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Ultrasound in Medicine & Biology

Elsevier BV

Preprints posted in the last 30 days, ranked by how well they match Ultrasound in Medicine & Biology's content profile, based on 10 papers previously published here. The average preprint has a 0.02% match score for this journal, so anything above that is already an above-average fit.

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Bioimpedance-assisted characterization of cardiac electroporation and anisotropic homogenization by pulsed field ablation

Jacobs, E. J.; Santos, P. P.; Parizi, S. S.; Dunham, S. N.; Davalos, R. V.

2026-03-20 bioengineering 10.64898/2026.03.18.712769 medRxiv
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ObjectivePulsed field ablation (PFA) relies on irreversible electroporation to create nonthermal cardiac lesions, yet real-time indicators of electroporation progression and validated lethal electric field thresholds remain limited. This study aimed to develop a bioimpedance-based metric for real-time monitoring of cardiac electroporation, evaluate the impact of myocardial anisotropy under electroporation conditions, and derive waveform-specific lethal electric field thresholds. IntroductionCurrent PFA procedures lack direct intraoperative feedback on lesion formation, and uncertainty remains regarding the role of myocardial fiber orientation in shaping electric field distributions. Because electroporation dynamically alters tissue electrical properties, monitoring these changes during treatment may improve prediction of ablation outcomes. MethodsPFA was delivered to fresh ex vivo porcine ventricular tissue using clinically relevant and energy-matched waveforms with pulse widths from 1 to 100 {micro}s. Inter-burst broadband electrical impedance spectroscopy was performed using a low-voltage diagnostic waveform to quantify burst-resolved impedance changes. Lesions were visualized using metabolic staining, then finite element models incorporating nonlinear electroporation-dependent conductivity were used to compare anisotropic and homogenized electric field distributions. Lethal electric field thresholds were estimated by fitting simulated contours to measured lesion areas and validated using uniform electric fields generated by a parallel electrode array. ResultsAcross all waveforms, impedance measurements showed a rapid initial decrease followed by stabilization, indicating early electroporation saturation. Burst-to-burst percent change in impedance slope provided a consistent, waveform-agnostic metric of electroporation progression. Lesion morphology was not systematically influenced by fiber orientation, and modeling demonstrated that electroporation-induced conductivity increases homogenized tissue anisotropy. Lethal electric field thresholds increased with decreasing pulse width, ranging from 517 {+/-} 46 V/cm (100 {micro}s) to 1405 {+/-} 55 V/cm (1 {micro}s), and were validated under uniform field conditions. ConclusionBioimpedance-assisted monitoring enables real-time assessment of cardiac electroporation, while electroporation-induced homogenization supports simplified modeling and standardized PFA treatment design.

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A Patient-Specific CFD Study of Carotid Webs: Hemodynamic Analysis and the Role of Blood Viscosity

Zhao, X.; Khan, F.; Lewis, S.; Rodriguez, M.

2026-03-20 neurology 10.64898/2026.03.18.26348736 medRxiv
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Background. Carotid webs (CaWs) are shelf-like protrusions in carotid bifurcation recognized as a potential cause of ischemic stroke. However, their impact on wall-based hemodynamic metrics (TAWSS, OSI, RRT) in distinguishing from normal bifurcations remains unclear. Methods. Carotid geometries were reconstructed from CT angiography in patients with CaWs, classified as symptomatic (with ischemic stroke) or asymptomatic (incidentally detected), and controls with normal bifurcations. Influence of three blood viscosity models (Newtonian, Carreau-Yasuda, Casson) was evaluated. Metrics were quantified using a Gaussian-weighted spatial averaging method and compared between groups. Results. CFD simulations were performed in 22 CaW cases (16 symptomatic, 6 asymptomatic) and 6 normal bifurcations. Simulations predicted recirculation corresponding to delayed contrast clearance on DSA. Viscosity models had minimal influence on flow patterns (<2% differences). CaWs showed greater inter-patient variability than normal bifurcations, but overlap remained (e.g., TAWSS 3.39 (2.72-8.96) vs 4.18 (3.09-4.56) Pa, p = 0.858). Symptomatic CaWs showed lower TAWSS and higher OSI and RRT than asymptomatic CaWs (TAWSS 3.39 vs 6.63 Pa), although did not reach statistical significance (p > 0.25). Conclusion. Symptomatic CaWs show lower shear stress and stronger oscillations than asymptomatic CaWs. However, wall-based hemodynamic metrics alone may not distinguish CaWs from normal carotid geometries.

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VIsual STAndardized Quantification of LGE (VISTAQ), a contour-less method for late gadolinium enhancement quantification

Aquaro, G. D.; Licordari, R.; De Gori, C.; Todiere, G.; Ianni, U.; Barison, A.; De Luca, A.; Folgheraiter, a.; Grigoratos, C.; alberti, m.; lombardo, m.; De Caterina, R.; Sinagra, G.; Emdin, M.; Di Bella, G.; fulceri, l.

