A Novel LSTM Architecture for Automatic Modulation Recognition: Comparative Analysis With Conventional Machine Learning and RNN-Based Approaches by Sam Ansari, Soliman Mahmoud, Sohaib Majzoub, Eqab Almajali, Anwar Jarndal, Talal Bonny

“…The recognition of modulation types in received signals is essential for signal detection and demodulation, with broad applications in telecommunications, defense, and wireless communications. …”
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Green analytical chemistry and quality by design: A combined approach towards simultaneous determination of Letrozole with its co-administered Zoledronic Acid for cancer patients by Nourhan A. Abd El-Fatah, Heba T. Elbalkiny, Maha A. Hegazy, Manal Mohammed Fouad, Ghada M. El-Sayed

“…Box-Behnken Design was the developed model for optimizing an isocratic chromatographic separation on C18 Equisil® ODS (4.6 × 250 mm, 5.0 μm) column at ambient temperature, using the mobile phase of 0.1 % aqueous trifluroacetic acid (pH 2.8): acetonitrile (54.5:45.5, v/v), at 1.0 mL/min flow rate with PDA detection at 254.0 nm and 210.0 nm for LTZ and ZDA, respectively. …”
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Emerging biomarkers in amyotrophic lateral sclerosis: from pathogenesis to clinical applications by Farah Anjum, Farah Anjum, Maha Bakhuraysah, Maha Bakhuraysah, Abdulaziz Alsharif, Abdulaziz Alsharif, Taj Mohammad, Anas Shamsi, Md. Imtaiyaz Hassan

“…Clinical outcomes in ALS have only been defined through large-scale clinical trials with lengthy follow-up periods due to the disease’s inherent heterogeneity and the absence of disease-specific biomarkers. Current biomarker detection methods, such as invasive cerebrospinal fluid (CSF) analysis or advanced imaging, are impractical for routine use, particularly in late-stage ALS. …”
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Advancing Perimeter Security: Integrating DAS and CNN for Object Classification in Fiber Vicinity by Adrian Tomasov, Pavel Zaviska, Petr Dejdar, Ondrej Klicnik, Francesco da Ros, Tomas Horvath, Petr Munster

“…While MFCC achieved the highest accuracy (85.61%), RDFT provided the best balance between performance (85.47%) and real-time feasibility, making it the preferred method for deployment. The system successfully differentiates events such as vehicle movement, fence manipulation, and construction work, while anomaly detection capabilities further enhance security by identifying irregular activities with minimal error. …”
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Comprehensive Characterization and Comparison of Aroma Profiles of <i>Tricholoma matsutake</i> Soup During the Cooking Process by HS-GC-IMS and HS-SPME-GC-MS by Ni-Na Yan, Cheng-Jian Xu, Shuang-Li Xiong, Xiang Li, Si-Yu Gu, Zhong-Yan Zhu, Yang Liu, Nan Zhu, Yu Zhou, Hang Xiao

“…Many scholars have studied <i>Tricholoma matsutake</i> soup, but there are relatively few studies exploring the aroma changes during its cooking process using different detection methods. The aroma of <i>T. matsutake</i> soup was analyzed and compared using electronic nose (E-nose) analysis, headspace gas chromatography-ion mobility spectrometry (HS-GC-IMS), and headspace-solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC-MS). …”
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The expression and clinical value of GNA13 in invasive placenta accreta spectrum disorders by GAN Yanping, HUANG Liyun, TANG Na, MA Youliang, HUANG Zhiguang, LONG Yu

“…Enzyme-linked immunosorbent assay (ELISA) was used to detect the serum GNA13 levels, and immunohistochemistry assay (IHC) and western blotting were used to detect the placental GNA13 expression. …”
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Investigation on Rational Utilization of Medicinal Plant <i>Semiliquidambar cathayensis</i> Chang Leaf and Bark at Different Developmental Stages by Juanling Li, Zhaopeng Geng, Yuanyuan Yuan, Minjuan Wang, Yanan Zhang, Junli Wang

“…To investigate the exploitation and rational utilization of <i>S. cathayensis</i>, this study conducted metabolomics analysis of the leaves and bark of artificially cultivated <i>S. cathayensis</i> at different developmental stages. <b>Methods:</b> These metabolites were detected and identified by Ultra-Performance Liquid Chromatography–tandem Mass Spectrometry (UPLC-MS/MS) technology, and then univariate statistical analyses, multivariate pattern analyses, and pathway analyses were carried out. …”
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MANAGEMENT OF INTRACANAL SEPARATED INSTRUMENTS: FACTORS CONTRIBUTING TO ENDODONTIC FILE SEPARATION — A NARRATIVE REVIEW by Tareq Hajaj, Paul Freiman, Serban Talpos Niculescu, Mihai Rominu, Tiberiu Hosszu, Ioana Veja

“…Future perspectives include the use of guided endodontics and AI-assisted detection of high-risk canals." …”
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Waveform Information Accurate Extraction for Massive and Complex Waveform Data of Hyperspectral Lidar by Shuo Shi, Chengyu Gong, Qian Xu, Ao Wang, Xingtao Tang, Sifu Bi, Wei Gong

