Analysis of Biological Samples in a Contemporary Laboratory Practice (Review) by I. I. Miroshnichenko, Y. E. Shilov

“…In the section «Mass spectrometric detection» features of preparation of a mobile phase for chromatography-mass spectrometry experiments are given. …”
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BESS-Set: A Dataset for Cybersecurity Monitoring in a Battery Energy Storage System by Giovanni Battista Gaggero, Alessandro Armellin, Giulio Ferro, Michela Robba, Paola Girdinio, Mario Marchese

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Urgent natural foci infections transmitted by ticks in Saint-Petersburg by V. V. Nechaev, A. A. Yakovlev, A. N. Uskov, L. E. Boburina, N. V. Lavrova, M. N. Pogromskaya, B. I. Aslanov, A. O. Shapar, S. V. Pavlenko, L. N. Pozhidaeva, A. K. Ivanov, A. I. Kravtsova, S. A. Leppik, E. I. Vitovich, M. I. Fedunyak

“…Purpose: to conduct a comparative analysis and to identify the epidemiological and clinical features of tick-borne encephalitis (TBE) and Lyme borreliosis as a mono- and coinfections in St. …”
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Rolling-element bearing vibration datasets under varying loads and speeds: A study from Vishwakarma Institute of TechnologyMendeley Data by Yasser N. Aldeoes, Pratibha Mahajan, Shilpa Y. Sondkar, Jitendra A. Gaikwad

“…Data collection and analysis are critical for identifying and diagnosing issues in rolling-element bearings. …”
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Malaria Disease Prediction Based on Convolutional Neural Networks by Dhrgam AL Kafaf, Noor N. Thamir, Samara S. AL-Hadithy

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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

“…Such fluorescence sensor array might provide a simple and efficient detection method for biothiols.…”
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Breast MRI acquisition and analysis protocol: a pictorial essay by I. Miranda SanchezCarenzo-Velez, Yesika J. Davila-Zablah, Elena M. Sanchez-Siller, Mané M. Ayala-Duran, Ilany B. Lopez-Valdivia, Maria Guerra-Ayala, Jessica A. Perdomo-Galviz, Karla I. Soto-Valdez, Sofia Hurtado-Arellano, Margarita L. Garza-Montemayor

“…This pictorial essay presents a breast MRI acquisition and analysis protocol, supported by drawings of the morphologic features of mass and non-mass lesions based on the American College of Radiology Breast Imaging Reporting and Data System (BI-RADS) 5th Edition lexicon and the Kaiser score. …”
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CNN-Based Object Recognition and Tracking System to Assist Visually Impaired People by Fahad Ashiq, Muhammad Asif, Maaz Bin Ahmad, Sadia Zafar, Khalid Masood, Toqeer Mahmood, Muhammad Tariq Mahmood, Ik Hyun Lee

“…Moreover, a score-based quantitative comparative analysis is performed using the supported features of devices. …”
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Segmentation and particle size analysis of coal particles based on ISUNet by Deqiang CHENG, Rui ZHANG, Tongxi XIE, Jingjing LIU, Lijuan ZHENG, Qiqi KOU, He JIANG

“…These experimental results fully demonstrate the effectiveness and superiority of ISUNet in coal particle size analysis.…”
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Using UAV-based multispectral images and CGS-YOLO algorithm to distinguish maize seeding from weed by Boyi Tang, Jingping Zhou, Chunjiang Zhao, Yuchun Pan, Yao Lu, Chang Liu, Kai Ma, Xuguang Sun, Ruifang Zhang, Xiaohe Gu

“…Secondly, by introducing the CARAFE sampling operator and a small target detection layer (SLAY), we extracted the contextual information of each pixel to retain weak features in the maize seedling image. …”
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Epidemiological intricacies of respiratory pathogens: a single-center study on infection dynamics in Beijing, 2023–2024 by Wang Jie, Huo Wenyan, Liu Chang, Feng Jinghong, Li Wenyi, Li Shanshan, Su Ming

“…This single-center study aims to characterize the epidemiological features and co-detection patterns of respiratory pathogens in Beijing, providing a scientific basis for the prevention and control of respiratory infectious diseases.MethodsWe performed a retrospective analysis of 19,535 patients undergoing SARS-CoV-2 testing and 12,372 patients screened for six respiratory pathogens, including Mycoplasma pneumoniae (MP), respiratory syncytial virus (RSV), human rhinovirus (HRV), influenza A virus (IAV), adenovirus (ADV), and influenza B virus (IBV) at Peking University People’s Hospital from January 2023 to December 2024. …”
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Spatially Resolved Multiomics: Data Analysis from Monoomics to Multiomics by Changxiang Huan, Jinze Li, Yingxue Li, Shasha Zhao, Qi Yang, Zhiqi Zhang, Chuanyu Li, Shuli Li, Zhen Guo, Jia Yao, Wei Zhang, Lianqun Zhou