2026-04-15 cardiovascular medicine 10.64898/2026.04.09.26350552 medRxiv
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Background: Late gadolinium enhancement (LGE) quantification by cardiovascular magnetic resonance is central to risk stratification in hypertrophic cardiomyopathy (HCM), yet conventional techniques require contour tracing and region-of-interest (ROI) placement, which may reduce reproducibility and increase analysis time. We developed a novel visual standardized approach, the Visual Standardized Quantification of LGE (VISTAQ), that does not require myocardial contouring, arbitrary ROI positioning, or dedicated post-processing software. Methods: In this multicenter, multivendor retrospective study, LGE images from 400 patients (100 prior myocardial infarction, 250 HCM, 50 other non-ischemic heart diseases) were analyzed. VISTAQ subdivides each myocardial segment into transmural mini-segments and classifies LGE visually using predefined criteria, expressing global LGE burden as the percentage of positive mini-segments. Reproducibility was assessed in 250 patients across different observer expertise levels using intraclass correlation coefficients (ICC) and Bland?Altman analysis. In 100 HCM patients, VISTAQ was compared with conventional methods (mean+2SD, +5SD, +6SD, FWHM, visual thresholding). Prognostic performance was evaluated in 250 HCM patients over a median 5-year follow-up. Results: VISTAQ demonstrated excellent intra- and inter-observer reproducibility (ICC up to 0.98 and 0.97, respectively), consistent across disease subtypes. Compared with conventional techniques, VISTAQ showed similar ICC to FWHM but significantly lower net and absolute inter-observer differences (median absolute difference 1.3%). Mean+2SD markedly overestimated LGE, whereas mean+6SD slightly underestimated LGE compared with VISTAQ, mean+5SD, FWHM, and visual thresholding. Analysis time was substantially shorter with VISTAQ (median 105 vs. 375 seconds, p<0.0001). During follow-up, 21 hard cardiac events occurred in HCM population. An LGE threshold >10% predicted events with higher accuracy using VISTAQ (AUC 0.90; sensitivity 85%; specificity 94%) compared with mean+6SD (AUC 0.75; sensitivity 57%; specificity 93%). Conclusions: VISTAQ provides highly reproducible, time-efficient LGE quantification without dedicated software and demonstrates non-inferior prognostic discrimination in HCM compared with conventional threshold-based techniques.

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Fourier Analysis of Bilateral Breast Asymmetry for Short-term Breast Cancer Risk Prediction

Heine, J.; Fowler, E.; Egan, K.; Weinfurtner, R. J.; Balagurunathan, Y.; Schabath, M. B.

2026-03-30 radiology and imaging 10.64898/2026.03.27.26349508 medRxiv
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A substantial body of evidence demonstrates that measures from mammograms are predictive of breast cancer risk. In this matched case-control study, mammograms acquired near the time of diagnosis were analyzed to investigate bilateral breast asymmetry as measure of short-term risk prediction. Specifically, contralateral breast images were compared with measures derived in the Fourier domain (FD); this technique summarizes power in concentric radial bands that cover the Fourier plane. Equivalently, this approach can be described as a multiscale characterization of the image. The summarized power difference between respective contralateral bands produces an asymmetry measure. Full field digital mammography (FFDM) and synthetic two-dimensional images from digital breast tomosynthesis (DBT) were investigated for women that had both types of mammograms acquired at the same time. Odds ratios (ORs) and the area under the receiver operating curves (Azs) were generated from conditional logistic regression modeling with 95% confidence intervals. Raw unprocessed FFDM images produced significant findings: OR = 1.90 (1.58, 2.29) and Az = 1.72 (0.67, 0.76) per one standard deviation unit. Associations were significant but attenuated for both clinical FFDM and DBT images: OR = 1.31 (1.11, 1.54) and Az = 0.63 (0.58, 0.67); and OR = 1.48 (1.25, 1.76) and Az = 0.65 (0.60, 0.70), respectively. Results suggest that clinical FFDM and DBT images are inferior to raw FFDM images in capturing breast asymmetry with information loss for breast cancer risk prediction. Moreover, these DBT images have lower spatial resolution but produced stronger associations than the clinical FFDM images.

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CTA versus TOF-MRA for circle of Willis segmentation: Implications for hemodynamic modelling

Vikström, A.; Zarrinkoob, L.; Johannesdottir, M.; Wahlin, A.; Hellström, J.; Appelblad, M.; Holmlund, P.