“…Hyperspectral lidar (HSL) has high-precision geometric information and high-resolution spectral information, and its advantageous detection capability has been recognized by scientists at home and abroad. …”
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The control technology of harmful substances impacting the quality of peanut oil: A review by Zifu Ni, Xiao Ouyang, Azhen Nie, Lina Huang, Ruoqi Li, Jinling Li, Peng Chen

“…The review critically examines current detection methods for these contaminants and evaluates innovative removal strategies, such as biodegradation, physical refining, chemical treatments, and advanced adsorption techniques. …”
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3D-printed electrochemical sensor applied to the determination of nitrite: A cost-effective and portable platform for environmental and clinical monitoring by Luiz R.G. Silva, Domingos R. Santos-Neto, Jéssica S. Stefano, Daniel H. de Oliveira, Larissa S. da Silva, Heloysa S. Pittner, Cíntia L. Handa, Rodrigo A.A. Muñoz, Diego P. Rocha

“…The proposed method presented a linear dynamic range from 5.0 to 500.0 µmol L⁻¹, with a limit of detection of 1.8 µmol L⁻¹. …”
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Application of the rectus abdominal muscle in reconstructive and recovery surgery of chest wall defects by M. A. Medvedchikov-Ardiia, E. A. Korymasov, A. S. Benian

“…In 3 patients, despite wound drainage, postoperative seromas were detected. Reoperations were performed in 2 patients: in one case, bleeding from the vein of the fullthickness flap was stopped, in the other case, partial necrosis of the full-thickness flap was detected, which required a second operation and revision of the flap. …”
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Application of the 2021 AAPOS Guidelines in Clinics with Revision and Validation of SPOT Referral Criteria by Li R, Yan Q, Lin X, Wu Z, Zhu H, Guo W, Zhang P, Zuo F, Wu Z, Liu H, Huang D

“…The Youden index for several existing referral criteria ranged from 0.08 to 0.53 in detecting ARFs & VSRE and from 0.08 to 0.48 for ARFs, VSRE, and amblyopia.Conclusion: The study proposes the “Nanjing Referral Criteria” and its modified version with enhanced specificity for the Spot Vision Screener to optimize vision screening in children. …”
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Evaluation of the indirect impact of the 10-valent pneumococcal Haemophilus influenzae protein D conjugate vaccine in a cluster-randomised trial. by Hanna Rinta-Kokko, Arto A Palmu, Esa Ruokokoski, Heta Nieminen, Marta Moreira, Lode Schuerman, Dorota Borys, Jukka Jokinen

“…We consider that the sub-optimal trial vaccination coverage did not allow the development of detectable indirect effects and that the supervening PCV-NVP significantly diminished the differences in PHiD-CV10 vaccination coverage between the treatment arms.…”
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Myocardial ischemia as a cause of paroxysmal dyspnea in patients with stable coronary artery disease by S. F. Yarmedova, I. S. Yavelov, O. M. Drapkina

“…All study participants underwent treadmill stress echocardiography to detect transient myocardial ischemia. Complaints, anamnesis data, results of physical examination, laboratory tests, electrocardiography (ECG) and transthoracic cardiac ultrasound examination, including tissue Doppler were analyzed.Results. …”
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Epidemiological characteristics of acute viral and mycoplasma respiratory infections in Yongzhou, China: a retrospective descriptive study by Ying Jiang, Ying Jiang, Junyan Lu, Junyan Lu, Zhengrong Tan, Zhengrong Tan, Hanmei Wan, Hanmei Wan, Min Tang, Min Tang, Jiani Li, Jiani Li, Tao Zhou, Tao Zhou, Wenlong Tang, Wenlong Tang

“…The most frequently detected pathogens were FluA (11.95%), RSV (9.61%), and MP (8.73%). …”
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Application of the terrestrial laser scanner (TLS) for dendrometric analyses of a Douglas fir stand (Pseudotsuga menziesii [Mirb.] Franco) in Southern Italy by Macellaro Gabriele A, Castronuovo R, Giuzio E, Moretti N, Nolè A

“…In recent years, the implementation of Light Detection and Ranging (LiDAR) technologies in forestry has significantly improved forest inventory methods, enabling rapid and accurate assessments of forest stand structure. …”
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Development and validation of a nomogram to predict the risk of post-stroke complex regional pain syndrome by Qian Xie, Qing Song, Jianling Deng, Xuanling Cheng, Aiguo Xue, Shuxiong Luo

“…Feature selection and optimization to generate the predictive model and nomogram were performed using LASSO regression and multivariable logistic regression analysis. …”
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CYP3A4 and CYP3A5: the crucial roles in clinical drug metabolism and the significant implications of genetic polymorphisms by Yuqing Zhang, Ziying Wang, Yuchao Wang, Weikai Jin, Zheyan Zhang, Lehao Jin, Jianchang Qian, Long Zheng

“…In terms of genetic polymorphism, it discusses the detection methods, enzymatic kinetic characteristics, and clinical guidelines for CYP3A5. …”
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Dynamic evolutionary game model for coal mine safety monitoring and control and its application by Ruxiang QIN, Tao SHEN, Shihui LI

“…The model takes the strategy changes of the two major subjects as the core, explores the influence of parameter changes on the strategy trend and its convergence state, and proposes the inspection method and reward and punishment system for optimizing monitoring and control. …”
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