SecFedDNN: A Secure Federated Deep Learning Framework for Edge–Cloud Environments by Roba H. Alamir, Ayman Noor, Hanan Almukhalfi, Reham Almukhlifi, Talal H. Noor

“…Edge scenarios require new intrusion detection solutions because traditional centralized intrusion detection systems (IDSs) lack in the protection of data privacy, create excessive communication overhead, and show limited contextual adaptation capabilities. …”
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A Nanoparticle, Fluorescence-Based Rinse for Caries Activity Assessment, an in Vitro Study by Bruna Leticia Vessoni Menoncin, Wendy Bloembergen, Nathan Jones, Adam Hoxie, Matthew Finkelman, Andrea Ferreira Zandona

“…Objectives: This in vitro study aimed to compare the agreement of a starch-based nanoparticle fluorescence rinse (FR) (LumiCare™ Caries Detection Rinse, GreenMark Biomedical Inc.) in the assessment of caries activity of initial smooth surface carious lesions with the International Caries Classification and Management System (ICCMS) Lesion Activity Assessment. …”
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A systematic review and meta-analysis of lung cancer risk prediction models by Ghida Khalife, Matilda Nilsson, Lotta Peltola, Juho Waris, Antti Jekunen, Riikka-Leena Leskelä, Heidi Andersén, Mikko Nuutinen, Eija Heikkilä, Susanna Nurmi-Rantala, Paulus Torkki

“…Background: Lung cancer (LC) remains the leading cause of cancer-related mortality worldwide. Early detection through targeted screening significantly improves patient outcomes. …”
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Intelligent Data Processing Methods for the Atypical Values Correction of Stock Quotes by T. V. Zolotova, D. A. Volkova

“…The multiple imputation method creates for each missing value not one, but many imputations, which avoids a systematic error, but at the expense of high computational costs. For the initial data used in the work, the best result was shown by the implementation of the multiple imputation algorithm based on the detected outliers by the support vector method.Conclusion. …”
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Automated Synthesis and Initial Evaluation of (4′-Amino-5′,8′-difluoro-1′H-spiro[piperidine-4,2′-quinazolin]-1-yl)(4-[18F]fluorophenyl)methanone for PET/MR Imaging of Inducible Nit... by Skye Hsin-Hsien Yeh, Wen-Sheng Huang, Chuang-Hsin Chiu, Chuan-Lin Chen, Hui-Ting Chen, Dae Yoon Chi, Zhengxing Ge, Tsung-Hsun Yu, Pao-Yeh Wang, Yu-Yeh Kuo, Chun-Tse Hung, Geng-Ying Li, Chi-Wei Chang

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Evaluation of effectiveness of mass screening for tuberculosis infection in children from 1 to 7 years old in Moscow by L. V. Slogotskaya, E. M. Bogorodskaya, L. F. Shamuratova, T. A. Sevostyanova

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Implementing a standardized workflow for early detection of steroid-induced hyperglycemia in allogeneic stem cell transplant recipients: A quality improvement project by Jordan Leal, William Wesson, Liza Rodriguez, Jason Gray, Kelly Bosak, Joseph McGuirk, Kristin Grdinovac

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The Promising Role of Speckle-tracking Echocardiography in Detecting the Patchy Nature of Myocarditis, Insights from Case Series in the Largest Pediatrics Tertiary Center of UAE by Antoine Fakhry AbdelMassih, Arshad Khan, Zahra Majichian, Afnan Musleh, Ashutosh Goyal, Sara M. AlDarmaki

“…There is increasing evidence that myocarditis starts as a patchy process, accordingly, the detection of segmental affection is important for early recognition of the disease and proper initiation of anti-inflammatory treatment. …”
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Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets by Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Mina Iravani, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, Richard Polzin, Hannah Mayer, Gernot Marx, Johannes Bickenbach, Andreas Schuppert

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Early Detection of Type 1 Diabetes in First-Degree Relatives in Saudi Arabia (VISION-T1D): Protocol for a Pilot Implementation Study by Iman S Algadi, Yazed AlRuthia, Muhammad H Mujammami, Khaled Hani Aburisheh, Metib Alotaibi, Sharifah Al Issa, Amal A Al-Saif, David Seftel, Cheng-Ting Tsai, Reem A Al Khalifah

“…Despite the potential benefits of early detection through screening programs, such initiatives are currently lacking in Saudi Arabia and other Arab countries. …”
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Primary monophasic synovial sarcoma of the cervical esophagus confirmed by detection of the SS18-SSX2 fusion transcripts: case report and literature review by Ken Sasaki, Masahiro Noda, Yusuke Tsuruda, Yasuto Uchikado, Itaru Omoto, Yoshiaki Kita, Takaaki Arigami, Shinichiro Mori, Hiroshi Kurahara, Akihiro Nakajo, Michiyo Higashi, Takao Ohtsuka