2026-04-11 cardiovascular medicine 10.64898/2026.04.10.26350583 medRxiv
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Modelling of hemodynamics in the circle of Willis (CoW) depends on vascular segmentation, which may vary based on imaging modality. Computed tomography angiography (CTA) is commonly used in clinic but involves radiation and injection of contrast agents, whereas magnetic resonance angiography (MRA) offers a non-invasive alternative. This study aims to compare CoW morphology and modelled cerebral perfusion pressure of CTA and MRA segmentations, validating if MRA can replace CTA in modelling workflows. CTA and time-of-flight MRA (TOF-MRA) of the CoW was performed in 19 patients undergoing elective aortic arch surgery (67{+/-}7 years, 8 women). The CoW was semi-automatically segmented based on signal intensity thresholding. A TOF-MRA threshold was optimized against the CTA segmentation, using the CTA as reference standard. Computational fluid dynamics (CFD) modelling with boundary conditions based on subject-specific flow rates from 4D flow MRI simulated cerebral perfusion pressure in the segmented geometries. A baseline simulation and a unilateral brain inflow simulation, i.e., occlusion of a carotid, were carried out. Linear mixed models indicated there was no effect of choice of modality on either average arterial lumen area (CTA - TOF-MRA: -0.2{+/-}1.3 mm2; p=0.762) or baseline pressure drops (0.2{+/-}1.9 mmHg; p=0.257). In the unilateral inflow simulation, we found no difference in pressure laterality (-6.6{+/-}18.4 mmHg; p=0.185) or collateral flow rate (10{+/-}46 ml/min; p=0.421). TOF-MRA geometries can with signal intensity thresholding be matched to produce similar morphology and modelled cerebral perfusion pressure to CTA geometries. The modelled pressure drops over the collateral arteries were sensitive to the segmentation regardless of modality.

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Noninvasive thigh temperature mapping after cold water immersion and subsequent exercise using magnetic resonance spectrometry.

Giraud, D.; Hays, A.; Nussbaumer, M.; Kopp, E.; Corbin, N.; Le Fur, Y.; Gardarein, J.-L.; Ozenne, V.

2026-04-02 physiology 10.64898/2026.03.31.714134 medRxiv
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Heat-related illnesses pose a significant public health challenge in Europe, resulting in increased mortality. Although cold water immersion (CWI) is the most effective treatment for heat stroke, its clinical use is limited. A better understanding of temperature changes in the peripheral body regions can lead to more effective CWI application. Nevertheless, most muscle temperature measurement techniques are invasive. This study evaluated magnetic resonance spectroscopy (MRS) for non-invasive assessment of intramuscular temperature during cold stress and rewarming. Nine healthy volunteers (7 men, 2 women) participated in three 3T MRI sessions: baseline (PRE), immediately after 15 minutes of CWI at 10 degrees to the iliac crest (POST-CWI), and following 100-Watt cycling (POST-cycling). Each scan session included T1w and localized spectroscopy acquisitions in the right thigh. Absolute temperature was estimated from the proton resonance frequency shift between water and creatine peaks. The measurements were split into three groups of voxels, defined as follows: close to the top (TL), bottom (BL), or central (DL) thigh positions. Measurement depth showed a location main effect (p<0.001, p^2=0.40), with DL (35.4[5.9] mm) significantly deeper than TL (22.5[4.2] mm) and BL (25.3[5.1] mm), remaining constant across phases. Temperature decreased significantly from PRE to POST-CWI across all locations (TL: p<0.001, d=2.74; BL: p<0.001, d=1.84; DL: p<0.005, d=1.14). Post-cycling temperature increased at all sites compared to POST-CWI (DL: p=0.040, d=1.06; TL: p<0.001, d=1.7; BL: p<0.001, d=1.80), though TL remained lower than PRE (p<0.017, d=1.48). During POST-CWI, DL showed a significantly higher temperature than TL (p<0.001, d=2.13) and BL (p<0.001, d=2.06). These findings demonstrate that MRS-based temperature mapping provides unique anatomical and thermal characterization of muscle during thermoregulatory stress. While results are promising for understanding CWI mechanisms, validation in larger cohorts is necessary to establish clinical reliability and reproducibility for heat illness management.

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SNAP MRI Reveals Association Between Distal Cerebral Arterial Flow and Cognitive Function in an Aging Population

Ma, X.; Koppelmans, V.; Akcicek, H.; Akcicek, E. Y.; Shen, J.; Chen, L.; Balu, N.; Yuan, C.; King, J. B.

2026-03-24 neuroscience 10.64898/2026.03.21.713392 medRxiv
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ObjectiveImpaired blood flow has recently been recognized as a critical contributor to cognitive impairment and dementia. It was reported that cerebral distal arterial flow measured from Simultaneous Non-contrast Angiography and Intraplaque Hemorrhage (SNAP) MRI is associated with post-treatment cognitive function improvement in carotid atherosclerosis patients. In this study, we aim to evaluate the value of SNAP-based measurements in assessing cerebrovascular function in an aging population. Materials and MethodsNeurovascular MRI data were collected on 36 aging participants (22 cognitively unimpaired and 14 impaired; 9 mild cognitive impairment (MCI) and 5 Alzheimers Disease (AD)). Neurovascular MRI measurements, including white matter hyperintensities (WMH) volumes, cerebral blood flow (CBF), and SNAP-based distal cerebral arterial flow (dCAF) index, were quantified. Cognitive function was assessed using the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS). ResultsSignificant differences in the dCAF index were observed between cognitively unimpaired and impaired groups, and the dCAF index was significantly correlated with the RBANS total score. While CBF was significantly associated with dCAF index, there is no significant correlation of CBF or WMH with the RBANS score in this population. ConclusionOur findings suggest that the dCAF measured with SNAP MRI is valuable for evaluating the cognition-related cerebrovascular condition in an aging population.

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Usages and perceptions of artificial intelligence among French radiologists

Jean, A.; Benillouche, P.; Jacques, T.

