A Neural Device Inspired by Neuronal Oscillatory Activity with Intrinsic Perception and Decision‐Making by Congtian Gu, Guoliang Ma, Mengze Zhang, Hu Shen, Liaoyuan Pu, Yanhe Song, Shilong Yan, Dakai Wang, Kaixian Ba, Bin Yu, Zhiwu Han, Luquan Ren

“…Abstract Bionic neural devices often feature complex structures with multiple interfaces, requiring extensive post‐processing. In this paper, a neural device with intrinsic perception and decision‐making (NDIPD), inspired by neuronal oscillatory activity is introduced. …”
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Fast and Accurate Video Analysis and Visualization of Classroom Activities Using Multiobjective Optimization of Extremely Low-Parameter Models by Venkatesh Jatla, Sravani Teeparthi, Ugesh Egala, Sylvia Celedon-Pattichis, Marios S. Pattichis

“…Our extremely low-parameter classifiers can process 90 minutes of video in just 26 seconds. Furthermore, our models are much easier to train, they are much faster, and outperform comparable methods.…”
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Multidimensional image morphing-fast image-based rendering of open 3D and VR environments by Simon Seibt, Bastian Kuth, Bartosz von Rymon Lipinski, Thomas Chang, Marc Erich Latoschik

“…The detection of parallax image regions during preprocessing reduces rendering artifacts by extrapolating image patches from adjacent cells in real-time. …”
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L-type (Loaf) Cervical Secretion Crystallization Directionality Biomarker Study by José María Murcia Lora, María Luisa Esparza Encina, Cristina Reig, Oscar Martínez Martínez, Jennifer Simoni, María Ángeles Martínez Calvo, Juan Luis Alcázar

“…Crystallization of the cervical secretion is a process of dehydration with the arrangement of sodium and potassium chloride crystals around a main axis composed of mucin. …”
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Fabrication of Patterned Magnetic Particles in Microchannels and Their Application in Micromixers by Tianhao Li, Chen Yang, Zihao Shao, Ya Chen, Jiahui Zheng, Jun Yang, Ning Hu

“…During the particle fabrication process, a degassed PDMS chip provides self-priming capabilities, drawing in a UV-curable adhesive-containing magnetic powder and distributing it into distinct microwell structures. …”
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DIAGNOSIS OF POST COVID-19 DISORDERS IN THE FUNCTION OF THE ENDOTHELIUM by Sviatoslav Ya. Kostiv, Ihor K. Venher, Boryslav P. Selskyi, Olga I. Kostiv, Andriy R. Vayda, Nazar I. Herasymiuk, Ihor I. Loyko

“…One of the characteristics of COVID-19, caused by the SARS-CoV-2 virus, is the broad, nonspecific nature of the pathological processes that develop in almost all organs and organ systems of the human body. …”
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A rapid and robust protocol for generating loss-of-function alleles in pluripotent stem cells by Erdene Baljinnyam, Laura Grisanti, Shalini Tattari, Chiara Pedicone, Bhavana Shewale, Nicole Dubois, Alison M. Goate, William G. Kerr, Samuele G. Marro

“…To address this, we present BOLT (barcoded oligos for loss-of-function targeting), a streamlined protocol that simplifies the screening process, facilitating rapid validation of loss-of-function mutations. …”
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Green On-Site Diclofenac Extraction from Wastewater Matrices Using a 3D-Printed Device Followed by PTV-GC-MS Determination by César Castro-García, Edwin Palacio, Rogelio Rodríguez-Maese, Luz O. Leal, Laura Ferrer

“…The proposed method allowed for the extraction and determination of diclofenac by PTV-GC-MS, achieving methodological detection and quantification limits of 0.019 and 0.055 μg L⁻¹, respectively, with a preconcentration factor of 46. …”
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Efficacy of probiotic administration in the complex treatment of chronic catarrhal gingivitis in children by O. I. Godovanets, D. G. Popesku, O. S. Godovanets, V. V. Bezruk, T. O. Bezruk

“…The oral cavity local immunity was assessed by means of lysozyme activity, the level of secretory immunoglobulin A, the degree of dysbiosis by urease activity detection in the oral fluid of children. Results. …”
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Highly customizable, ultrawide-temperature free-form flexible sensing electronic systems based on medium-entropy alloy paintings by Weiwei Li, Yingzhe Li, Manzhang Xu, Yilin Zhou, Ruoyan Miao, Kexin Wang, Yunqiang Cao, Yizhong Song, Siying Dang, Lu Zheng, Xuewen Wang, Wei Huang

“…Here, we report an ink-engineering strategy to directly print single-face MoWNb medium entropy alloy paints on arbitrary surfaces without complicated post-processing. These sensors exhibit exceptional strain sensitivity (gauge factor up to −752.7 at 300 °C), a low detection limit (0.57 με), and superior thermal stability from −150 to 1100 °C. …”
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Explainable AI for Chronic Kidney Disease Prediction in Medical IoT: Integrating GANs and Few-Shot Learning by Nermeen Gamal Rezk, Samah Alshathri, Amged Sayed, Ezz El-Din Hemdan

