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16 pages, 7029 KB  
Case Report
Mapping Sanfilippo Syndrome: A Multisystem Clinicopathological Autopsy
by Mioara-Florentina Trandafirescu, Elena-Roxana Avădănei, Nina Filip, Catalina Iulia Saveanu, Iolanda Foia, Vasilica Toma, Livia Genoveva Baroi, Dana-Teodora Anton-Paduraru, Stefana Maria Moisa and Ludmila Lozneanu
Diagnostics 2026, 16(10), 1527; https://doi.org/10.3390/diagnostics16101527 - 18 May 2026
Abstract
Background/Objectives: Mucopolysaccharidosis type III (MPS III, Sanfilippo syndrome) is an autosomal recessive lysosomal storage disorder caused by deficiencies in enzymes required for heparan sulfate degradation. While primarily recognized for its devastating neurodegenerative course, the systemic extent of glycosaminoglycan (GAG) accumulation remains under-characterized. This [...] Read more.
Background/Objectives: Mucopolysaccharidosis type III (MPS III, Sanfilippo syndrome) is an autosomal recessive lysosomal storage disorder caused by deficiencies in enzymes required for heparan sulfate degradation. While primarily recognized for its devastating neurodegenerative course, the systemic extent of glycosaminoglycan (GAG) accumulation remains under-characterized. This study aims to provide a detailed multisystemic pathological mapping of MPS III to challenge the traditional “brain-only” disease paradigm and highlight the clinical relevance of extracerebral involvement. Methods: We present a comprehensive clinicopathological analysis of a 15-year-old female patient with a history of profound neuropsychomotor delay, refractory epilepsy, and spastic tetraplegia. Following her death due to terminal bronchopneumonia during palliative care, a complete forensic and pathological autopsy was conducted. Tissue samples from all major organ systems were processed using routine Hematoxylin–Eosin (HE) staining, immunohistochemical staining for CD68, and specialized histochemical stains to identify intracellular storage products. Results: Macroscopic evaluation revealed significant diffuse cerebral atrophy, meningoencephalic edema, cardiac valvulopathy with compensatory myocardial remodeling, and hepatosplenomegaly. Furthermore, erosive gastrointestinal lesions and degenerative renal changes were identified. Histopathological examination confirmed widespread cytoplasmic vacuolization across diverse cell populations, including neurons, hepatocytes, renal tubular cells, and the reticuloendothelial system. These findings demonstrate that GAG deposition is a generalized process affecting nearly every parenchymal structure. Conclusions: Although neurological decline dominates the clinical phenotype, our findings underscore that MPS III is a true systemic storage disorder. Significant involvement of the cardiovascular and visceral systems contributes to the disease’s complexity and mortality. This case reinforces the critical diagnostic value of a comprehensive autopsy in delineating the full morphological spectrum of Sanfilippo syndrome, providing essential insights for multidisciplinary management. Full article
(This article belongs to the Section Pathology and Molecular Diagnostics)
26 pages, 6889 KB  
Article
GPU-Accelerated High-Resolution Dam-Break Flood Simulation Using 0.5 m Airborne LiDAR for Sustainable Disaster Risk Reduction in Ageing Reservoirs: Application to Geumosan Reservoir, South Korea
by Seung-Jun Lee, Jisung Kim and Hong-Sik Yun
Sustainability 2026, 18(10), 5078; https://doi.org/10.3390/su18105078 (registering DOI) - 18 May 2026
Abstract
Ensuring the sustainability of ageing water-storage infrastructure is an increasingly urgent challenge under climate-driven hydrological extremes. In the Republic of Korea, approximately 18,000 small and medium-sized agricultural reservoirs—many several decades old—pose escalating risks to downstream communities and threaten progress toward SDGs 6, 11, [...] Read more.