2026-03-26 radiology and imaging 10.64898/2026.03.23.26348621 medRxiv
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This study analyzes the adoption, barriers, and expectations of French radiologists regarding the use of Artificial Intelligence (AI) solutions in their daily practice. Despite a recognition of AI's potential to make radiology more precise, predictive, and personalized, its adoption remains limited. The main obstacles identified are the high cost of those solutions and the insufficient equipment of French imaging centers with AI technologies. Nevertheless, the survey reveals a strong willingness to adopt, with over 70% of radiologists expressing their desire to use AI and 0% declaring a refusal to use it. Furthermore, the radiologists' fears of being replaced by AI are very low (0 to 8.8%).

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Performance of Cardiac MRI for the Diagnosis of Cardiac Amyloidosis in Patients with Advanced Renal Disease

Gunta, S. P.; Mohananey, D.; Garster, N.; Bennett, C.; Kalidindi, S.; Geiger, J.; Ocran, S.; Narra, R.; Bergmann, L. L.; Lewandowski, D.

2026-04-07 cardiovascular medicine 10.64898/2026.04.06.26350276 medRxiv
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Background Cardiac MRI (CMR) is often utilized for patients with suspected cardiac amyloidosis (CA). However, data are lacking for use in patients with advanced renal dysfunction (ARD) (GFR<30 mL/min/1.73 m2, dialysis dependent, or renal transplant). This study evaluates the utility of CMR for diagnosis of CA in this population. Methods Patients with ARD who underwent CMR in a 3T field for suspicion of CA between 2010 and 2024 at our institution were included. A diagnosis of CA was made if any of the following were present a)?PYP scintigraphy grade ? 2, b) positive endomyocardial biopsy, or c) positive extracardiac biopsy with clinical features of CA. Two CMR-trained physicians independently assessed T1 relaxation time, ECV, Ti scout, LGE, and overall likelihood of CA. Results Out of the 65 patients included 14 (22%) had a diagnosis of CA. Although T1 time [1352 (1276-1428) ms] and ECV (40.3% +/- 9.1%) were elevated across the cohort, they were significantly higher in patients with CA (p<0.001 for both). Both ECV and T1 time reliably predicted CA (AUC of 0.87 and 0.88 respectively). ECV of ?45% had 75% sensitivity and 80% specificity for CA. A T1 time ? 1390 ms had 75% sensitivity and 85% specificity for CA. LGE was prevalent and was seen in 86% and 84% patients with and without CA respectively. Of the 31 patients deemed to be unlikely CA by a CMR reader, 6% had CA. However, of the 34 patients read as possible/likely CA, only 35% had confirmed CA. Conclusions In this understudied population of ARD, CMR parametric mapping exhibits high negative predictive value (NPV) for CA and improved positive predictive value (PPV) when higher cutoffs are used for T1 time and ECV. CMR reader overall impression exhibits high NPV but low PPV for CA.

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Automated echocardiographic measurements for longitudinal monitoring of ATTR cardiomyopathy: agreement and repeatability analysis

Walser, A.; Clerc, O. F.; Mork, C.; Flammer, A. J.; Myhre, P. L.; Schwotzer, R.; Graeni, C.; Ruschitzka, F.; Tanner, F. C.; Benz, D. C.

2026-04-07 cardiovascular medicine 10.64898/2026.04.07.26349280 medRxiv
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Background: Detection of disease progression is key to personalize treatment strategies in transthyretin cardiomyopathy (ATTR-CM), particularly with emerging therapies. Echocardiography can detect subtle longitudinal changes but is limited by operator dependence. This study evaluates agreement and reproducibility of fully automated, AI-assisted echocardiographic measurements under real-world conditions. Methods: This retrospective study included 62 patients with ATTR-CM undergoing 178 serial annual echocardiograms assessed by a reference cardiologist, a second cardiologist, a novice reader, and a fully automated AI algorithm (Us2.ai). Interrater agreement was assessed using Bland-Altman analysis and intraclass correlation coefficients (ICCs). Intrarater variability for human readers was derived from repeated blinded measurements, with limits of agreement (LoA = mean difference +/- 1.96 x SD) defining the smallest detectable change. AI repeatability was assessed using within-study pairwise differences. Results: AI showed moderate agreement with the reference cardiologist for IVSd and LVEDV (ICC 0.65 and 0.51), with biases of -1.9 mm and -39 mL, respectively. Interrater agreement between cardiologists was good (ICC 0.79 and 0.84) with minimal bias (-0.2 mm and +3 mL). Intrarater variability was moderate to excellent for both cardiologists (LoA 3.0 mm and 43 mL for the reference cardiologist; 2.7 mm and 31 mL for the second cardiologist). AI demonstrated comparable repeatability (LoA 3.6 mm and 37 mL), while the novice showed higher variability (5.1 mm and 61 mL). Conclusion: AI-based measurements demonstrated repeatability comparable to experienced cardiologists. Despite moderate agreement and systematic differences in volumetric assessments, their reproducibility supports automated analysis for longitudinal echocardiographic monitoring.

