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Frontiers in Medicine

99 training papers 2019-06-25 – 2026-03-07

Top medRxiv preprints most likely to be published in this journal, ranked by match strength.

1
Potassium-competitive acid channel blockers versus Proton-Pump inhibitors in the prevention of post-endoscopic peptic ulcer rebleeding: A systematic review and meta-analysis
2026-03-06 gastroenterology 10.64898/2026.03.02.26346403
Top 2% (4.3%)
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Introduction Vonoprazan, a new oral potassium-competitive acid blocker (PCAB), has shown promise in terms of superior acid suppression when compared to Proton pump inhibitors (PPIs). We evaluated the efficacy of PCABs versus PPIs in preventing rebleeding in high-risk peptic ulcer patients after endoscopic hemostasis. Methods Following the Preferred Reporting Items for Systematic Reviews and Meta Analyses (PRISMA) guidelines, we conducted a comprehensive search for relevant studies across Medline...

2
Characterizing Autonomic Dysfunction during Resuscitation in Sepsis using Multiscale Entropy
2026-03-05 intensive care and critical care medicine 10.64898/2026.03.04.26347662
Top 3% (4.2%)
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RationaleAutonomic dysfunction is a hallmark of sepsis pathophysiology, yet its quantification remains challenging. Multiscale entropy (MSE) derived from heart rate variability (HRV) offers a dynamic measure of physiological complexity and may serve as a biomarker of early deterioration associated with subsequent organ failure, vasopressor escalation, or mortality. ObjectiveTo determine whether MSE computed across multiple temporal scales during the first 24 hours of Intensive Care Unit (ICU) a...

3
Outburst of serotype 4 IPD after COVID-19 is driven by ST15063/GPSC162 lineage associated with high-risk behaviors and greater virulence linked to influenza H3N2 virus coinfection and cigarette smoke
2026-03-04 infectious diseases 10.64898/2026.02.27.26346872
Top 4% (3.3%)
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The emergence of vaccine covered serotypes causing invasive pneumococcal disease (IPD) is a serious concern worldwide. We investigated the unexpected rise of serotype 4 causing IPD primarily in non-vaccinated young adults after the COVID-19 pandemic that further spread to adults [≥] 65 years in recent years. For this purpose, we conducted a retrospective study of serotype 4 IPD cases (n=827) reported in Spain between 2009 and 2024. Whole-genome sequencing was performed to assess clonal lineag...

4
A predictive model for differentiating hemorrhagic fever with renal syndrome and scrub typhus in southwestern China
2026-03-04 public and global health 10.64898/2026.03.02.26347402
Top 5% (2.9%)
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BackgroundBoth hemorrhagic fever with renal syndrome (HFRS) and scrub typhus (ST) are acute zoonotic infectious diseases. There is an overlap in their epidemiological characteristics and clinical manifestations, posing challenges for early differential diagnosis. This study aims to identify predictive factors for these two diseases to provide a basis for early diagnosis. Method/FindingsA retrospective analysis was conducted on the clinical data of patients diagnosed with HFRS and ST at the Firs...

5
Two-step deep-learning candidemia prediction model using two large time-sequence electronic health datasets
2026-03-04 infectious diseases 10.64898/2026.03.03.26347531
Top 5% (2.6%)
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BackgroundCandidemia is a rare but life-threatening bloodstream infection that remains difficult to predict using conventional risk stratification approaches, highlighting the need for improved predictive strategies. As a result, empiric antifungal therapy is often delayed even in high-risk patients. MethodsWe developed a deep learning model (PyTorch_EHR) to predict 7-day candidemia risk by using electronic health record data from two large cohorts (Houston Methodist Hospital System [HMHS] and ...

6
Improving the detection of clinically significant steatotic liver disease using a machine learning algorithm in a real-world primary care population
2026-03-05 gastroenterology 10.64898/2026.03.04.26347631
Top 6% (2.1%)
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Background and aimsPopulation screening for liver disease in high-risk groups is recommended. Community diagnosis of liver disease is a challenge due to the asymptomatic nature of disease until very advanced stages. Moreover, regional variation in testing availability can result in people with clinically significant liver disease being missed. Machine learning (ML) has been proposed as a method to reduce diagnostic error and automate screening. We present a novel machine learning derived algorit...

