Extraction of Fetal Electrocardiogram by Combining Deep Learning and SVD-ICA-NMF Methods by Said Ziani, Yousef Farhaoui, Mohammed Moutaib

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Deep Neural Network-Based Detection of Modulated Jamming in Free-Space Optical Systems: Theory and Performance Under Atmospheric Fading by Manav R. Bhatnagar

“…The combination of theoretical bounds and feature-informed DNN design offers a principled framework for jamming detection in realistic FSO environments.…”
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Benchmarking Hook and Bait Urdu news dataset for domain-agnostic and multilingual fake news detection using large language models by Sheetal Harris, Jinshuo Liu, Hassan Jalil Hadi, Naveed Ahmad, Mohammed Ali Alshara

“…The previous studies on Fake News Detection (FND) have focused on rich-resource languages with limited relevance to users other than native speakers. …”
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A Review on the Synthesis of Carbon Dots and Their Applications in Environmental Analysis by Yuegang Wang, Qian Wang, Weina Liu, Xin Xin, Bin Zhao

“…Then, we discuss their physical, chemical, and optical features and focus on their diverse applications in environmental analysis, including metal ion sensing, contaminants detection, photocatalysts, and other aspect. …”
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Compact Laser-Induced Fluorescence Detector with Adjustable Laser Focal Spot for Multiple Purposes by Zihe Xu, Xi Chen, Fangwu Liu

“…A fully integrated, compact, modular epifluorescence LIF detector was subsequently constructed, measuring 40 × 22 × 38 mm³ in total size, with a cost of USD 320, and achieving a detection limit of 0.4 nM for fluorescein sodium. Finally, the detector was integrated into a nucleic acid detection system with a microfluidic chip on the Chinese Space Station (CSS) and was also tested with PCR tubes and capillaries, proving its broad practicality and adaptability to various analytical systems.…”
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Methods for analysis and monitoring of heavy metals in the environment by A. R. Tsygankova, S. A. Gulyaev, L. S. Adamenko, M. A. Shestopalov

“…This review surveys capabilities of modern instrumental analytical methods that provide low limits of detection for a wide range of elements. …”
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Covalent attachment of aminoferrocene to pseudo-graphite for selective sensing of H2O2 by Forrest Dalbec, Jeremy May, Dipak Koirala, Jhonnathan A. Plascencia, Micheal Okeke, Joshua Russell, Hui Xiong, I. Francis Cheng

“… Hydrogen peroxide is an important analyte both from the standpoints of in vivo and in vitro analyses. …”
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Quantitative Analysis of Sulfur Elements in Mars-like Rocks Based on Multimodal Data by Yuhang Dong, Zhengfeng Shi, Junsheng Yao, Li Zhang, Yongkang Chen, Junyan Jia

“…Furthermore, to optimize model performance, different feature selection algorithms were evaluated. Ultimately, an XGBoost-based feature selection method incorporating prior knowledge was employed to identify optimal LIBS spectral features, and the selected feature subsets were utilized in multimodal modeling to enhance stability. …”
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Hybrid Products for Enhanced and Unified Full and Compact Polarimetric SAR Data Exploitations by Ramin Sabry

“…These products include hybrid feature-based classification and detection maps. Hybrid multichannel ML-based, and phenomenology-based change detection and classification products are also developed and examined. …”
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An electrocardiogram signal classification using a hybrid machine learning and deep learning approach by Faramarz Zabihi, Fatemeh Safara, Behrouz Ahadzadeh

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Development of a transportable High-Performance Liquid Chromatograph with Ultraviolet detection and a method for the rapid analysis of 13 carbonyl compounds hydrazones by Audrey Grandjean, Anaïs Becker, Mathilde Mascles, Franck Amiet, Jean-Philippe Amiet, Damien Bazin, Stéphane Le Calvé

“…Precision was determined from consecutive injections of the analytes to yield RSD<11.5% (UV) and RSD<14.1% (LED). …”
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Dip‐Pen Nanolithography‐Based Fabrication of Meta‐Chemical Surface for Heavy Metal Detection: Role of Poly‐Methyl Methacrylate in Sensor Sensitivity by Rahma Okbi, Mohammed Alkrenawi, Krishna Kumar Yadav, Dror Shamir, Haya Kornweitz, Yael Peled, Moshe Zohar, Ariela Burg

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Detect of Vitamin-D Deficiency in Children Under Five Years with Type 1 Diabetes Mellitus at Diabetes and Endocrinology Center in Al- Nasiriya City by Qusay H. Mansi, Afifa Aziz

“…Methodology: A descriptive analytic study design was carried out to Detect of Vitamin-D Deficiency in Children under Five Years with Type 1 Diabetes Mellitus at Diabetes and Endocrinology Center in Al- Nasiriya City. …”
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Motif clustering and digital biomarker extraction for free-living physical activity analysis by Ya-Ting Liang, Charlotte Wang

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Detection and Localization of Rotor Winding Inter-Turn Short Circuit Fault in DFIG Using Zero-Sequence Current Component Under Variable Operating Conditions by Muhammad Shahzad Aziz, Jianzhong Zhang, Sarvarbek Ruzimov, Xu Huang

“…Fault features are identified and defined through the analytical evaluation of the DFIG mathematical model. …”
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Evaluation of a Peak-Free Chemometric Laser-Induced Breakdown Spectroscopy Method for Direct Rapid Cancer Detection via Trace Metal Biomarkers in Tissue by Otieno Emily Akinyi, Angeyo Hudson Kalambuka, Alix Dehayem-Kamadjeu

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A Multifunctional Tactile Sensory System for Robotic Intelligent Identification and Manipulation Perception by Yue Jiang, Lin Fan, Xilong Sun, Zehe Luo, Herong Wang, Rucong Lai, Jie Wang, Qiyang Gan, Ning Li, Jindong Tian

“…The system comprises a capacitive sensor owning the high sensitivity of 1.11E‐2 pF mm−1, a triboelectricity nanogenerator with the fast response speed of 30 ms, and a pressure sensor array capable of 3D force detection. By Combining transfer learning models, which fuses multimodal tactile information to achieve high‐precision (up to 95%) recognition of the multi‐featured targets such as random hardness and texture information under random sampling conditions, including random grasp force and velocity. …”
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SegmentR: Deep learning for automated segmentation with an R interface by James D. Boyko

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SeaConvNeXt: A Lightweight Two-Branch Network Architecture for Efficient Prediction of Specific IHC Proteins and Antigens on Hematoxylin and Eosin (H&E) Images by Yuli Chen, Guoping Chen, Guoying Shi, Yao Zhou, Jiayang Bai, Germán Corredor, Cheng Lu, Xiujuan Lei

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Fluorescence sensor array for highly sensitive pattern recognition of biothiols in food based on tricolor upconversion luminescence metal-organic frameworks by Mingyuan Yin, Dongfang Qiu, Meiqi Wang, Zedan Wang, Lirong Han, Linsen Li, Jie Tong, Hailiang Nie, Yun Wu, Xiaoqiang Qiao

“…The fluorescence sensor arrays constructed from upconversion luminescence metal-organic frameworks nanocomposites (LMOFs) can provide impressive discrimination and exquisite fingerprinting capabilities for extremely similar analytes. Herein, an upconversion fluorescence sensor array based on LMOFs featuring UiO-type metal-organic frameworks-functionalized lanthanide-doped upconversion nanoparticles was proposed, wherein Cu2+ can make the fluorescence quenching of LMOFs and preferentially bind biothiols to recover fluorescence in different degrees forming unique fingerprinting. …”
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