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Imaging solute transportation along the posterior lymphatic pathway in the ocular glymphatic system in healthy human participants

Wen, X.; Sun, Y.; Zhou, X.; Li, Y.; Paez, A.; Varghese, J.; Pillai, J. J.; Knutsson, L.; Van Zijl, P. C. M.; Leigh, R.; Kamson, D. O.; Graley, C. R.; Saidha, S.; Bakker, A.; Ward, B. K.; Kashani, A. H.; Hua, J.

2026-04-08 radiology and imaging 10.64898/2026.04.03.26349283 medRxiv
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Background: Recently, a posterior pathway for fluid drainage from the retina to the meningeal lymphatics in the optic nerve (ON) sheath was identified in rodents using intravitreal imaging tracers directly injected into the ocular-globe. Fluid and solute clearance along this pathway may be associated with many diseases. However, intravitreal tracers are rarely used in clinical imaging. As intravenous Gadolinium-based-contrast-agent (GBCA) can enter the globe via the blood-ocular-barriers, it may provide an alternative approach to image this pathway. Purpose: To establish a clinically feasible intravenous GBCA-based MRI approach for tracking fluid and solute transport along the posterior lymphatic pathway in the ocular glymphatic system. Materials & Methods: This prospective study was conducted from March 2021 to September 2022 in healthy participants. Dynamic-susceptibility-contrast-in-the-CSF (cDSC) MRI was performed before, immediately and 4 hours after intravenous-GBCA administration to track GBCA distribution in aqueous humor (AH) and cerebrospinal fluid (CSF) in regions-of-interest (ROIs) in the globe (anterior-cavity, vitreous-body), in the intraorbital and extraorbital ON, and in the intracranial CSF space proximal to the ON (chiasmatic-cistern, interpeduncular-cistern). Kruskal-Wallis tests with post-hoc Dunn's tests were used for group comparisons. Results: Sixteen healthy participants (mean age +/- SD: 51 +/- 21 years, 5 men) were recruited. Intravenous-GBCA enhancement was observed in all ROIs immediately after injection. At 4-hour-post-GBCA, the vitreous body showed a trend of smaller enhancement area (55 +/- 11% versus 49 +/- 11%, P=.14) and lower GBCA-concentration (0.044 +/- 0.014 versus 0.028 +/- 0.010 mmol/L, P=.07) compared to immediate-post-GBCA. The intraorbital ON showed more widespread enhancement (39 +/- 5% versus 59 +/- 6%, P=.01) and significantly higher GBCA-concentration (0.023 +/- 0.009 versus 0.059 +/- 0.015 mmol/L, P<.001) at 4-hour-post-GBCA. Conclusion: Dynamic fluid and solute transportation along the posterior lymphatic pathway in the ocular glymphatic system in healthy participants was measured by tracking intravenous-GBCAs entering the globe via the blood-ocular-barriers using cDSC-MRI.

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Assessment of patient radiation dose in conventional lumbar spine radiography: A multicenter study in the Souss Massa region, Morocco

SOUDI, A.; MENHOUR, Y.

2026-03-26 radiology and imaging 10.64898/2026.03.24.26349174 medRxiv
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BackgroundPatient radiation exposure in diagnostic radiology is an important concern for radiation protection and patient safety. Monitoring radiation dose levels during radiographic examinations is essential to ensure compliance with diagnostic reference levels (DRLs) and to optimize radiological practices. ObjectiveThe aim of this study was to evaluate patient radiation dose during conventional lumbar spine radiography and compare the obtained values with diagnostic reference levels. MethodsA descriptive cross-sectional multicenter study was conducted in four hospitals in the Sous Massa region, Morocco, between April and June 2017. Data were collected from 142 patients undergoing lumbar spine radiography examinations and from 20 radiology technicians. Exposure parameters including tube voltage, tube current, exposure time, focus-to-film distance, and field size were recorded. Entrance surface dose (ESD) was estimated using MICADO software, and dose area product (DAP) values were subsequently calculated. The 75th percentile values were determined and compared with diagnostic reference levels. ResultsThe regional 75th percentile ESD values were 5.33 mGy for the anteroposterior projection and 7.38 mGy for the lateral projection. Corresponding DAP values were 1840.9 mGy.cm2 and 2783.65 mGy.cm2, respectively. All obtained values were below the diagnostic reference levels used for comparison. However, variations between hospitals were observed, likely due to differences in imaging protocols and equipment. ConclusionRadiation doses associated with lumbar spine radiography in the evaluated hospitals were within acceptable limits according to diagnostic reference levels. Continuous monitoring of patient radiation exposure and optimization of radiographic techniques remain essential to ensure effective radiation protection.

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Global Research Architecture and Evolution of Neuroendoscopy for Intracranial Hemorrhage: A Bibliometric Analysis

Duan, Z.; Huang, M.; Peng, Z.; Tu, T.