7
Prospective Multicenter Evaluation of the QuickNavi-Campylobacter Assay in Stool Specimens
2026-03-04 infectious diseases 10.64898/2026.03.03.26346362
Top 7% (1.9%)
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The rapid diagnosis of Campylobacter infections is important for the management of infectious gastroenteritis. Although stool culture is considered the gold standard, its sensitivity is limited and it requires prolonged incubation times. We performed a prospective multicenter study at nine healthcare facilities in Japan to evaluate a Campylobacter rapid antigen test using stool specimens between March 2024 and August 2025. Patients with suspected infectious gastroenteritis were consecutively enr...

8
Unusual predominance of Staphylococcus aureus in the salivary microbiome of children with Early Childhood Caries in Kano, Nigeria
2026-03-06 dentistry and oral medicine 10.64898/2026.03.05.26347684
Top 10% (1.7%)
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Background The microbial aetiology of early childhood caries (ECC) in sub-Saharan African populations remains poorly characterised, with most studies focusing on conventional cariogenic pathogens like Streptococcus mutans. This study aimed to characterise the salivary microbial profile of children with ECC in urban Kano, northern Nigeria. Methods In this cross-sectional study of 162 children aged 3-5 years in urban Kano, unstimulated saliva samples were collected and analysed using standard bact...

9
Antibiotic price formulation in Tanzania: evidence from national regulatory import permit data 2010-2016
2026-03-06 pharmacology and therapeutics 10.64898/2026.03.05.26347741
Top 10% (1.6%)
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Background Antibiotic pricing is a key determinant of access and stewardship in low- and middle-income countries (LMICs), yet empirical evidence on how prices are formed within pharmaceutical markets remains limited. However, there is little longitudinal evidence on how antibiotic prices behave within national pharmaceutical supply systems. This study evaluated the patterns and determinants of systemic antibiotic pricing in Tanzania using national regulatory import permit data. Methods We conduc...

10
Deep Learning-based Differentiation of Drug-induced Liver Injury and Autoimmune Hepatitis: A Pathological and Computational Approach
2026-03-06 pathology 10.64898/2026.03.05.26347708
Top 11% (1.6%)
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Drug-induced liver injury (DILI) is an acute inflammatory liver disease caused not only by prescription and over-the-counter medications but also by health foods and dietary supplements. Typically, DILI patients recover once the causative substance is identified and discontinued. In contrast, autoimmune hepatitis (AIH) results from the immune-mediated destruction of hepatocytes due to a breakdown of self-tolerance mechanisms. Patients presenting with acute-onset AIH often lack characteristic cli...

11
Predictive Value of Blood Tests in Postoperative Delirium for Abdominal Surgery Patients
Top 11% (1.5%)
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BackgroundPostoperative delirium is a common complication in surgical patients, and is associated with a multitude of negative outcomes, including mortality, dementia, and increased healthcare costs. Therefore, a better understanding of what factors contribute to postoperative delirium, especially those that can be easily obtained, is important. MethodsWe conducted a retrospective cohort study using patients from the Medical Information Mart for Intensive Care (MIMIC)-IV database. Adult patient...

12
Cultryx: Precision Diagnostic Stewardship for Blood Cultures Using Machine Learning
2026-03-04 infectious diseases 10.64898/2026.02.27.26347214
Top 11% (1.5%)
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BackgroundThe 2024 blood culture bottle shortage brought diagnostic resource allocation to the forefront, reflecting persistent, foundational challenges with low-value testing and empiric treatment approaches under clinical uncertainty. ObjectiveTo determine whether a machine learning approach using electronic medical record data can predict bacteremia more effectively than existing systems and practices to guide diagnostic testing and empiric treatment strategies. MethodsIn a retrospective co...

13
Stability of Microbiome-Derived Fatty Acids in Self-Collected Samples: A Comparative Evaluation of Stool and Blood Matrices
2026-03-06 gastroenterology 10.64898/2026.03.05.26347712
Top 12% (1.5%)
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Background Short-chain fatty acids (SCFAs) are widely used as functional readouts of gut microbial activity in vivo. The growing adoption of decentralised study designs and self-collection protocols has amplified the need for reliable room-temperature storage and shipment strategies. However, SCFAs volatility and the persistence of post-collection microbial metabolism raise concerns regarding pre-analytical stability and the interpretability of measured concentrations. Methods We assessed the te...