Ensuring the sustainability of ageing water-storage infrastructure is an increasingly urgent challenge under climate-driven hydrological extremes. In the Republic of Korea, approximately 18,000 small and medium-sized agricultural reservoirs—many several decades old—pose escalating risks to downstream communities and threaten progress toward SDGs 6, 11, and 13. This study presents a 0.5 m airborne LiDAR-based, GPU-accelerated two-dimensional shallow-water simulation of a hypothetical breach of the Geumosan Reservoir, South Korea, using a MUSCL + HLL solver verified against the Ritter (1892) and Stoker (1957) analytical dam-break solutions. Two scenarios are compared: Run A with a uniform Manning coefficient (n = 0.035) and Run B with spatially variable roughness derived from the Korean Ministry of Environment land-cover map (mean n = 0.0711). Mass conservation is preserved to within 0.01% during the closed-domain phase. Spatially variable roughness expands the total inundated area by 8.5% (3.05 → 3.31 km2) while reducing the Extreme-hazard zone, defined by the DEFRA hazard rating HR = h(v + 0.5), by 24% (1.49 → 1.14 km2); arrival times in the downstream urban corridor are delayed by up to 30 min. Uniform Manning assumptions therefore systematically overestimate extreme-hazard extents while underestimating the broader shallow-inundation footprint—biases comparable in magnitude to breach-parameter uncertainty. By delivering reproducible, georeferenced hazard, arrival-time, and damage-class maps for emergency action planning, the proposed framework supports risk-informed and sustainable management of ageing reservoir infrastructure and community-level disaster resilience aligned with the Sendai Framework and SDGs 6, 11, and 13. Full article
28 pages, 12007 KB  
Article
Spatial Patterns of Energy-Related Carbon Emissions from Residential Land: A Hybrid Physics–Machine-Learning Study of Shenzhen
by Lingyun Yao, Yonglin Zhang, Xue Qiao, Ke Wang, Bo Huang, Zheng Niu and Li Wang
Land 2026, 15(5), 772; https://doi.org/10.3390/land15050772 - 30 Apr 2026
Viewed by 303
Abstract
Accurate estimation of residential building energy consumption and associated CO2 emissions is essential for refined urban carbon management. This study develops a hybrid framework that integrates physics-based simulation and machine learning to estimate residential building energy use and energy-related CO2 emissions [...] Read more.
Accurate estimation of residential building energy consumption and associated CO2 emissions is essential for refined urban carbon management. This study develops a hybrid framework that integrates physics-based simulation and machine learning to estimate residential building energy use and energy-related CO2 emissions in Shenzhen in 2020. Representative building archetypes were first simulated and then used to train machine-learning models for large-scale applications. Building-level energy estimates were further combined with a bottom-up inventory to generate high-spatiotemporal-resolution maps of residential CO2 emissions. The results show that: (1) the selected model achieved good accuracy and temporal robustness, with strong agreement between estimated and reference energy use at daily, monthly, and annual scales; (2) residential energy use was primarily driven by meteorological conditions, especially daily mean temperature and the duration of high-temperature conditions, and exhibited clear weekly and seasonal patterns, with higher values on weekends and in summer; (3) residential CO2 emissions in Shenzhen reflected the combined effects of scale and intensity, with Longgang and Bao’an contributing the largest total emissions, Self-built residential buildings contributing the largest aggregate emissions, and Old residential buildings showing the highest average emissions per building; (4) emissions were highly concentrated in a small number of high-emission buildings, which were more frequently distributed along road-adjacent block perimeters. Overall, the proposed framework improves the fine-scale characterization of residential building CO2 emissions and provides a useful basis for hotspot identification and targeted mitigation. Full article
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24 pages, 4674 KB  
Article
Influence of Land-Cover Heterogeneity on the Runoff Reduction and Stormwater Retention Performance of Low Impact Development Interventions
by Ziyao Ling, Lilliana L. H. Peng and Bing Qiu
Sustainability 2026, 18(9), 4381; https://doi.org/10.3390/su18094381 - 29 Apr 2026
Viewed by 836
Abstract
Urban pluvial flooding is becoming more severe in rapidly urbanizing cities under increasingly frequent extreme rainfall. Although Low Impact Development (LID) is widely used to improve infiltration and on-site stormwater retention, its hydrological performance may differ greatly across urban functional zones with distinct [...] Read more.
