Parental Perception of Childhood Anaemia and Efficiency of Instrument Assisted Pallor Detection among Mothers in Southeast Nigeria: A Field Validation Study by Maduka Donatus Ughasoro, Anazoeze Jude Madu, Iheoma Clara Kela-Eke, Uzoamka Akubuilo

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Hybrid convolutional neural network and bi-LSTM model with EfficientNet-B0 for high-accuracy breast cancer detection and classification by Umesh Kumar Lilhore, Yogesh Kumar Sharma, Brajesh Kumar Shukla, Muniraju Naidu Vadlamudi, Sarita Simaiya, Roobaea Alroobaea, Majed Alsafyani, Abdullah M. Baqasah

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Fabrication of highly efficient quartz crystal microbalance ammonia sensor based on Cu-BTC nanocomposites by Kobra Vazirinezhad, Fatemeh Shariatmadar Tehrani, Sedigheh Zeinali, Maryam Tohidi

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An Efficient Algorithm for Finding a Threshold of Useful Signals in the Analysis of Magnetic and Eddy Current Defectograms by Egor V. Kuzmin, Oleg E. Gorbunov, Petr O. Plotnikov, Vadim A. Tyukin

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Comparative Efficiency of Artificial Intelligence in Detecting Periapical Lesions Using Periapical Radiographs, Orthopantomogram, and Cone-beam Computed Tomography: A Scoping Revie... by Rajinder Kumar Bansal, Ashtha Arya, Birmohan Singh, Mamta Singla

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A data-efficient deep transfer learning framework for methane super-emitter detection in oil and gas fields using the Sentinel-2 satellite by S. Zhao, S. Zhao, Y. Zhang, Y. Zhang, S. Zhao, S. Zhao, X. Wang, X. Wang, D. J. Varon

“…<p>Efficiently detecting large methane point sources (super-emitters) in oil and gas fields is crucial for informing stakeholder decisions about mitigation actions. …”
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Construction of 2D TiO₂@MoS₂ Heterojunction Nanosheets for Efficient Toluene Gas Detection by Dehui Wang, Jinwu Hu, Hui Xu, Ding Wang, Guisheng Li

“…Monitoring trace toluene exposure is critical for early-stage lung cancer screening via breath analysis, yet conventional chemiresistive sensors face fundamental limitations, including compromised selectivity in complex VOC matrices and humidity-induced signal drift, with prevailing p–n heterojunction architectures suffering from inherent charge recombination and environmental instability. …”
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Efficiency of Epidemiological Monitoring in Prevention of Helhcare-Associated Infections by T. P. Gelnina, E. B. Brusina

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Quantification of Plasmodium falciparum: validation of quantitative polymerase chain reaction assays for detection of parasites in controlled human malaria infection studies by Elizabeth Kibwana, Domtila Kimani, Nick J. Edwards, Kelvias Keter, Agnes Mutiso, Lydia Nyamako, Rose Gatheru, Adrian V. S. Hill, Philip Bejon, Philip Bejon, Katie J. Ewer, Melissa C. Kapulu, Melissa C. Kapulu

“…We determined the specificity, accuracy, precision, lower limit of detection, linearity, and robustness. We also evaluated the effect of using different volumes of whole blood for DNA extraction on the assay performance.ResultsThe validation revealed: (1) specificity of 100% (n=5 independent experiments); (2) linearity with R2 values ≥ 0.98, a slope of −3.8 to −3.1, and efficiency 89–100%; (3) lower limit of detection of 0.3 parasites/microliter and lower limit of quantification of 2.6 parasites/microliter; (4) precision with both inter-assay repeatability and intra-assay reproducibility with coefficients of variation (CV) values of &lt;10%; and (5) accuracy and good extraction efficiency of &gt;90%. …”
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EFFICIENCY OF ULTRASOUND STUDY IN THE DIAGNOSIS OF CHOLANGIOCELLULAR CARCINOMA by T. Yu. Danzanova, G. T. Sinyukova, P. I. Lepedatu, N. E. Kudashkin

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Impact of ultraviolet radiation on filtering facepiece respirators and SARS-CoV-2 detection by Khaled Al-Hadyan, Najla Al-Harbi, Sara Bin Judia, Maha Al-Ghamdi, Ibtihaj Alsharif, Layla Alharbi, Maha Al-Mozaini, Belal Moftah, Belal Moftah, Salem Al-Ghamdi, Ghazi Alsbeih, Ghazi Alsbeih

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Deterministic Light Detection and Ranging (LiDAR)-Based Obstacle Detection in Railways Using Data Fusion by Susana Dias, Pedro J. S. C. P. Sousa, João Nunes, Francisco Afonso, Nuno Viriato, Paulo J. Tavares, Pedro M. G. P. Moreira

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Efficiency of betaadrenoblockers in pregnant women with idiopathic ventricular tachycardia by E. A. Pripachkina, A. P. Filev, A. V. Govorin, N. V. Mukha, N. A. Sokolova, P. V. Vasilenko

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Nitrogen-doped carbon dots from Brahmi (Bacopa monnieri): Metal-free probe for efficient detection of metal pollutants and methylene blue dye degradation by Soman Kondetharayil, Kanagaraj Kuppusamy, Senthilkumar Nangan, Rajendran Saravanan, Faraj Turki Kh., Alrefaei Abdulwahed Fahad, Thirumalaivasan Natesan, Sundaram Thanigaivel, Roy Arpita, Verma Rajan, Thomas Sabu, Gopi Sreeraj, Lackner Maximilian

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Temporal fusion strategy for violence detection: utilising convolutional and LSTM neural networks for surveillance videos by Khaled Merit, Mohammed Beladgham, Abdelmalik Taleb-Ahmed

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A Flexible and Stretchable Triboelectric Nanogenerator with Agarose/P(HEA‐co‐AA)‐Al/NaCl Electrodes for Bio‐Mechanical Energy Harvesting and Fall Detection by Xiwei Liu, Hui Zhang

“…Abstract Recent advancements in wearable electronics for fall detection have shown significant potential, yet challenges remain in developing reliable, energy‐efficient systems capable of continuous monitoring in real‐world conditions. …”
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Efficiency of screening for tuberculous infection among children in Tatarstan Republic by R. Kh. Fatykhova, A. P. Aleks

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IoT intrusion detection method for unbalanced samples by ANTONG P, Wen CHEN, Lifa WU

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MEFA-Net: Multilevel Feature Extraction and Fusion Attention Network for Infrared Small-Target Detection by Jingcui Ma, Nian Pan, Dengyu Yin, Di Wang, Jin Zhou

“…Compared with the baseline, the intersection over union (IoU) and probability of detection <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msub><mrow><mi>P</mi></mrow><mrow><mi>d</mi></mrow></msub></mrow></semantics></math></inline-formula> of MEFA-Net on the IRSTD-1k dataset are increased by 2.25% and 3.05%, respectively, achieving better detection performance and a lower false alarm rate in complex scenarios.…”
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Automating hock wound detection in dairy cattle by W. Flanders, P.S. Basran, M. Wieland

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