14
Efficacy Of Connective Tissue Graft Versus Titanium Papillary Inserts in the Surgical Reconstruction of Interdental Papilla: A Randomized Controlled Clinical Trial
2026-03-04 dentistry and oral medicine 10.64898/2026.02.26.26345466
Top 12% (1.5%)
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Aim and ObjectivesThe study aimed to evaluate the effectiveness of titanium inserts for interdental papilla reconstruction, comparing it with the Han and Takei technique using subepithelial connective tissue grafts. The objectives included assessing the black triangle height, papilla height and papilla presence index (PPI) at baseline, 1 month and 3 months postoperatively along with the evaluation of Early Wound Healing Score (EHS) during the first week of post operative healing period. Patient...

15
Dental teachers perspectives on Extended Reality in dental education: an international survey
2026-03-05 dentistry and oral medicine 10.64898/2026.03.05.26347677
Top 12% (1.4%)
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IntroductionDigital technologies are reshaping how health professionals are trained, and extended reality (XR) has gained attention as a tool for skills development in dental education. Yet, successful integration depends largely on educators perceptions, readiness, and working conditions. This study aimed to explore dental educators views of the educational value of XR, what barriers they experience, and how familiarity with immersive technologies relates to their use in teaching. Materials an...

16
Forces Applied on the Glottis During Endotracheal Intubation: Effect of Technique, Stylet, and Experience. A Manikin-based study
2026-03-06 anesthesia 10.64898/2026.03.05.26347753
Top 12% (1.4%)
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Purpose To quantify and compare the peak force applied on the glottis during endotracheal intubation across five laryngoscopy techniques, two intubation conditions (standard and simulated laryngospasm), and two operator experience levels, and to assess the effects of stylet use and operator anthropometric characteristics on applied force. Methods This prospective, manikin-based experimental study enrolled 50 operators (30 experienced, 20 less experienced). Each performed endotracheal intubation ...

17
BEGA-UNet: Boundary-Explicit Guided Attention U-Net with Multi-Scale Feature Aggregation for Colonoscopic Polyp Segmentation
2026-03-05 gastroenterology 10.64898/2026.03.04.26347608
Top 16% (1.2%)
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Accurate polyp segmentation from colonoscopy images is critical for colorectal cancer prevention, yet the generalization of deep learning models under domain shift remains insufficiently explored. We propose Boundary-Explicit Guided Attention U-Net (BEGA-UNet), a boundary-aware segmentation architecture that introduces explicit edge modeling as a structural inductive bias to enhance both segmentation accuracy and cross-domain robustness. The framework integrates three components: an Edge-Guided ...

18
Thyroid Cancer Risk Prediction from Multimodal Datasets Using Large Language Model
2026-03-06 health informatics 10.64898/2026.03.05.26347766
Top 16% (1.1%)
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Thyroid carcinoma is one of the most prevalent endocrine malignancies worldwide, and accurate preoperative differentiation between benign and malignant thyroid nodules remains clinically challenging. Diagnostic methods that medical practitioners use at present depend on their personal judgment to evaluate both imaging results and separate clinical tests, which creates inconsistency that leads to incorrect medical evaluations. The combination of radiological imaging with clinical information syst...

19
Elimination drives recovery in amatoxin-induced acute liver failure A globally applicable management framework: preserving toxin elimination enables transplant-free recovery
2026-03-05 toxicology 10.64898/2026.03.05.26345777
Top 17% (1.1%)
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Amatoxin-induced acute liver failure complicates misidentified foraged mushroom ingestion worldwide; abrupt multisystem collapse punctuates apparent improvement. Our prospective single-arm clinical trial investigated proactive toxicokinetic-based management to preserve elimination capacity: sustained enhanced hydration to maintain renal clearance; fasting plus octreotide to suppress meal-driven enterohepatic circulation; and intravenous silibinin to inhibit OATP1B3-mediated hepatic uptake, enabl...

20
Hump nosed pit viper envenoming in Coastal Karnataka- unravelling the centuries of deadly camouflage
2026-03-06 public and global health 10.64898/2026.03.05.26347697
Top 17% (1.1%)
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Background The Hump-nosed pit viper is a recognized but neglected medically significant species causing morbidity and mortality, with non-availability of a specific antivenom. There are many gaps in our understanding of its envenomation, including burden, clinical syndrome, complications and management. Methodology The study is a retrospective sub analysis of the Prospective VENOMS registry and hospital records of Hump Nosed Pit Viper envenomation from a single tertiary care center in coastal Ka...