Urban pluvial flooding is becoming more severe in rapidly urbanizing cities under increasingly frequent extreme rainfall. Although Low Impact Development (LID) is widely used to improve infiltration and on-site stormwater retention, its hydrological performance may differ greatly across urban functional zones with distinct land-cover patterns, development intensity, and retrofit constraints. To address the lack of comparative evidence under consistent conditions, this study mapped land cover in five representative functional zones in Nanjing—old residential, new residential, commercial, industrial, and cultural/educational areas—and applied a unified CITYgreen (SCS-CN) framework under a 72 mm, 24 h, two-year design storm to simulate four standalone LID measures: ground-level greening, permeable pavement, green roofs, and grassed swales. Results showed big zone-dependent differences in hydrological benefits. Runoff reduction was greatest in highly impervious industrial and commercial areas, whereas the new residential zone showed only a marginal improvement due to its relatively favorable baseline retention conditions. Across all zones, measures that enhanced infiltration and near-surface storage performed best, with ground-level greening and permeable pavement achieving the highest retention efficiency. These findings highlight the importance of zoning-based, context-sensitive LID prioritization for urban renewal, sponge-city retrofitting, and stormwater planning in rapidly urbanizing cities. Full article
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12 pages, 4053 KB  
Case Report
Juvenile Nasopharyngeal Angiofibroma in an Adult Patient: A Rare Presentation with Fahr Syndrome and Multiple Comorbidities—A Case Report and Literature Review
by Sigita Zālīte, Karīna Čudare, Kalvis Vērzemnieks, Sergejs Pavlovičs, Kārlis Kupčs, Ingus Vilks, Tatjana Tone, Inese Briede and Arturs Balodis
Diagnostics 2026, 16(9), 1327; https://doi.org/10.3390/diagnostics16091327 - 28 Apr 2026
Viewed by 333
Abstract
Background and Clinical Significance: Juvenile nasopharyngeal angiofibroma (JNA) is a benign but locally aggressive vascular tumor, classically affecting adolescent males. Diagnosis in adulthood is exceptionally uncommon and may mimic other vascular or malignant nasopharyngeal lesions. This patient also had chronic hypocalcemia with Fahr-like [...] Read more.
Background and Clinical Significance: Juvenile nasopharyngeal angiofibroma (JNA) is a benign but locally aggressive vascular tumor, classically affecting adolescent males. Diagnosis in adulthood is exceptionally uncommon and may mimic other vascular or malignant nasopharyngeal lesions. This patient also had chronic hypocalcemia with Fahr-like intracranial calcifications secondary to long-standing postoperative hypoparathyroidism after thyroid carcinoma treatment. To our knowledge, this coexistence has not been previously reported. Case Presentation: A 34-year-old Caucasian male with papillary thyroid carcinoma treated with total thyroidectomy developed postoperative hypoparathyroidism with chronic hypocalcemia and Fahr-like intracranial calcifications. During admission for acute respiratory insufficiency due to tracheostomy dysfunction, imaging revealed a 37 × 33 × 32 mm heterogeneous, hypervascular nasopharyngeal mass extending into the right pterygopalatine fossa (PPF) with bone remodeling and focal bony dehiscence. Digital subtraction angiography demonstrated a markedly hypervascular tumor, predominantly supplied by branches of the right internal maxillary artery (via the sphenopalatine artery). Endoscopic resection was performed, and histopathology confirmed JNA. Most JNA cases occur between 7 and 19 years of age; presentations in men older than 30 years are rare and often generate diagnostic uncertainty, particularly when differentiating from nasopharyngeal carcinoma or other lesions. In adults, magnetic resonance imaging/computed tomography for assessment of local extent and angiography for vascular mapping are key to minimizing hemorrhagic risk. The concurrent endocrine disorder emphasizes the need for multidisciplinary perioperative metabolic optimization, without implying a pathophysiological link. Conclusions: This report illustrates JNA diagnosed in adulthood in a male with Fahr-like intracranial calcifications secondary to chronic hypoparathyroidism. It highlights the necessity of considering JNA in the differential diagnosis of hypervascular nasopharyngeal masses in adults, especially in patients with complex comorbidities. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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22 pages, 1974 KB  
Article
Vasculature of the Anterior Abdominal Wall and Surface Anatomy of the Liver and Stomach: Considerations for Minimal Access Surgeries in Neonates
by Daniël J. van Tonder, Natalie Keough, Martin L. van Niekerk and Albert van Schoor
Anatomia 2026, 5(2), 12; https://doi.org/10.3390/anatomia5020012 - 21 Apr 2026
Viewed by 517
Abstract
Background: Minimal access surgeries are growing more common in neonatal care, but the risk of accidental injury to abdominal wall blood vessels remains a concern. This risk is increased by limited precise anatomical data specific to neonates. Therefore, this study aimed to [...] Read more.