2026-03-30 neurology 10.64898/2026.03.27.26349582 medRxiv
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Objective: Neuroendoscopy has emerged as a crucial minimally invasive strategy for the treatment of intracranial hemorrhage (ICH). This bibliometric analysis aims to systematically delineate the global research architecture and evolution of neuroendoscopic ICH research over the past two decades. Methods: Relevant publications were retrieved from the Web of Science Core Collection using a reproducible search strategy. Bibliometric tools were applied to analyze contributions from countries, institutions, authors, publications, keywords and journals, enabling the construction of a comprehensive knowledge map and evolutionary framework of this field. Results: A total of 403 articles were identified, involving 2128 authors from 555 institutions across 43 countries. The publication trajectory exhibited fluctuating growth, reflecting the dynamic interplay between clinical demand and technological maturation. China contributed the highest publications and citation impact, followed by the US, jointly anchoring the global influence of the field. The research keywords have evolved from ?intracerebral hemorrhage? and ?initial conservative treatment? to ?augmented reality.? Thematic evolution analysis revealed a clear progression from early emphasis on operative feasibility, safety, and perioperative outcomes toward more rigorous evidence appraisal and the refinement of context-specific clinical indications, accompanied by continuous technological innovation. Conclusion: These findings collectively position neuroendoscopy as a cornerstone of modern ICH management, reshaping clinical strategies toward precision, minimal invasiveness, and multimodal intervention. Future progress will depend on strengthened international collaboration to generate high-quality evidence that supports patient stratification. The integration of emerging technologies, including advanced endoscopic robotics, is expected to further accelerate the translational and clinical landscape of neuroendoscopic ICH therapy.

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CorSeg-CineSAX: An Open-Source Deep Learning Framework for Fully Automatic Segmentation of Short-Axis Cine Cardiac MRI Across Multiple Cardiac Diseases

Xu, R.; Jiang, S.; Zhai, Y.; Chen, Y.

2026-04-03 cardiovascular medicine 10.64898/2026.04.01.26349955 medRxiv
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Background: Segmentation of the left ventricular myocardium, left ventricular cavity, and right ventricular cavity on short-axis cine cardiac magnetic resonance (CMR) images is essential for quantifying cardiac structure and function. However, existing automated segmentation tools are limited by small training datasets, narrow disease coverage, restrictive input format requirements, and the absence of anatomical plausibility constraints, hindering their clinical adoption. Methods: We constructed the largest annotated CMR short-axis segmentation dataset to date, comprising 1,555 subjects from 12 centers with five cardiac disease types and full cardiac cycle annotations totaling 319,175 labeled images. A MedNeXt-L model was trained using a 2D slice-by-slice strategy with full field-of-view input, eliminating dependencies on 3D volumes, temporal sequences, or region-of-interest(ROI) localization. A deterministic three-step post-processing pipeline was designed to enforce anatomical priors: connected component constraint, containment relationship constraint, and gap-filling constraint. The model was validated on an internal test set (310 subjects) and three independent public external datasets (ACDC, M&Ms1, M and Ms2; 855 subjects from 6 additional centers across 3 countries), spanning 15 cardiac disease categories-10 of which were never encountered during training. Results: The model achieved mean Dice similarity coefficients (DSC) of 0.913 {+/-} 0.037 and 0.911 {+/-} 0.040 on internal and external test sets, respectively, with a cross-domain performance gap of only 0.002. Post-processing eliminated all containment violations (7.5% [-&gt;] 0%) and gap errors (1.8% [-&gt;] 0%) while reducing fragment rates by 85.5% (9.0% [-&gt;] 1.3%). Zero-shot generalization to 10 unseen disease categories yielded DSC values ranging from 0.899 to 0.921. Automated clinical functional parameters demonstrated excellent agreement with manual measurements for left ventricular indices and right ventricular volumes (intraclass correlation coefficients [&ge;] 0.977). Conclusions: CorSeg-CineSAX provides a robust, open-source framework for fully automatic CMR short-axis segmentation across diverse clinical scenarios. All source code and pre-trained weights are publicly available at https://github.com/RunhaoXu2003/CorSeg.

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Physiological consequences of acute heat exposure in mid-gestation on placental, foetal and maternal blood flow using a mouse model.

Francis, S.; Murdoch, C. E.

2026-04-07 physiology 10.64898/2026.04.06.713526 medRxiv
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Pregnant women are particularly susceptible to adverse outcomes from environmental heat, yet the physiological effects of acute heat exposure during pregnancy remain poorly understood. Some physiological changes are monitored in humans; however, investigation of underlying molecular mechanisms requires invasive methods that can only be ethically applied in mammalian models. Moreover, research with animal models has largely focused on early and lethal teratogenic effects of heat exposure and lacks longitudinal physiological monitoring, detailed parameterisation of heating regimes and in-depth investigation of underlying mechanisms. Here we used a mouse model to investigate the impact of a controlled acute heat exposure at mid-gestation (E12{middle dot}5), slowly elevating core body temperature (CBT) over 210mins to raise CBT by [~]1{degrees}C. Using high-frequency ultrasound and morphological analyses, we observed delayed alterations in placental and foetal cerebral blood flow indicative of a brain-sparing response, alongside reduced placental labyrinth zone size. Additionally, maternal cardiac function was impaired, accompanied by cardiac and renal fibrosis and elevated circulating soluble Flt-1 levels, an anti-angiogenic biomarker of gestational hypertension. These findings demonstrate that brief heat stress at mid-gestation can induce lasting effects on placental function and maternal cardiovascular health in a mammalian model, highlighting potential risks for pregnancy outcomes under increasing global temperatures. Together this data suggests that an acute exposure to heat elevating core body temperature by 1{middle dot}2{degrees}C can induce a long-term impact on both placenta and maternal health in a mouse model. It will be important to understand the molecular changes which underpin the pathophysiology and whether this is translated to humans.

