A global approach to detecting and characterizing water leakage in a concrete bridge deck: Parametric study to validate an adapted Full-Waveform Inversion method by Viktoriia Buliuk, Amine Ihamouten, Christophe Heinkele, Xavier Dérobert

“…Given that processing radar signals based solely on temporal data introduces significant estimation errors, an advanced method optimized from Full-Waveform Inversion (FWI) is employed. …”
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Wavelet-based stochastic finite element analysis of steel girders by Marcin Kamiński, Michał Jan Guminiak, Anna Knitter-Piątkowska, Olga Kawa

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Simple, sensitive and specific detection method for polystyrene nanoplastics in food matrix based on peptide-modified Fe3O4@Au magnetic nanoparticles by Beibei Wang, Ling Sun, Kai Liu, Di Wu, Jinqiu Wang, Fang Geng

“…Under optimized detection conditions, ultra-low concentration of PS could be quantitatively detected by simply monitoring the UV–vis absorption change of the probe. …”
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PAX1/SOX1 gene methylation as a detection and triage method for triage of high risk HPV-Positive women in cervical cancer screening by Ruyi Zhang, Ye Li, Yu Han, Chang Guo, Jie Guo, Jie Sun, Dengfeng Wang, Xiatao Hu, Jiao Li, Xuanying Zhao, Yiyuan Zhou, Tingting Zhai, Yuqiong Meng, Jing Wang, Wengao Chen

“…Objective: To evaluate the role of PAX1/SOX1 methylation testing in the triage of HPV-positive patients and compare its performance with traditional screening methods, including HPV genotyping and cytology. Methods: A study was conducted from February 2024 to October 2024, involving women referred for colposcopy during the “two-cancer screening” in a specific region. …”
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Singular Value Decomposition (SVD) Method for LiDAR and Camera Sensor Fusion and Pattern Matching Algorithm by Kaiqiao Tian, Meiqi Song, Ka C. Cheok, Micho Radovnikovich, Kazuyuki Kobayashi, Changqing Cai

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A New Approach Based on Metaheuristic Optimization Using Chaotic Functional Connectivity Matrices and Fractal Dimension Analysis for AI-Driven Detection of Orthodontic Growth and D... by Orhan Cicek, Yusuf Bahri Özçelik, Aytaç Altan

“…To effectively model the nonlinear dynamics, chaotic maps were generated, representing a significant advance over traditional methods. Feature selection was performed using a wrapper-based approach combining k-nearest neighbors (kNN) and the Puma optimization algorithm, which efficiently handles the chaotic and computationally complex nature of cervical vertebrae images. …”
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OPTIMIZING LONG TEXT CLASSIFICATION PERFORMANCE THROUGH KEYWORD-BASED SENTENCE SELECTION: A CASE STUDY ON ONLINE NEWS CLASSIFICATION FOR INDONESIAN GDP GROWTH-RATE DETECTION by Dinda Pusparahmi Sholawatunnisa, Lya Hulliyyatus Suadaa

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Multisite studies for optimization of a highly efficient culture assay used for in vitro detection of residual undifferentiated human pluripotent stem cells intermingled in cell th... by Takeshi Watanabe, Satoshi Yasuda, Shinji Kusakawa, Takuya Kuroda, Hatsue Furukawa, Mayumi Futamura, Shigekazu Shimizu, Akihiko Morishita, Shinko Hata, Akiko Koeda, Kana Komatsu, Yoji Sato

“…MEASURE2 organized multisite studies to optimize the methodology of the highly efficient culture (HEC) assay, a sensitive culture-based in vitro assay for detecting residual undifferentiated hPSCs in CTPs. …”
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21 Optimizing AI-physician collaboration for enhanced diagnostic accuracy: A case study on acute respiratory distress syndrome detection using chest X-ray imaging by Negar Farzaneh, Sardar Ansari, Elizabeth Lee, Kevin R. Ward, Michael W. Sjoding