Background: Minimal access surgeries are growing more common in neonatal care, but the risk of accidental injury to abdominal wall blood vessels remains a concern. This risk is increased by limited precise anatomical data specific to neonates. Therefore, this study aimed to quantitatively map the superficial and deep blood vessels of the neonatal anterior abdominal wall concerning important surgical landmarks to develop evidence-based recommendations for safer laparoscopic port placement. Methods: Thirty formalin-fixed low-birth-weight neonatal body donations (≤4 weeks old) were dissected. An anatomical grid based on palpable landmarks—including the umbilicus, xiphoid process, and anterior superior iliac spines—was utilised to measure distances to the nearest vessels via digital image analysis. In situ topography of the liver, stomach, and umbilical vessels was also documented. Results: A midline corridor of reduced vascular density was identified; minimum circumferential distances to deep vessels above the umbilicus averaged 6.84–6.88 mm. Conversely, lateral regions were highly vascular, particularly at or below the transumbilical plane, with distances to deep vessels as short as 1.08 ± 0.83 mm. The liver and stomach extended significantly below the costal margin (averaging 20.61 ± 8.29 mm and 34.18 ± 14.44 mm, respectively). Conclusions: The results establish an anatomical foundation for using the reduced vascular midline for port placement and highlight the importance of inserting secondary lateral ports under direct visualisation. Full article
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23 pages, 98920 KB  
Article
vinum-Analytics
by Nuno Ferreira, Filipe Pinto, António Valente, Diana Augusto, Manuela Reis and Salviano Soares
Mach. Learn. Knowl. Extr. 2026, 8(4), 106; https://doi.org/10.3390/make8040106 - 18 Apr 2026
Viewed by 317
Abstract
Old-vine vineyards often contain dozens of grapevine varieties intermingled and irregularly distributed, making plant-level varietal identification slow and expensive when based on ampelography or molecular approaches. This paper proposes a field-oriented computer-vision pipeline for Vitis vinifera variety identification using images with a natural [...] Read more.
Old-vine vineyards often contain dozens of grapevine varieties intermingled and irregularly distributed, making plant-level varietal identification slow and expensive when based on ampelography or molecular approaches. This paper proposes a field-oriented computer-vision pipeline for Vitis vinifera variety identification using images with a natural background from the historic “Vinha Maria Teresa” parcel (Quinta do Crasto, Portugal). A single-class YOLO11 detector is trained to localize the vine leaf and generate standardized crops, and a YOLO11 classifier is then fine-tuned on leaf regions of interest (ROIs) for eight selected varieties in the Douro UNESCO region. We annotated 2015 vineyard images for classification and supplemented detection training with 2648 additional leaf images; detectors (YOLO11n/s/m) were benchmarked under four augmentation regimes and evaluated on a fixed 48-image subset, including runtime on CPU and GPU. The best detector reached mAP@50–95 of 0.918 on the benchmark, while YOLO11n achieved ∼27 FPS on CPU for fast cropping. On a 303-image test set, the best classifier (YOLO11s with mixed augmentations) achieved 94.06% Top-1 accuracy, 93.92% macro-F1, and 100% Top-5 accuracy with remaining errors concentrated among morphologically similar varieties. To assess deployment-oriented performance, classifiers trained under three input settings (manual crops, detector-generated crops, and full images) were evaluated on a held-out 48-image benchmark subset; removing the detection step reduced Top-1 accuracy from 75.00% to 68.75%, while the gap between manual and automatic crops was only 2.44 pp on successfully detected images with detection failures (14.6%) representing the primary operational bottleneck. Repeated retraining of the best manual-crop YOLO11s configuration across multiple random seeds showed stable performance with low variability in Top-1 accuracy and macro-F1. Under identical training conditions, ResNet50 and EfficientNet-B0 provided competitive baselines, but YOLO11s remained the strongest overall model on the held-out field benchmark. These results indicate that lightweight leaf detection plus crop-based classification can support scalable varietal identification in old vineyards under realistic acquisition conditions. Full article
(This article belongs to the Section Learning)
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16 pages, 15962 KB  
Article
SKUF Protocol: Slice, Keep, Unwrap, Fuse—A Pilot Multimodal Approach to Cardiac Innervation Mapping
by Igor Makarov, Olga Solovyova, Anna Starshinova, Dmitry Kudlay and Lubov Mitrofanova
Diagnostics 2026, 16(8), 1178; https://doi.org/10.3390/diagnostics16081178 - 16 Apr 2026
Viewed by 445
Abstract
Background/Objective: Cardiac innervation plays a critical role in regulating myocardial function and enabling the heart to adapt to physiological and pathological conditions. Although the general features of sympathetic and parasympathetic innervation of the myocardium are well described, the spatial organisation of [...] Read more.