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An efficient approach for detecting atrial fibrillation in ischemic stroke patients using a wearable device: a prospective multicenter substudy of the STABLED trial by Tomonari Saito, Yasuhiro Nishiyama, Yasuhiro Nishiyama, Toshiaki Otsuka, Yuki Sakamoto, Seiji Okubo, Yasuyuki Iguchi, Keiji Yamaguchi, Yasushi Okada, Hirotoshi Hamaguchi, Toshiro Yonehara, Masayuki Fukuzawa, Atsushi Takita, Takehiro Katano, Kazumi Kimura

“…In patients with ischemic stroke and no diagnosis of AF, their use for detecting new AF may provide benefit through early initiation of anticoagulants and prevention of recurrent stroke.…”
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Label-Free Ratiometric Homogeneous Electrochemical Strategy Based on Exonuclease III-Aided Signal Amplification for Facile and Rapid Detection of miR-378 by Bingyuan Fan, Qian Wang, Shan Wang, Yahui Gao, Yan Liang, Jinru Pan, Xinrui Fu, Li Li, Wei Meng

“…This detection possesses excellent selectivity, demonstrating high application potential in biological systems, and offers simple and low-cost electrochemical detection for miR-378.…”
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Monitoring Spike Potential and Abrupt Impedance Rise with Concomitant Temperature/Contact Force Change for Timely Detection of the Occurrence of “Silent” or “Nonaudible” Steam Pop... by Chengye Di, Qun Wang, Yanxi Wu, Longyu Li, Wenhua Lin

“…Data investigating the timely detection of the occurrence of “silent” or “nonaudible” SP events are limited. …”
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Advanced Cotton Boll Segmentation, Detection, and Counting Using Multi-Level Thresholding Optimized with an Anchor-Free Compact Central Attention Network Model by Arathi Bairi, Uma N. Dulhare

“…A proposed technique was developed to overcome these issues and enhance the performance of the detection and counting of cotton bolls. Initially, data were gathered from the dataset, and a pre-processing stage was performed to enhance image quality. …”
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High‐Impedance Fault Detection in Distribution Networks Based on Support Vector Machine and Wavelet Transform Approach (Case Study: Markazi Province of Iran) by Mohammad Sadegh Attar, Mohammad Reza Miveh

“…The proposed idea is initially implemented on the IEEE 34‐bus distribution test network. …”
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Pivotal role of venous blood gas analysis in the detection of metabolic acidosis due to laxative abuse in an anorexia nervosa patient: A case report by Satoshi Miwa, Takuto Ishida, Masafumi Mizuno

“…Conclusion In this case, venous blood gas analysis was pivotal in detecting metabolic acidosis resulting from excessive laxative use. …”
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Development of a technique for DNA detection and identification of toxigenic strains of Clostridium botulinum types A, B, E by the Real-Time PCR method by D. S. Yanov, A. V. Kuznetsovskiy, M. I. Dubrovin, A. V. Mironin, N. V. Onuchina, A. V. Filippov

“…This technique is based on the the detection of residual amounts of this DNA in botulinum toxin using multiplex real-time polymerase chain reaction (PCR) assay with fluorescent hybridization detection. …”
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Enhancing Candida auris diagnosis: a comprehensive evaluation of VIASURE Candida auris real-time PCR detection kit for rapid diagnostic responses by Blanca Dehesa-García, Henar Alonso, María Paz Peris, Blanca Fortuño, Pilar Abad, Antonio Rezusta, Ana Milagro

“…This study aims to evaluate the VIASURE Candida auris Real-Time PCR Detection Kit (Certest Biotec) for diagnostic performance and analytical specificity compared to the standard methodology based on culture and MALDI-TOF MS characterization. …”
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Continuing evaluation of atrial fibrillation detection after cryptogenic stroke: 2-year findings from a multicentre study with Confirm Rx ICM by Tae-Hoon Kim, Lin Feng, Masafumi Morimoto, Jong-Sung Park, Ki-Woon Kang, Andrea Grammatico, Yong-Soo Baek, Fabio Quartieri, Kazunari Honma, Kwangdeok Lee, Lukas Kaiser

“…The median time from implantation to AF detection (>30 s) was 72 days (IQR 7–261). Among subjects with 30 s AF detection, anticoagulation therapy was initiated in 65.2% (30/46) of subjects. …”
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