Concurrent Tuberculosis and COVID-19 Testing from a Single Sputum Specimen for Enhanced Disease Detection by Anura David, Leisha Genade, Lesley Erica Scott, Manuel Pedro da Silva, Lyndel Singh, Wendy Stevens, Neil Martinson

“…In early 2021, USAID and Stop TB Partnership recommended an integrated approach for simultaneous COVID-19 and TB testing in high TB burden countries for individuals with respiratory symptoms. …”
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Predictive value of pulse oximetry for mortality in infants and children presenting to primary care with clinical pneumonia in rural Malawi: A data linkage study. by Tim Colbourn, Carina King, James Beard, Tambosi Phiri, Malizani Mdala, Beatiwel Zadutsa, Charles Makwenda, Anthony Costello, Norman Lufesi, Charles Mwansambo, Bejoy Nambiar, Shubhada Hooli, Neil French, Naor Bar Zeev, Shamim Ahmad Qazi, Yasir Bin Nisar, Eric D McCollum

“…SpO2 thresholds of <90% and <93% identified 1 (6%) of the 16 CHW deaths that were unidentified by integrated community case management (iCCM) WHO referral protocol and 3 (23%) and 4 (31%) of the 13 HC deaths, respectively, that were unidentified by the integrated management of childhood illness (IMCI) WHO protocol. …”
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Semi-Supervised Deep Subspace Embedding for Binary Classification of Sella Turcica by Kaushlesh Singh Shakya, Azadeh Alavi, Julie Porteous, Priti Khatri, Amit Laddi, Manojkumar Jaiswal, Vinay Kumar

“…To address these limitations, a novel semi-supervised deep subspace embedding (SSLDSE) framework is proposed. This approach integrates real-time stochastic augmentation to significantly expand the training dataset and introduce natural variability in the ST morphology, overcoming the constraints of small and non-representative datasets. …”
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DASNet a dual branch multi level attention sheep counting network by Yini Chen, Ronghua Gao, Qifeng Li, Hongtao Zhao, Rong Wang, Luyu Ding, Xuwen Li

“…Object detection–based counting often leads to overcounts or missed detections, while instance segmentation requires extensive annotation efforts. …”
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Development and research of the quadrupole mass spectrometry simulation model with the entire ion optics system by Lina Yang, Yuqing Gu, Hao Gong, Zi-long Liu, Xingchuang Xiong, Xiang Fang

“…In this study, we developed a comprehensive quadrupole mass spectrometry simulation model integrating key components such as the electron impact ion source (EI source) ion optical system and the quadrupole mass analyzer. …”
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Accurate classification of benign and malignant breast tumors in ultrasound imaging with an enhanced deep learning model by Baoqin Liu, Shouyao Liu, Zijian Cao, Junning Zhang, Xiaoqi Pu, Junjie Yu

“…Future work will focus on integrating RcdNet into real-time ultrasound diagnostic systems and exploring its potential in multi-modal imaging workflows.…”
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Subtyping Influenza A Viruses: Genomic Perspectives on Taxonomy by Dr Andrei Deviatkin, Miss Sofya Feoktistova, Mr Egor Degtyarev, Dr Pavel Volchkov

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Correlation analysis of circulating PCDH17 DNA methylation changes with rheumatoid arthritis patients by Fuyu Zhao, Mi Zhou, Jia Liu, Cen Chang, Ping Jiang, Kai Wei, Jianan Zhao, Yu Shan, Yixin Zheng, Yiming Shi, Yunshen Li, Yuejuan Zheng, Qianqian Li, Lei Wang, Huanru Qu, Liangjing Lv, Shicheng Guo, Xinliang Lv, Qi Zhu, Dongyi He

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Comparison of clinical nasal endoscopy, optical biopsy, and artificial intelligence in early diagnosis and treatment planning in laryngeal cancer: a prospective observational study by Ruifang Hu, Xianping Liu, Yong Zhang, Clement Arthur, Dongguang Qin

“…However, laryngeal cancer diagnosis can be delayed, and early subtle mucosal changes can be missed. Flexible nasal endoscopy, particularly when integrated with artificial intelligence and optical biopsy methods, has shown promise in the early detection of laryngeal cancer. …”
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Perspectives of user groups in the co-creation of a targeted dental care service intervention for older adults receiving home healthcare: an explorative study by Ragnhild Hellesø, Silje Havrevold Henni, Lubomiła Korzeniewska, Vibeke Elise Ansteinsson, Ewa Alicja Szyszko Hovden, Marte-Mari Uhlen-Strand, Berit Arnesveen Bronken