Background/Objective: Cardiac innervation plays a critical role in regulating myocardial function and enabling the heart to adapt to physiological and pathological conditions. Although the general features of sympathetic and parasympathetic innervation of the myocardium are well described, the spatial organisation of nerve fibres within the cardiac muscle remains incompletely characterised. This study aimed to develop and validate the SKUF (Slice–Keep–Unwrap–Fuse) protocol, a multimodal framework for mapping myocardial innervation through the integration of histological data and magnetic resonance imaging (MRI). Methods: The study was performed on the heart of a 7-year-old patient who died from rupture of a cerebral vascular malformation without evidence of cardiovascular disease. Prior to histological processing, post-mortem MRI was performed to provide a precise anatomical reference. The heart was sectioned into sequential transverse rings of 4 mm thickness, yielding 71 paraffin blocks. Histological sections (3 μm) were immunostained with antibodies against UCHL-1 to visualise nerve fibres and scanned using an Aperio AT2 system (20× magnification). Automated image analysis was conducted using the SVSSlide Processor module, which included tissue segmentation, colour-based nerve fibre detection, and sliding-window density mapping. Heatmaps were assembled into ring-based myocardial reconstructions and co-registered with MRI slices using combined rigid and deformable registration, followed by three-dimensional reconstruction of innervation patterns. Results: A higher density of nerve fibres was observed in the right ventricular myocardium compared with the left ventricle, whereas larger nerve trunks were identified in the epicardium of the left ventricle. Quantitative analysis revealed a pronounced longitudinal gradient of innervation, with minimal density in the apical region and progressive increases towards the mid-ventricular segments, where maximal density and spatial organisation of neural structures were observed. The atrioventricular groove exhibited the greatest heterogeneity of innervation due to the presence of large nerve trunks and ganglionated plexuses. Integration of histological maps with MRI enabled three-dimensional visualisation of spatial clusters of nerve fibres. Conclusions: The SKUF protocol provides a robust framework for integrating histological and MRI data to generate three-dimensional maps of myocardial innervation. This approach may facilitate the development of high-resolution anatomical atlases of cardiac innervation and support future studies of neurocardiac mechanisms of arrhythmogenesis and targeted neuromodulation. Full article
(This article belongs to the Special Issue Advances in Cardiovascular Diseases: Diagnosis and Management)
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36 pages, 36653 KB  
Article
Soundscape-Informed Urban Planning and Architecture in Historic Centers: A Multi-Layer Method for Soundscape Characterization Applied to Bilbao Old Town
by Zigor Iturbe-Martin, Alexander Martín-Garín and Amaia Casado-Rezola
Appl. Sci. 2026, 16(8), 3630; https://doi.org/10.3390/app16083630 - 8 Apr 2026
Viewed by 517
Abstract
Urban soundscape management is a central challenge to the livability and sustainability of cities and requires approaches that complement level indicators with frameworks capable of integrating context, use and experience. In this framework, the present work applies a multilayer methodology to the Old [...] Read more.