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Feasibility of Volumetric Analysis using Bedside Ultra-Low-Field Portable Magnetic Resonance Imaging in Patients receiving Extracorporeal Membrane Oxygenation

Stockbridge, M. D.; Faria, A. V.; Neal, V.; Diaz-Carr, I.; Soule, Z.; Ahmad, Y. B.; Khanduja, S.; Whitman, G.; Hillis, A. E.; Cho, S.-M.

2026-04-13 neurology 10.64898/2026.04.09.26350481 medRxiv
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The SAFE MRI ECMO (NCT05469139) study established the safety of ultra-low-field 64mT MRI in patients receiving extracorporeal membrane oxygenation (ECMO) in the setting of intensive care and demonstrated that these images were highly sensitive in detecting acquired brain injuries. This retrospective analysis of prospectively collected observational data sought to expand on these findings in light of the crucial need for neurological monitoring while patients receive ECMO by evaluating the feasibility of volumetric analyses derived from ultra-low-field MR images. T2-weighted scans from thirty patients who received ultra-low-field MRI while undergoing ECMO at Johns Hopkins Hospital were analyzed using a volumetric pipeline to determine whole brain volume and volumes of total grey matter, total white matter, subcortical grey matter, ventricles, left hemisphere, right hemisphere, telencephalon, left and right lateral ventricles, the total intracranial volume, and the cerebellum. Segmented brain volumes in patients undergoing ECMO were comparable to measurements obtained using conventional field and ultra-low-field MRI in the absence of ECMO instrumentation. The subgroup analysis demonstrated subtle volumetric differences between patients supported with venoarterial ECMO and those receiving venovenous ECMO. These data provide the first evidence that ultra-low-field MRI provides volumetric measurements comparable to conventional field-strength MRI, even in the presence of ECMO circuitry, supporting its feasibility for neuroimaging in critically ill patients.

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Effects of a single-session high-frequency repetitive magnetic stimulation on the autophagy marker LC3 and on LPS-induced inflammation in THP-1-derived macrophages

Deramaudt, T. B.; Chehaitly, A.; BONAY, M.

2026-04-09 cell biology 10.64898/2026.04.07.716903 medRxiv
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High-frequency repetitive magnetic stimulation (rMS) has emerged as a non-invasive technique capable of modulating cellular signaling pathways, including those involved in inflammation and oxidative stress. Our previous work demonstrated that high-frequency rMS modulated p62/SQSTM1 expression. Given the intricate link between p62 and autophagy, we hypothesized that high-frequency rMS might influence autophagic processes in macrophages. This study investigated the effects of a single high-frequency rMS treatment on autophagy and inflammation in THP-1-derived macrophages. The results showed that 10 Hz rMS decreased autophagy, evidenced by a reduction in LC3-II expression, quantified by Western blot, and a decrease in autophagic flux, assessed by flow cytometry following bafilomycin A1 treatment. Immunofluorescence assays were used to evaluate the number of LC3-positive and LysoTracker-positive puncta. Furthermore, rMS treatment attenuated lipopolysaccharide-induced inflammation and M1 polarization in THP-1-derived macrophages, as demonstrated by the downregulation of genes encoding pro-inflammatory cytokines (IL-1{beta}, IL-6, TNF-) and M1 polarization markers (IL-23 and CCR7). These findings suggest that high-frequency rMS exerts a regulatory effect on autophagy and inflammation in macrophages, providing a novel approach for the treatment of inflammatory and autophagy-related diseases.

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Radiation doses and Indications for Computed Tomography Scans among Pediatric Patients at a Tertiary Hospital in the Eastern Cape, South Africa

Mlamla, T.; Adeniyi, O. V.; NAMUGENYI, A. F.; Garcia-Alonso, J. C.

2026-03-24 radiology and imaging 10.64898/2026.03.21.26348958 medRxiv
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Medical imaging using CT is vital for diagnosing children, but it uses radiation that may increase long-term health risks due to their young age and sensitive bodies. In South Africa (SA), there are currently no national standards for how much radiation should be used for these scans. We conducted this study at a large hospital to audit our current practices and ensure we are keeping our youngest patients as safe as possible while still getting clear diagnostic images. We looked at 543 CT scans performed on children over a 3 year period. We specifically looked at the radiation doses used for the most common scans, such as brain scans, across different age groups. Our results showed that the radiation levels at our hospital are in line with both international safety standards and locally. We also noticed that scans performed afterhours use slightly higher radiation doses than those during the day. These results are encouraging because they show that our hospital is providing safe care that matches global benchmarks. However, the slightly higher doses during after-hours shifts suggest we should focus on more consistent training and standardized settings for all staff, regardless of when the scan is performed.