“…By comparing the diagnostic accuracy of different AI deployment methods, the study aims to identify optimal strategies that leverage both AI and physician expertise to improve outcomes. …”
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Wheat Cultivation Suitability Evaluation with Stripe Rust Disease: An Agricultural Group Consensus Framework Based on Artificial-Intelligence-Generated Content and Optimization-Dri... by Tingyu Xu, Haowei Cui, Yunsheng Song, Chao Zhang, Turki Alghamdi, Majed Aborokbah

“…Second, integrating secretary bird optimization (SBO), K-means, and three-way clustering detects overlapping wheat pathologist subgroups, reducing opinion divergence and improving consensus inclusiveness and convergence. …”
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Anterior cruciate ligament tear detection based on Res2Net modified by improved Lévy flight distribution by Peiji Yang, Yanan Liu, Fei Liu, Mingxia Han, Yadegar Abdi

“…However, traditional diagnostic methods, such as clinical assessments and MRI, have limitations in terms of accuracy and efficiency. …”
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Optimal precision of coarse structural nested mean models to estimate the effect of initiating ART in early and acute HIV infection by Lok Judith J.

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Improving EEG based brain computer interface emotion detection with EKO ALSTM model by R. Kishore Kanna, Preety Shoran, Meenakshi Yadav, Mohammad Nadeem Ahmed, Shrikant Burje, Garima Shukla, Anurag Sinha, Mohammad Rashid Hussain, Saifullah Khalid

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Pulse-Driven Internal Resistance Dynamics Enable Dual-Function Lithium-Plating Diagnosis and Longevity Enhancement in V2G-Optimized Lithium-Ion Batteries by Letong Li, Yanan Wang, Dongliang Guo, Xuebing Han, Hewu Wang, Lei Sun, Minggao Ouyang

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Chemometrically assisted optimization and validation of the HPLC method for the analysis of alectinib and its related impurity with measurement uncertainty evaluation and whiteness... by Serkan Levent, Abeer Elriş, Hazal Avcı, Saniye Özcan, Nafiz Öncü Can

“…The method’s optimization was carried out using the Box-Behnken design, whereas the optimized conditions were selected according to the desirability function. …”
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Detection of Battery Appearance Defects Based on Multi‑Scale Object Detection by LI Yang, ZHANG Jianliang, ZHAO Min, WU Jian, HAN Chao, DANG Xiaoyan, WANG Huifang

“…The selection of pre-selected boxes was also optimized and a variety of data enhancements were used to expand the defect data, which finally improved the detection of battery defects. …”
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A CRISPR/Cas12a electrochemical biosensing to detect pig mtDNA D-loop for ensuring food authenticity by Muhammad Ihda H.L. Zein, Clianta Yudin Kharismasari, Ari Hardianto, Salma Nur Zakiyyah, Riezki Amalia, Mehmet Ozsoz, Mara Mirasoli, Irkham, Yeni Wahyuni Hartati

“…One significant concern in food safety is the unintended inclusion of pork in products, which impacts food labeling, religious dietary practices, legal standards, and public health. Detecting such contamination is challenging due to complex food processing, requiring advanced methods for accurate identification. …”
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Evaluation of Weed Infestations in Row Crops Using Aerial RGB Imaging and Deep Learning by Plamena D. Nikolova, Boris I. Evstatiev, Atanas Z. Atanasov, Asparuh I. Atanasov

“…One of the important factors negatively affecting the yield of row crops is weed infestations. Using non-contact detection methods allows for a rapid assessment of weed infestations’ extent and management decisions for practical weed control. …”
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Optimization of radiochemical purity assessment for [68Ga]Ga-EDOTREOTIDE (Somakit-TOC®): a shortened r-TLC method for improved PET radiopharmaceutical workflow by Arnaud Deschavannes, Kazuma Terashi, Marie Piquemal, Catherine Rioufol, Anthony Clotagatide

“…This study evaluates an optimized r-TLC method with a reduced migration distance (4 cm vs. 9 cm) to improve efficiency while maintaining analytical reliability. …”
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Research on Predictive Analysis Method of Building Energy Consumption Based on TCN-BiGru-Attention by Sijia Fu, Rui Zhu, Feiyang Yu

“…Although there are currently a large number of energy consumption research methods, each method has different applicability and advantages and disadvantages. …”
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