Urban soundscape management is a central challenge to the livability and sustainability of cities and requires approaches that complement level indicators with frameworks capable of integrating context, use and experience. In this framework, the present work applies a multilayer methodology to the Old Town of Bilbao, understood as a useful case study to explore the applicability of soundscape reading in historic centers with intense coexistence of commercial, hospitality and catering uses, pedestrian, logistical and cultural uses. The methodology is organized into two phases. The first focuses on the recording and documentation of control points and routes through sound fieldwork, perceptual descriptions and homogeneous systematization of information. From this corpus, a qualified sound map and a first visual characterization of the sound identity are elaborated. The second phase presented in this article, consists of the interpretative synthesis of the corpus through five analytical dimensions and the preparation of fragments and sound sequences conceived for future application through reactivated listening. The results are presented at three levels: (1) a traceable documentary corpus of records, files and synthetic representations; (2) a comparative reading by dimensions that identifies spatial contrasts between interior, exterior and perimeter, as well as relationships between urban form, uses, persistence, masking and salience; and (3) a set of operational audio materials prepared for subsequent comparison with inhabitants and users. In a transversal way, type–token reading distinguishes between the diversity of sounds and dominance by repetition. The article does not yet carry out participatory validation of these materials; its contribution consists of proposing and applying a traceable analytical protocol as a basis for future phases of social contrast and applied discussion. Full article
(This article belongs to the Special Issue Soundscapes in Architecture and Urban Planning)
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32 pages, 10924 KB  
Article
Smart Sustainable Urban Heritage: Regenerating Baghdad’s Historic Centre
by Mazin Al-Saffar
Architecture 2026, 6(2), 56; https://doi.org/10.3390/architecture6020056 - 8 Apr 2026
Viewed by 664
Abstract
The form of a city evolves as the complexity of its systems increases. This study discusses how urban growth challenges have contributed to the deterioration of built environments and cultural heritage assets. It investigates how smart sustainable city (SSC) strategies have become significant [...] Read more.
The form of a city evolves as the complexity of its systems increases. This study discusses how urban growth challenges have contributed to the deterioration of built environments and cultural heritage assets. It investigates how smart sustainable city (SSC) strategies have become significant policy instruments in regenerating Baghdad’s future built heritage and advancing the conservation of the city’s architectural heritage, infrastructure systems, and quality of life. The study aims to investigate how SSC methods can serve as the main element for managing complex urban data and advancing heritage, socio-economic, and environmental sustainability. The research employs mixed methods such as mapping, serial vision, and walking tools to survey Baghdad’s heritage centre (Old Rusafa) natural and built environment and cultural heritage condition. Together, these methods provide a comprehensive understanding of the heritage area’s physical and socio-cultural dimensions. It is argued that achieving smart urban heritage requires the adoption of sustainable strategies that promote the conservation of architectural heritage. Accordingly, the research outcomes enhance understanding of the smart sustainable city concept (SSC) impact on Baghdad city’s cultural heritage regeneration and allow for the creation of an Index Wheel, which provides city stakeholders with a range of strategies and indicators to conserve Baghdad’s built heritage sustainably. Full article
(This article belongs to the Special Issue Advancing Resilience in Architecture, Urban Design and Planning)
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12 pages, 1607 KB  
Article
Spatiotemporal Mapping of Biomechanical Stress Predicts Region-Specific Retinal Injury in a Murine Model of Blunt Ocular Trauma
by Jianing Wang, Ji An Lee, Yingnan Zhai, Kourosh Shahraki, Pengfei Dong, Donny W. Suh and Linxia Gu
Bioengineering 2026, 13(4), 431; https://doi.org/10.3390/bioengineering13040431 - 7 Apr 2026
Viewed by 595
Abstract
Retinal detachments following blunt ocular trauma are challenging to predict due to the complex and transient biomechanical responses of the globe. This study combines an in vitro weight-drop experiment and finite element analysis (FEA) to evaluate the mechanical pathways leading to traumatic retinal [...] Read more.
Retinal detachments following blunt ocular trauma are challenging to predict due to the complex and transient biomechanical responses of the globe. This study combines an in vitro weight-drop experiment and finite element analysis (FEA) to evaluate the mechanical pathways leading to traumatic retinal detachment and to predict the spatial likelihood of injury. In the in vitro model, a cylindrical weight was impacted onto freshly enucleated mouse eyes (16 weeks old) supported on a rigid metal plate. Following impact, the eyes were sectioned and stained using hematoxylin and eosin (H&E) for histological assessment. A finite element model of a mouse eye, including the cornea, sclera, lens, zonule, vitreous body, aqueous humor, and retina, was reconstructed from the histological section and used to simulate the whole sequence of compression and rebound following the blunt impact. The simulation demonstrated that the lens retained a high momentum. It generated an alternating compressive (up to −6.57 × 10−3 MPa) and tensile (up to 1.62 × 10−3 MPa) radial stress at the posterior pole and sustained compressive stress at the peripheral region (up to −3.12 × 10−3 MPa) and tensile-compressive stress variation at the equatorial region of the retina. In addition, the regions experiencing tensile stress overlapped with the region exhibiting retinal detachment in the in vitro experiment. These findings highlight the spatiotemporal mapping of biomechanical stress to predict traumatic retinal detachment following blunt impact and provide an understanding of early biomechanical response following ocular trauma. Full article
(This article belongs to the Special Issue Multiscale Mechanics of Biomaterials)
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12 pages, 3988 KB  
Article
Global Research Trends in Emerging Zoonosis Due to (the Filarial Nematode) Dirofilaria repens (1955–2025): A Bibliometric Analysis of a Climate-Driven Expansion
by Raúl Aguilar-Elena, Iván Rodríguez-Escolar, Manuel Collado-Cuadrado, Elena Infante González-Mohino, Alfonso Balmori-de la Puente, Alberto Gil-Abad and Rodrigo Morchón
Pathogens 2026, 15(4), 386; https://doi.org/10.3390/pathogens15040386 - 3 Apr 2026
Viewed by 510
Abstract
Dirofilaria repens is the leading cause of subcutaneous (dogs) and subcutaneous/ocular dirofilariosis (humans) in the Old World. Despite its rapid geographical spread, driven by climate change, the emergence of new invasive vectors (Aedes albopictus) and growing interest in its study due [...] Read more.
