidney injury and increased mortality in cardiac surgery patients.
To determine whether femoral arterial pressure monitoring reduces norepinephrine use compared with radial monitoring in cardiac surgery patients.
This is a prospective, randomised, controlled, single-blind, superiority trial conducted at two French university hospitals (CHU Besancon and CHU Dijon). Adult patients undergoing cardiac surgery with cardiopulmonary bypass will be randomised 1:1 to receive either femoral or radial arterial pressure monitoring. The primary endpoint is the proportion of patients treated with norepinephrine from anaesthetic induction to postoperative day 7. Secondary endpoints include acute kidney injury according to KDIGO criteria, cardiac complications, vasoactive-inotropic scores, duration of vasopressor therapy, vascular complications, and 7-day and 30-day mortality. Sample size calculation indicates 340 patients (170 per group) are needed to detect a 15% absolute reduction in norepinephrine use with 90% power and α=0.05, and an anticipated loss to follow-up rate of 5%.
The study has been approved by the French Ethics Committee (Comité de Protection des Personnes Nord-Ouest II, no. 2024/897) and will be conducted according to the Declaration of Helsinki and Good Clinical Practice guidelines. Results will be submitted for publication in peer-reviewed journals and presented at international conferences.
by Nguyen Thien Duc, Nguyen An Ninh, Nguyen Phi Trinh, Le Quang Tuyen, Nguyen Van Hung, Dinh Hoang Khanh, Nguyen Van Luat, Nguyen Huu Phuc Dai, Tran Duc Huy, Chu Duc Hoa, Tran Vuong The Vinh
PurposesAnatomy is fundamental in medical education, yet cadaveric dissection faces challenges including limited specimens, high costs, and chemical hazards. Interactive anatomy tables such as the Pirogov system offer innovative alternatives, but evidence from Southeast Asia is limited.
MethodsIn a prospective cohort, 188 medical students (139 in Y1 and 49 in Y2) were randomly assigned to the Pirogov table group (Group A, n = 99) or the cadaveric dissection group (Group B, n = 89). Knowledge acquisition was measured using a validated 20-item multiple-choice test before and after the intervention. Student perceptions were evaluated with a 10-item Likert-scale questionnaire covering four domains: knowledge and understanding, spatial visualization and relationships, learning experience and engagement, and effectiveness and practical value. Data were analyzed using paired and independent t-tests and Welch’s t-test.
ResultsBoth groups showed significant knowledge gains (Group A: 4.3 ± 1.65 to 5.2 ± 1.75, p Conclusion
The Pirogov table and cadaveric dissection were associated with similar short-term improvements in anatomy knowledge. Students valued the Pirogov table for visualization and engagement. These findings support integrating digital tools with cadaveric dissection to enhance anatomy education, particularly in resource-limited contexts.
by Viet Anh Nguyen, Viet Hoang, Thi Quynh Trang Vuong, Thi Nga Phung, Nghi Phan Bich Hoang
ObjectivesChairside bonding of auxiliaries directly to aligners can avoid remanufacturing trays, but optimal protocols may be substrate-specific across modern thermoformed and 3D-printed materials. This study aimed to compare bond strength and failure mode across six representative aligner materials using a universal primer-orthodontic adhesive combination and a one-step aligner adhesive, with and without sandblasting.
Materials and methodsPolyethylene terephthalate glycol-modified (PETG), thermoplastic polyurethane (TPU), and glycol-modified polycyclohexylenedimethylene terephthalate (PCTG), together with three 3D-printed resins (TA-28, TC-85DAC, DCA), were prepared as 0.76-mm plates (n = 64). Specimens received alumina sandblasting or no treatment, then were bonded with either of two bonding strategies (n = 16). After thermocycling, bond strength was tested, and failures were scored by ARI. Two- and three-way ANOVA and proportional-odds modeling assessed effects (α = 0.05).
ResultsBond strength showed significant main effects of material and sandblasting, with significant material–sandblasting and material–primer interactions. The primer main effect was not significant. Post hoc tests confirmed substrate-specific rankings. PETG with Bond Aligner (non-sandblasted) reached 26.71 MPa, while DCA with universal primer (sandblasted) reached 22.36 MPa. Sandblasting generally increased bond strength, with some exceptions. Failure mode was material-dependent and not completely parallel with bond strength.
ConclusionsBonding efficacy depends on the aligner substrate. For thermoformed trays, a one-step aligner adhesive is preferable, with sandblasting contraindicated for PETG but advantageous for more elastic TPU and PCTG. For 3D-printed trays, a universal primer-orthodontic adhesive combination performs more consistently, with sandblasting benefiting DCA and TA-28, whereas TC-85DAC performs slightly better without it.
by Quynh Anh Tran, Hien Duy Pham, Dung Boi Ly, Minh Quang Ngo, Nhung Thi Nguyen, Liem Thanh Nguyen, Quang Thanh Nguyen
BackgroundEarly definitive surgery for Hirschsprung disease (HD) in neonates is increasingly adopted to reduce preoperative morbidity and preserve long term bowel function. However, comparative data across minimally invasive approaches in neonates with short segment disease remain limited. This study compared outcomes of single incision laparoscopic assisted endorectal pull through (SILEP), conventional laparoscopic assisted endorectal pull through (CLEP), and complete transanal endorectal pull through (TERPT) for rectosigmoid HD.