“…Despite the technological advances in this field, data analysis frameworks have stagnated. Current challenges include incomplete spatial monoomics data analysis pipeline, overly complex data analysis tasks, and few established spatial multiomics data analysis strategies. …”
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A Poisson Process AutoDecoder for X-Ray Sources by Yanke Song, V. Ashley Villar, Rafael Martínez-Galarza, Steven Dillmann

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Features of the State of Internal Organs and the Structure of Comorbidity in Deceased Persons With Alcoholic Liver Cirrhosis, Non-alcoholic Fatty Liver Disease at the Cirrhosis Sta... by N. Matkovska

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A 50THz Ultra-Wideband Nano-Photonics Perfect Absorber Biosensor for Label-Free Detection of Circulating Cancer Exosomes: Advancing Early Cancer Diagnostics by Musa N. Hamza, Mohammad Tariqul Islam, Sunil Lavadiya, Iftikhar ud Din, Bruno Sanches, Slawomir Koziel, Syeda Iffat Naqvi, Abinash Panda, Mohammad Alibakhshikenari, Bal Virdee, D. Mariyanayagam, R. Jayanthi, S. Fernando, Md. Shabiul Islam

“…Unlike previous THz absorbers, the proposed NPA achieves an exceptionally wide operating bandwidth from 100 GHz to 50 THz with an absorption efficiency exceeding 97.5%, while featuring an ultra-compact nanoscale footprint (100 × 100 nm², thickness 30 nm). …”
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Exploratory Analysis of Radiomics and Pathomics in Uterine Corpus Endometrial Carcinoma by Valentina Brancato, Nunzia Garbino, Marco Aiello, Marco Salvatore, Carlo Cavaliere

“…This study examines the correlation between radiomics features from Apparent Diffusion Coefficient (ADC) maps and post-contrast T1 (T1C) images with pathomic features from pathology images in 32 patients from the CPTAC-UCEC database. 91 radiomics features were extracted from ADC maps and T1C images, and 566 pathomic features from cell detections and cell density maps at four different resolutions. …”
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Image analysis system of rice seed based on Matlab platform by CHENG Fang, YING Yi-bin

“…Such analysis based on Matlab platform was attempted. The main function of the image analysis system include pre-processing single static rice seed image, extracting 23 features of dimension, shape and color, recognizing cultivars of Jinyou402, Shanyou10, Zhongyou207, Jiayou99 and Ilyou3207, detecting defects of germination, disease and unclosed glumes.…”
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Inquiry Examination and Forensic Analysis of Objects in the Investigation of Iatrogenic Crimes by M. V. Tuzlukova

“…The article presents some forensic technical and tactical features of the inquiry examination and forensic analysis of objects in the investigation of iatrogenic crimes. …”
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Analysis of Regions of Homozygosity: Revisited Through New Bioinformatic Approaches by Susana Valente, Mariana Ribeiro, Jennifer Schnur, Filipe Alves, Nuno Moniz, Dominik Seelow, João Parente Freixo, Paulo Filipe Silva, Jorge Oliveira

“…Multidimensional scaling showed that ROH count and sum were key predictors of consanguinity, achieving a test F1-score of 0.96 with additional features. <b>Conclusions:</b> This study contributes with new bioinformatics tools for ROH analysis in a clinical setting, providing unprecedented population-level ROH data for Portugal.…”
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Fibrolamellar hepatocellular carcinoma: a case report and gene analysis by Akira Watanabe, Norifumi Harimoto, Hideyuki Saito, Reika Kawabata-Iwakawa, Takaomi Seki, Ryo Muranushi, Kouki Hoshino, Kei Hagiwara, Norihiro Ishii, Mariko Tsukagoshi, Takamichi Igarashi, Kenichiro Araki, Hayato Ikota, Takashi Ishige, Koshi Mimori, Ken Shirabe

“…Mutational analysis did not detect any somatic mutations associated with carcinogenesis, including previously reported mutations (Kastenhuber et al. in Proc Natl Acad Sci USA 114: 13076–84, 2017). …”
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