Dirofilaria repens is the leading cause of subcutaneous (dogs) and subcutaneous/ocular dirofilariosis (humans) in the Old World. Despite its rapid geographical spread, driven by climate change, the emergence of new invasive vectors (Aedes albopictus) and growing interest in its study due to the emergence of new cases in areas previously free of the parasite, amongst other factors, scientific research into this pathogen remains limited. This study provides the first longitudinal bibliometric analysis of global research on D. repens (1955–2025). Data from Web of Science and Scopus were processed using PRISMA and RAMIBS protocols, resulting in a normalized corpus of 624 documents analyzed via science mapping techniques. The field exhibits a sustained annual growth rate of 3.79%, transitioning into an exponential expansion phase in 2011. While Italy retains historical leadership, spatial analysis confirms a research displacement towards Central and Eastern Europe (Germany, Poland). Thematic evolution reveals a structural shift from isolated clinical case reports to a multidisciplinary ecosystem dominated by molecular epidemiology, vector competence, and surveillance. Dirofilaria repens has gone from being a minor and neglected issue to having a significant number of reports and studies subject to interest in addressing the disease that results from its infection in different hosts. However, the intellectual structure exposes an operational fragmentation between clinical medicine and medical entomology. Future research must overcome national silos and integrate reservoir management with vector control, transforming the current reactive approach into a predictive preventive system aligned with the One Health framework. Full article
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13 pages, 6850 KB  
Technical Note
Preoperative Near-Infrared (NIR) Vein Visualization in Zygomatic Implant Perforated (ZIP) Flap
by Yoram Fleissig, Jhonatan Elia, Nir Hirshoren, Amalia Sabato, Eleonora Ginzburg, Jawad Abu Tair, Jeffrey M. Weinberger and Shay Sharon
Craniomaxillofac. Trauma Reconstr. 2026, 19(2), 19; https://doi.org/10.3390/cmtr19020019 - 1 Apr 2026
Viewed by 809
Abstract
Zygomatic implant perforated (ZIP) flap reconstruction offers immediate surgical rehabilitation following maxillectomy, integrating oncologic zygomatic implants with a fascio-cutaneous free flap. A critical technical challenge is safely perforating the free flap skin paddle to accommodate implants’ abutments without damaging its vasculature. Near-infrared (NIR) [...] Read more.
Zygomatic implant perforated (ZIP) flap reconstruction offers immediate surgical rehabilitation following maxillectomy, integrating oncologic zygomatic implants with a fascio-cutaneous free flap. A critical technical challenge is safely perforating the free flap skin paddle to accommodate implants’ abutments without damaging its vasculature. Near-infrared (NIR) vein visualization technology provides real-time mapping of subcutaneous vessels and has been widely investigated in settings such as pediatric intravenous (IV) cannulation. By projecting vein pathways onto the skin, NIR visualization facilitates precise vascular identification, potentially reducing complications. We describe a case of ZIP flap reconstruction in a 25-year-old patient utilizing NIR vein visualization to preemptively locate flap vasculature and minimize the risk of vessel puncture. Our discussion places these findings within the context of the existing literature on NIR devices, underscoring their benefits of non-invasive operation, rapid imaging, and minimal need for advanced operator skills, and highlighting their utility in microvascular reconstructive surgery. Full article
(This article belongs to the Special Issue Innovation in Oral- and Cranio-Maxillofacial Reconstruction)
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23 pages, 3397 KB  
Article
YOLO11_Opt: An Ultra-Lightweight Improved YOLO11n Algorithm for Low-Cost Embedded Devices for Accurate Plant Disease Detection—A Case Study on Bell Pepper
by Youssef Mouzouna, Ayman Khafif, Mohammed El Mahfoud, Hanane Nasraoui, Najib El Ouanjli and Abdelhadi Ennajih
AgriEngineering 2026, 8(4), 128; https://doi.org/10.3390/agriengineering8040128 - 1 Apr 2026
Viewed by 797
Abstract
The early and accurate detection of plant diseases is essential for crop management and agricultural loss control, especially under resource limitations. We propose an optimized YOLO11n architecture, designated as YOLO11_Opt, targeting real-time inference on low-cost embedded systems. The model is computationally efficient through [...] Read more.
