BoostPolyGlot: A Structured IR Generation-Based Fuzz Testing Framework for GCC Compiler Frontend by Hui Liu, Hanbin Guo, Peng Liu, Tongding Hou

“…When existing fuzz testing methods are applied to compiler testing, although they can detect common errors like lexical and syntax errors, there are issues such as insufficient pertinence in constructing the input corpus, limited support for structured Intermediate Representation (IR) node manipulation, and limited perfection of the mutation strategy. …”
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Efficient Gearbox Fault Diagnosis Based on Improved Multi-Scale CNN with Lightweight Convolutional Attention by Bin Yuan, Yaoqi Li, Suifan Chen

“…Moreover, compared to other fault diagnosis methods, the model exhibits superior performance under complex working conditions.…”
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Improving out‐of‐hospital notification in traumatic cardiac arrests with novel usage of smartphone application by Geoffrey S. Kelly, Drew Clare

“…Methods This was a retrospective observational study. …”
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The TEDDY Framework: An Efficient Framework for Target Tracking Using Edge-Based Distributed Smart Cameras with Dynamic Camera Selection by Jaemin Yang, Jongwoo Lee, Ilju Lee, Yaesop Lee

“…However, existing tracking systems often suffer from high computational costs and energy inefficiencies, particularly in resource-constrained edge computing environments. Traditional methods typically rely on static or heuristic-based camera selection, leading to redundant computations and suboptimal resource allocation. …”
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Quantifying Lenition as a Diagnostic Marker for Parkinson’s Disease and Atypical Parkinsonism by Ratree Wayland, Rachel Meyer, Ruhi Reddy, Kevin Tang, Karen W. Hegland

“…<b>Methods:</b> Using Phonet, a machine learning model trained to detect phonological features, we analyzed the posterior probabilities of continuant and sonorant features from the speech of 142 participants (108 PD, 34 APD). …”
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Recycling-Oriented Characterization of Space Waste Through Clean Hyperspectral Imaging Technology in a Circular Economy Context by Giuseppe Bonifazi, Idiano D’Adamo, Roberta Palmieri, Silvia Serranti

“…Using cost-effective, non-invasive HSI technology could offer a significant improvement over traditional methods of waste classification, particularly in the challenging context of space operations. …”
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The Value of the Naples Prognostic Score and the Systemic Immune-Inflammation Index in Predicting Ischemia on Myocardial Perfusion Scintigraphy by Hakan Süygün, Damla Yalçınkaya Öner, Ugur Nadir Karakulak

“…The Naples Prognostic Score (NPS) and the Systemic Immune-Inflammation (SII) index are emerging biomarkers that may improve risk stratification prior to myocardial perfusion scintigraphy (MPS) <b>Methods:</b> We retrospectively analyzed 615 patients with SAP who underwent MPS to assess the predictive value of the NPS and SII index for myocardial ischemia. …”
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An Innovative Food Processing Technology: Microwave Electrodeless Ultraviolet, Luminescence Mechanism, Microbial Inactivation, and Food Application by Shuqi Chang, Zhaoyi Zhang, Qin Liu, Haixia Wu, Alideertu Dong

“…MWUV extends food shelf-life by eliminating microorganisms without significantly altering food quality compared with traditional thermal sterilization methods. Additionally, MWUV, combined with digestion reagents such as HNO₃ and H₂O₂, can effectively enhance the digestion of food samples to detect essential and toxic elements. …”
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Unified Model for Calculating Technical Facilities Productivity for Transportation and Transportation­Technological Operations by O. S. Vorotnikova, N. A. Maystrenko, A. G. Levshin

“…(Materials and methods) The values of operational performance were determined based on the analysis of norm-forming factors and statistical processing. …”
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Capabilities of breast sonotomography (automated breast volume sonography) in the evaluation of the glandular structure of the breast in the context of its cancer risk by V. E. Gazhonova, M. P. Efremova, E. M. Bachurina, E. M. Khlyustina, S. B. Potkin

“…Objective: to study the capabilities of a procedure for sonotomography (STG) versus that of X-ray mammography (MG) in patients from different age groups who have different radiological types of the breast structure and to estimate the diagnostic   possibilities of the STG and X-ray MG procedures in detecting cancer in patients its the X-ray dense background.Materail and methods. …”
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Drop out prediction in sport centres. Definition of models and reproducibility (Predicción de bajas de clients en centros deportivos. Definición de modelos y reproducibilidad) by Iván Clavel San Emeterio, Jorge García-Unanue, Eliseo Iglesias-Soler, Leonor Gallardo, José Luis Felipe

“…Purpose: One of the main problems detected in the sport centre field is abandonment of physical activity by members. …”
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Evaluating Wireless Power Transfer Technologies for Electric Vehicles: Efficiency and Practical Implementation of Inductive, Capacitive, and Hybrid Systems by Thamvarit Singhavilai, Jarurote Tippayachai, Kamon Jirasereeamornkul, Chainarin Ekkaravarodome, Taweesak Samanchuen