MethodsWe conducted a retrospective cohort study of 55 neonates who underwent one stage definitive surgery before 28 days of age at a high volume center between January 2019 and December 2021. The primary outcome was long term bowel function assessed using the Rintala Bowel Function Score (BFS) after a minimum of 4 years of follow up. Secondary outcomes included operative parameters, postoperative complications (Clavien Dindo classification), and cosmetic outcomes using the Manchester Scar Scale (MSS) in the laparoscopic groups.
ResultsAll patients successfully underwent surgery at a mean age of 22.4 ± 4.3 days. Operative time differed across approaches and was shorter for SILEP (53.8 ± 11.9 minutes) and TERPT (52.1 ± 18.3 minutes) than for CLEP (70.2 ± 22.5 minutes, p = 0.036). At follow up (mean 54.0 ± 7.7 months), the overall BFS was 17.5 ± 2.5 with no significant differences among groups (p = 0.32). MSS was numerically lower for SILEP than for CLEP (6.2 ± 1.1 vs 6.8 ± 1.9, p = 0.53). Complications were infrequent, with 14 minor and 7 major events, and there was no mortality or Clavien Dindo grade IV or V morbidity.
ConclusionSILEP, CLEP, and TERPT are feasible one stage options for neonates with rectosigmoid HD, with comparable long term bowel function and low rates of major complications. SILEP and TERPT were associated with shorter operative times, and SILEP showed a trend toward improved cosmetic scores compared with CLEP. These findings support an individualized approach to technique selection based on intraoperative requirements and institutional expertise.
by Plotine Jardat, Alexandra Destrez, Fabrice Damon, Noa Tanguy-Guillo, Anne-Lyse Lainé, Céline Parias, Fabrice Reigner, Vitor H. B. Ferreira, Ludovic Calandreau, Léa Lansade
Olfaction is the most widespread sensory modality animals use to communicate, yet much remains to be discovered about its role. While most studies focused on intraspecific interactions and reproduction, new evidence suggests chemosignals may influence interspecific interactions and emotional communication. This study explores this possibility, investigating the potential role of olfactory signals in human-horse interactions. Cotton pads carrying human odours from fear and joy contexts, or unused pads (control odour) were applied to 43 horses’ nostrils during fear tests (suddenness and novelty tests) and human interaction tests (grooming and approach tests). Principal component analysis showed that overall, when exposed to fear-related human odours, horses exhibited significantly heightened fear responses and reduced interaction with humans compared to joy-related and control odours. More precisely, when exposed to fear-related odours, horses touched the human less in the human approach test (effect size: Rate Ratio(RR)=0.60 ± 0.24), gazed more at the novel object (RR = 1.32 ± 0.14), and were more startled (startle intensity – Cohen’s d = −0.88 ± 0.39; and maximum heart rate – Cohen’s d = 1.16 ± 0.47) by a sudden event. These results highlight the significance of chemosignals in interspecific interactions and provide insights into questions about the impact of domestication on emotional communication. Moreover, these findings have practical implications regarding the significance of handlers’ emotional states and its transmission through odours during human-horse interactions.by Thanh Luan Nguyen, Thanh Khoi Tu, Thien-Vy Phan, Chanh M. Nguyen, Khoa D. Nguyen, Minh Quan Pham, Hai Ha Pham Thi
Cyperus amuricus (Cyperaceae) has exhibited potential anticancer activity against hepatocellular carcinoma (HCC), yet its molecular mechanisms and phytoconstituent interactions with oncogenic pathways remain underexplored. This study integrates in vitro cytotoxicity assays and molecular docking to evaluate the effects of C. amuricus fractionated extracts on HCC, focusing on PI3K/AKT/mTOR signaling axis. The ethyl acetate (EA) fraction selectively inhibited HepG2 cell proliferation (IC50 = 159.76 µg/mL) with minimal toxicity to normal fibroblasts. Apoptotic features—cell shrinkage, membrane blebbing, nuclear condensation, and DNA fragmentation—were confirmed through DAPI staining and gel electrophoresis. Western blot analysis revealed dose-dependent suppression of phosphorylated Akt and p70S6K, indicating pathway inhibition. Molecular docking identified strong binding affinities between Cyperaceae-derived compounds and PI3K/AKT/mTOR targets, with luteolin 7-O-β-D-glucuronopyranoside-6″-methyl ester blocked PI3K activation, vitexin bound AKT’s allosteric site, and digitoxin targeted mTOR’s ATP-binding pocket, showing comparable binding energies to reference ligands. These findings suggest C. amuricus as a promising candidate for natural product-based HCC therapy.Accurate identification of adverse events after colonoscopy is essential for quality assurance in colorectal cancer (CRC) screening. Review of medical records is labour intensive as adverse events are infrequent. The object of this study was to investigate the accuracy of claims data in identifying adverse events after colonoscopy in CRC screening.