The early and accurate detection of plant diseases is essential for crop management and agricultural loss control, especially under resource limitations. We propose an optimized YOLO11n architecture, designated as YOLO11_Opt, targeting real-time inference on low-cost embedded systems. The model is computationally efficient through the selective narrowing of its width and depth, while performing competitively in two-class object recognition tasks. Pepper leaves were chosen as the materials for study. Three methods of quantization (FP32, FP16, and INT8) were investigated. After running the experiments, the results showed that YOLO11_Opt greatly reduces the computational complexity: the complexity decreased from 6.3 GFLOPS and 2.58 million parameters in the typical YOLO11n model to a very small 0.5 GFLOPS and 0.33 million parameters, while maintaining competitive detection capabilities. The improved FP32 model has a mAP (0.5:0.95) of 0.913 and a precision of 0.991, while the old version has 0.961 mAP and 0.996 precision. Lastly, implementations on embedded hardware prove that the method is feasible: the detection accuracy of the system in live classification is around 92% with Raspberry Pi 4 and 94% with NVIDIA Jetson Nano, with inference times of as little as 1.9 ms on NVIDIA Jetson Nano and 8.3 ms on Raspberry Pi 4. Thus, YOLO11_Opt demonstrates significant potential as a reliable, high-performance, low-cost solution to identifying plant diseases on devices in precision agriculture. Full article
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35 pages, 15168 KB  
Article
Spatial Organization and Residential Behaviour in Subdivided Traditional Dwellings: A Case Study of Subu Old Street
by Chunyang Li, Hongting Shen, Zao Li, Qiang Wang, Geng Cheng and Anran Zheng
Buildings 2026, 16(7), 1377; https://doi.org/10.3390/buildings16071377 - 31 Mar 2026
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Abstract
In many non-tourism historical districts in China, property division has subdivided traditional dwellings into multi-household units. While such subdivision reshapes spatial sequences and connections, its consequences for everyday space use and circulation are rarely documented with continuous in situ evidence, partly because residential [...] Read more.
In many non-tourism historical districts in China, property division has subdivided traditional dwellings into multi-household units. While such subdivision reshapes spatial sequences and connections, its consequences for everyday space use and circulation are rarely documented with continuous in situ evidence, partly because residential behaviour is temporally continuous and difficult to observe directly. This study examines two typical subdivision patterns in Subu Old Street: a longitudinal, single-axis serial dwelling (Case A) and a transversal, courtyard-centred dwelling (Case B). We formalize spatial units, connections, and operational nodes using a semantic ontology and map day-long Ultra-Wideband (UWB) trajectories to quantify occupancy and transition characteristics. Case A concentrates both staying and passing at the entrance-end kitchen, where activities overlap with through-movements and transition durations are short in most events but highly volatile with a long tail. Case B channels most transitions through the courtyard hub, keeping indoor rooms mainly for staying and producing longer but more stable transition durations. This study is positioned as a comparative exploratory case study of two representative subdivision patterns identified in Subu Old Street. Semantic ontology modelling, UWB-based behavioural tracking, and behavioural indicators are used together in a comparative analytical approach for examining how subdivision reorganises spatial structure and everyday residential behaviour. The results reveal pattern-specific differences in occupancy concentration, transition organisation, and movement duration. These findings are analytical observations derived from two representative cases. They provide a basis for spatial adjustment and micro-regeneration in still-inhabited subdivided traditional dwellings. Full article
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