“…Machine learning techniques have demonstrated high efficiency in identifying CKD, but their opaque decision-making processes limit their adoption in clinical settings. …”
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Jordanian banknote data recognition: A CNN-based approach with attention mechanism by Ahmad Nasayreh, Ameera S. Jaradat, Hasan Gharaibeh, Waed Dawaghreh, Rabia Mehamad Al Mamlook, Yaqeen Alqudah, Qais Al-Na'amneh, Mohammad Sh. Daoud, Hazem Migdady, Laith Abualigah

“…Identifying counterfeit banknotes is crucial in financial transactions, as the process of identification cannot be handled by ATMs or vending machines. …”
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Meta-Ensemble Learning for Heart Disease Prediction: A Stacking-Based Approach With Explainable AI by Mehwish Naz, Aqsa Khalid, Abdul Hameed, Rabia Taj, Waleed Mumtaz, Faiz Abdullah Alotaibi, Mrim M. Alnfiai

“…These insights contribute to greater transparency and trust in the model’s decision-making process. Overall, the results demonstrate the robustness and practical applicability of the proposed framework for early detection and clinical management of heart disease.…”
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Current applications of indocyanine green fluorescence angiography in trauma patients and its potential impact: a systematic review by Falco Hietbrink, Karlijn van Wessem, Eline Anna Breuking, Emma J de Fraiture, David D Krijgh, Ivar GJM de Bruin, Jetske Ruiterkamp

“…All studies reported beneficial effects such as necrosis detection, determination of resection/debridement margins and reduction of debridement procedures. …”
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Near real‐time monitoring of wading birds using uncrewed aircraft systems and computer vision by Ethan P. White, Lindsey Garner, Ben G. Weinstein, Henry Senyondo, Andrew Ortega, Ashley Steinkraus, Glenda M. Yenni, Peter Frederick, S. K. Morgan Ernest

“…Accomplishing this over large scales requires a combination of airborne imagery, computer vision models to process imagery into information on individual organisms, and automated workflows to ensure that imagery is quickly processed into data following acquisition. …”
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Reliable estimation via hybrid gradient boosting machine for mud loss volume in drilling operations by Xiaozhi Lu, Farag M. A. Altalbawy, Tarak Vora, R. Manjunatha, Debasish Shit, Shirin Shomurotova, Akshay Kumar, Atreyi Pramanik, Ajay Sharma, Raed H. C. Alfilh, Samim Sherzod, Mohammad Mahtab Alam

“…Initial data analysis included statistical evaluation, outlier detection using leverage diagnostics, and data normalization to ensure validity and consistency. …”
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Roller-integrated compaction monitoring and assessment of high and low liquid limit silt subgrades using the Green spline interpolation algorithm by Yuchen Yan, Yanwen Zhu, Xian Yang, Lan Qiao, Chuping Wu, Zaizhan An, Qinglong Zhang, Ren Liu, Wang Guo

“…The prevalent approach regarding QC of compaction primarily depends on manual manipulation of compaction parameters during the construction process and sporadic testing after completion. However, the former method is significantly affected by human factors, whereas the latter entails destructive detection and low efficiency; the latter method also fails to provide a comprehensive representation of the state of compaction across the entire work area of highway projects. …”
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Failure mode identification and effects analysis of mobile X-ray machine using selected MADM techniques by Vikas Sisodia, Dharmalingam Ganesan, Sachin Salunkhe, Robert Čep, Emad Abouel Nasr

“…For example, RPN multiplies Severity (S), Occurrence (O), and Detection (D) equally, assuming all three are equally important, which may not reflect the actual risk impact. …”
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The Specific Activity Measurement of 133Ba Solution by 4πβ-γ Coincidence Counting Method and 4πγ Counting Method by Lingze MENG, Yehui TIAN, Baoji ZHU, Wen XIA

“…Based on MC simulation，the detection efficiency of 133Ba point source by 4πγ well-type NaI activity measurement device is 98.5%，and the measured value of specific activity of 133Ba solution was 606.1 kBq/g，with a relative expanded uncertainty (k=2) of 0.93%. …”
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Assessment of Using 18F-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography in Patients with Carcinoma of Unknown Primary by S. A. Yaremenko, N. A. Ruchyeva, V. E. Sinitsyn

“…Objectives: to assess the possibility of using 18F-fluorodeoxyglucose positron emission tomography/computed tomography (PET/CT) in patients with carcinoma of unknown primary (CUP); to determine the effectiveness of PET/CT for detecting a primary tumor lesion in patients with a histologically verified diagnosis of CUP and the contribution of PET/CT procedure to the process of disease staging in these patients.Material and methods. …”
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