“…IPT utilizes resonant magnetic fields, CPT employs resonant electric fields, and HPT combines both methods to optimize the use of electromagnetic fields and electronic components. …”
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Vitamin and mineral status in highly skilled ice hockey players during the competition period by S. A. Kolesov, T. V. Blinova, R. S. Rakhmanov, L. A. Strakhova, I. A. Umnyagina, R. Sh. Khayrov

“…Objective: the evaluation of the micronutrient content in highly skilled hockey players during the competition period to reveal the influence of physical loads on the vitamin-mineral saturation of human organism. Materials and methods: contents of some micronutrients, cortisol and testosterone were analyzed in the blood samples of 33 sportsmen of continental league hockey team (average 26,4±0,8 years) during the competition period. …”
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Application of multi-source remote sensing technologies in identification and evolution mechanism analysis of creep landslides: a case study of Shibatai landslide in Wenchuan earth... by Defu Wang, Li Liu, Li Liu, Chao Luo, Xuehu Wen, Yongxin Li, Dongyu Ren, Wei Tang

“…However, their subtle deformation patterns and complex internal structures present challenges for accurate identification and monitoring using conventional methods. This study integrates remote sensing technologies, including InSAR, DIC, LiDAR, and UAV photogrammetry, to comprehensively analyze the Shibatai creep landslide in the Wenchuan earthquake-affected area. …”
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Early cardio-oncology intervention in thoracic radiotherapy: prospective single-arm pilot study by Samuel C. Zhang, Jordan O. Gasho, Celeste Eno, Katrina D. Silos, Felicity Pendergast, Wenjuan Zhang, Eric Vail, Mitchell Kamrava, Behrooz Hakimian, Amin Mirhadi, Raymond H. Mak, Andriana P. Nikolova, Katelyn M. Atkins

“…Abstract Background While there is increasing recognition of the morbidity of cardiovascular disease in cancer survivors, including accelerated atherosclerosis following thoracic radiotherapy, patients are frequently under-optimized for cardiovascular risk. Methods In this prospective single-arm cohort pilot study, patients were treated with high-dose thoracic radiotherapy and had early consultation with cardio-oncology. …”
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Applications of multispectral autofluorescence imaging of malignant tumors by G. V. Papayan, N. N. Petrishchev, S. V. Kim, Hyung Ho Kim, V. B. Berezin, Uk Kang

“…The obtained results are intended to help in the development of endoscopic methods of imaging and devices for diagnosis of early tumors.…”
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The frequent variant A57F in the GNE gene in patients from Russia has Finno-Ugric Mari origin by Dmitrii Subbotin, Sofya Ionova, Andrey Marakhonov, Elena Saifullina, Artem Borovikov, Leila Akhmadeeva, Polina Chausova, Oksana Ryzhkova, Rena Zinchenko, Sergey Kutsev, Aysylu Murtazina

“…A founder effect has been demonstrated for some patients from several large cohorts in different countries.MethodsIn this study, we investigated the allele frequency of the c.169_170delinsTT (p.…”
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FUNGAL ALLERGY: AEROBIOLOGICAL ASPECTS IN SAMARA by K. S. Mazokha, M. V. Manzhos, N. N. Zhukova, L. R. Khabibulina, N. V. Vlasova, L. M. Kavelenova, A. S. Zatsepin, A. A. Krasnova

“…Objective: to analyze dynamics of sporulation of mold fungi in order to predict the risks of exacerbation of allergic diseases in Samara.Materials and methods. We evaluated the concentration of fungal spores between April 1st and September 30th in 2016–2019 in the air. …”
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Discriminant canonical analysis as a tool to determine traces of endangered native hen breed introgression through egg hatchability phenomics by Antonio González Ariza, Francisco Javier Navas González, Ander Arando Arbulu, José Manuel León Jurado, Juan Vicente Delgado Bermejo, María Esperanza Camacho Vallejo

“…Methods For this, 1,368 eggs belonging a flock of 94 endangered Spanish autochthonous breed breeding hens (Andalusian Tufted, Blue Andalusian, Spanish White-Faced, and Utrerana) and a control outgroup comprising 32 eggs belonging to 4 Araucana hens were considered. …”
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Deep culturing the fecal microbiota of healthy laying hens by Zhixuan Feng, Natalia Lorenc, Bridget O’Brien, Guangwen Sun, Zhiwei Li, Dongyun Jung, Jennifer Ronholm

“…Most research into understanding the poultry microbiota has relied on culture-independent methods; however, the pure culture of bacteria is essential to elucidating the roles of individual bacteria in the microbiota and developing novel probiotic products for poultry production. …”
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