“…This uncertainty resulted in missed information regarding dental care, leading to situations where they do not always seek dental healthcare services until an acute issue arises. …”
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Harnessing AlphaFold to reveal hERG channel conformational state secrets by Khoa Ngo, Pei-Chi Yang, Vladimir Yarov-Yarovoy, Colleen E Clancy, Igor Vorobyov

“…This innovative methodology sets a new benchmark for integrating deep learning-based protein structure prediction with experimental validation. …”
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Combating Corruption in Sport: Legal Aspect (Lucha contra la corrupción en el deporte: aspecto legal) by Tetiana Kolomoiets, Maxym Tkalych, Petro Melnyk, Bogdan Panchenko, Yuliia Tolmachevska

“…   Globalization processes do not ignore any sphere of human life. They did not miss the field of sports. As a result, the problem of corruption, which used to be unequally prevalent in every national jurisdiction, is beginning to threaten the integrity of sport at the global level. …”
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Ultrasound education, competencies and expected future use among medical interns in Denmark: a national cross-sectional study by Pernille Gram, Thomas Purup, Emilie Marie Eriksen, Stina Søbye, Simone Kjaergaard Wielandt, Kasper Astorp, Martin Bach Jensen, Camilla Aakjaer Andersen

“…Filled curricula pose dilemmas for prioritization and several barriers prevail for using ultrasound, representing missed opportunities for competence development and maintenance. …”
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Multi-dimensional constraint-based coal mining machine cutting path planning technology by Shuyang SONG, Shibo WANG, Yun WANG, Lijie WANG, Dongshuai SONG

“…To address this issue, this paper proposes a cutting path planning method for coal mining machines that integrates geological characteristics of the coal seam and multidimensional constraints of the mining equipment’s posture. …”
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Research Trends and Developments in Nanomaterials for Rheumatoid Arthritis: A Comprehensive Bibliometric Analysis by Jia X, He L, Chang Y, Li J, Wang J, Zhang X, Guo J

“…However, the existing diagnosis and treatment methods are limited by factors such as misdiagnosis, missed diagnosis, and toxic side effects. In recent years, remarkable progress has been made in applying nanomedicine for RA treatment. …”
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Snow depth estimation on leadless landfast ice using Cryo2Ice satellite observations by M. Saha, J. Stroeve, J. Stroeve, D. Isleifson, J. Yackel, V. Nandan, V. Nandan, J. C. Landy, H. M. Lam

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Generation Victoria (GenV): protocol for a longitudinal birth cohort of Victorian children and their parents by Elizabeth K. Hughes, William Siero, Alisha Gülenç, Susan A. Clifford, Tony Frugier, Simon M. Hall, Jatender Mohal, Kathryn North, Natasha Zaritski, Sharon Goldfeld, Richard Saffery, Melissa Wake

“…Successive recruitment phases were designed to maximise GenV’s inclusivity: (1) a smaller Advance Cohort from December 2020; (2) Newborn recruitment, with presence in 58 Victorian maternity services supporting face-to-face approach to parents of babies born 4 October 2021–3 October 2023; (3) Intensive remote recruitment to mid-2024 targeting those missed around birth; and (4) Ongoing indefinite enrolment of in-age children and their parents. …”
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Toxicity mechanism analysis of cGAS-STING-TBK1 signaling pathway small molecule modulator based on network toxicology and molecular docking strategy: quinacrine acetate as an examp... by Jinchao Zhu, Qingyuan Lin, Honglin Zhu, Siqi Xie, Shengdong Nie

“…Therefore, we demonstrates the practical application value of network toxicology as an efficient predictive tool for identifying potential toxicity targets and pathways, which can guide subsequent experimental validation and provide mechanistic insights that traditional toxicology approaches might miss.…”
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A High-Accuracy Underwater Object Detection Algorithm for Synthetic Aperture Sonar Images by Jiahui Su, Deyin Xu, Lu Qiu, Zhiping Xu, Lixiong Lin, Jiachun Zheng

“…The proposed C2fD module integrates spatial differential feature extraction, dynamic feature fusion, and Enhanced Efficient Channel Attention (Enhanced ECA). …”
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Abstract 265: A Curious Case Of Acute Binocular Diplopia, Ischemic Stroke Of The Interstitial Nucleus Of Cajal by Hamza M. Ahmed, Ahmad Al‐Awwad

“…These structures are so fine that they may be missed on routine imaging however, they represent distinct localizations for the neurological exam, with lesions of these structures being important clinical considerations. …”
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