Cross-sectional, retrospective.
Males and females aged 50–74 years were randomised to once-only sigmoidoscopy or biennial faecal immunochemical test in a CRC screening trial at two screening centres in Norway. Participants in the present study underwent follow-up colonoscopy from 2012 to April 2020 after initial positive screening test. We reviewed medical records for adverse events within 30 days following 11 205 colonoscopies.
The primary outcome of the study was to assess the sensitivity of claims data from the Norwegian Patient Registry to identify lower gastrointestinal bleeding using emergency contact International Statistical Classification of Diseases and Related Health Problems 10th Revision diagnostic code sets under two definitions: a stringent definition (codes explicitly identifying bleeding) and a broad definition (including suggestive codes). Secondary outcome measures included the sensitivity to identify perforation using a stringent and a broad definition. Additionally, we assessed whether incorporating procedure codes and non-emergency contacts improved accuracy.
87 cases of lower gastrointestinal bleeding and eight perforations were confirmed. Sensitivity for bleeding differed between the centres (p
Use of claims data underestimated adverse event rates following colonoscopy. Difference in coding practice across hospitals underscores the need for standardised reporting in screening programmes.
by Nguyen Hong Tan, Tran Manh Tuan, Pham Minh Chuan, Nguyen Duc Hoang, Le Quang Thanh, Le Hoang Son
Artificial Intelligence (AI) has been dramatically applied to healthcare in various tasks to support clinicians in disease diagnosis and prognosis. It has been known that accurate diagnosis must be drawn from multiple evidence, namely clinical records, X-Ray images, IoT data, etc called the multi-modal data. Despite the existence of various approaches for multi-modal medical data fusion, the development of comprehensive systems capable of integrating data from multiple sources and modalities remains a considerable challenge. Besides, many machine learning models face difficulties in representation and computation due to the uncertainty and diversity of medical data. This study proposes a novel multi-modal fuzzy knowledge graph framework, called FKG-MM, which integrates multi-modal medical data from multiple sources, offering enhanced computational performance compared to unimodal data. In addition, the FKG-MM framework is based on the fuzzy knowledge graph model, one of the models that represent and compute effectively with medical data in tabular form. Through some experiment scenarios utilizing the well-known BRSET dataset on multi-modal diabetic retinopathy, it has been experimentally validated that the feature selection method, when combining image features with tabular medical data features, gives the highest reliability results among 5 methods including Feature Selection Method, Tensor Product, Hadamard Product, Filter Selection, and Wrapper Selection. In addition, the experiment also confirms that the accuracy of FKG-MM increases by 12–14% when combining image data with tabular medical data than the related methods diagnosing only on tabular data.by Hai T. Nguyen
Injection scheduling is increasingly considered as an operational lever for optimizing carbon dioxide (CO2) storage in saline aquifers, yet its long-term impact on trapping efficiency at field scale remains uncertain. This study employs a field-calibrated vertical equilibrium model of the Johansen formation, offshore Norway, to compare four injection strategies: constant, ramped, pulsed, and low steady, under equal total injected mass. Simulations span 1000 years, including both injection and post-injection phases, to evaluate plume migration, bottom hole pressure (BHP) evolution, and partitioning among residual and solubility trapping. Results show that while injection schedule significantly influences short-term injectivity and peak BHP with differences up to 80 bar, its effect on millennial-scale trapping efficiency is negligible. By 1000 years, all scenarios converge to a similar distribution, with 57–58% dissolved in brine, 30–34% immobilized by residual trapping, and 8–9% persisting as a mobile plume, with inter-schedule differences less than 2% of the total injected mass. These findings indicate that, in a laterally open and well-connected aquifer such as Johansen, long-term storage security is governed primarily by reservoir properties and dissolution dynamics rather than by operational schedule. Consequently, injection scheduling should be regarded as a tool for short-term pressure management and infrastructure safety, not as a determinant of ultimate storage performance. This distinction provides practical guidance for designing CO2 storage projects and regulatory assessments of long-term containment.by Viet Anh Nguyen, Van Hung Nguyen, Thi Quynh Trang Vuong, Quoc Thanh Truong, Thi Trang Nguyen
Large language models (LLMs) are increasingly explored as diagnostic copilots in digital pathology, but whether the newest reasoning-augmented architectures provide measurable benefits over earlier versions is unknown. We compared OpenAI’s o3 model, which uses an iterative planning loop, with the baseline GPT-4o on 459 oral and maxillofacial (OMF) cases drawn from standard textbooks. Each case consisted of two to five high-resolution haematoxylin-and-eosin micrographs, and both models were queried in zero-shot mode with an identical prompt requesting a single diagnosis and supporting microscopic features. Overall, o3 correctly classified 31.6% of cases, significantly surpassing GPT-4o at 18.7% (Δ = 12.9%, P