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H-Type Hypertension and Aneurysm Instability: An Observational and Genetic Study

Huang, J.-W.; Yuan, H.; Liu, R.-Y.; Deng, X.-Y.; Li, C.-H.; Li, Y.-X.; Cai, B.-H.; Dai, L.-L.; Chen, W.-X.; Huang, C.; Huang, M.-S.; wen, z.-h.; Ge, R.-Z.; Li, C.; Lin, J.-C.; Zhang, X.-R.; Liang, S.-Y.; Liu, C.; Tu, Y.; Bi, Y.-M.; Jin, F.; Su, S.; Zhang, X.; Li, X.; Wen, Z.; Duan, C. Z.; Feng, X.

2026-03-27 neurology 10.64898/2026.03.25.26349344 medRxiv
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Background: Unruptured intracranial aneurysms (UIAs) pose a significant risk of subarachnoid hemorrhage. Both hypertension and hyperhomocysteinemia are recognized as independent risk factors for vascular disease; however, their combined impact (H-type hypertension) on aneurysm instability and rupture remains unclear. Methods: We analyzed a prospective cohort of 358 adults with UIAs (475 aneurysms) using high-resolution vessel-wall MRI (HRVWI) for cross-sectional and longitudinal assessment. H-type hypertension was defined as hypertension with plasma homocysteine ?10 ?mol/L. Multivariable logistic regression assessed associations with AWE and aneurysm growth (longitudinal sub-cohort: n = 82, 89 aneurysms). Mendelian randomization (MR) analyses evaluated the causal role of homocysteine in hypertension and aSAH. Proteomic profiling identified potential molecular mechanisms. Results: AWE occurred in 33.7% of aneurysms, which were larger, irregular, and had higher PHASES scores. Elevated homocysteine (10.3 vs 9.5 ?mol/L, p = 0.004) and H-type hypertension (43.8% vs 28.3%, p < 0.001) were associated with AWE. After adjustment, H-type hypertension independently predicted AWE (OR = 3.18) and aneurysm growth (OR = 3.63). MR analyses showed homocysteine increased aSAH (OR = 1.39) and hypertension risk (OR = 1.10), while hypertension increased aSAH risk (OR = 1.58). Mediation analysis did not support hypertension as a mediator (p = 0.20). Proteomic analyses identified key pathways related to inflammation?immune dysregulation, extracellular matrix remodeling, and signaling activation as potential mediators. Conclusions: H-type hypertension amplifies aneurysmal-wall instability and growth. Combined control of blood pressure and homocysteine merits prospective evaluation for UIA prevention.

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Mortality and Morbidity in Anterior Versus Posterior Circulation aSAH: A Systematic Review and Meta-Analysis.

Tripurari, S. S.; Nayak, R.; A, R.; Nair, S.; Nair, R.; Huchche, A. M.; M, S. S.; Kunikatta, V.

2026-04-02 neurology 10.64898/2026.03.31.26349908 medRxiv
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Background: Aneurysmal subarachnoid hemorrhage (aSAH) is a severe form of stroke associated with higher morbidity and mortality. Posterior circulation aneurysms are considered to have worse prognosis than anterior circulation aneurysms due to anatomical location, hemorrhage severity, and treatment complexity. We aimed to determine whether aneurysm location independently influences clinical outcomes following aSAH Methods: PubMed, Scopus, Embase, and Web of Science were searched from January 2000 to December 2025 for studies reporting outcomes in anterior or posterior circulation aSAH. The outcome analysis included mortality, functional recovery (modified Rankin Scale [mRS] 0-2 and 3-6 at 6 months and 1 year), hydrocephalus, delayed cerebral ischemia (DCI), and symptomatic cerebral vasospasm. Pooled proportions and subgroup comparisons were performed using random-effects meta-analysis (DerSimonian-Laird method). Publication bias was evaluated using contour-enhanced funnel plots and Egger's test. Results: Nineteen analytic entries from 18 studies (anterior: n = 1,625; posterior: n = 986; total N = 2,611) were included. Pooled mortality was 13% (95% CI: 10%-17%; I2 = 84.6%), with no significant difference between the anterior (14%; 95% CI: 10%-20%) and posterior (11%; 95% CI: 7%-18%) circulation subgroups (p = 0.437). Good functional outcome was 60% at 6 months (95% CI: 51%-67%) and 55% at 1 year (95% CI: 46%-64%), with no location-based differences. Hydrocephalus (35% vs 35%; p = 0.979) and DCI (17% vs 17%; p = 0.939) were comparable between subgroups. Symptomatic cerebral vasospasm was the only outcome differing significantly by location, occurring more frequently in anterior circulation aSAH (24% vs 11%; {chi}2 = 5.59; p = 0.018). Conclusion: Aneurysm location does not independently determine mortality, functional recovery, hydrocephalus, or DCI following aSAH. Symptomatic cerebral vasospasm was the only location-specific outcome. Admission neurological grade (World Federation of Neurosurgical Societies [WFNS]), rather than vascular territory, appears to be the primary determinant of mortality. Aneurysm location alone should not guide prognostic decisions or limit aggressive treatment.