ChatEarthNet: a global-scale image–text dataset empowering vision–language geo-foundation models by Z. Yuan, Z. Xiong, L. Mou, X. X. Zhu, X. X. Zhu

“…We then include a manual verification process to enhance the dataset's quality further. …”
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Characteristics and dynamics of cognitive impairment in patients with primary and recurrent cerebral ischemic hemispheric stroke by A. A. Kozyolkin, А. А. Kuznietsov, L. V. Novikova

“…Neuropsychological examination included verification of the existence and structure of the cognitive impairments using scales Montreal Cognitive Assessment (MoCA), Mini-Menthal State Examination (MMSE), Frontal Assessment Battery (FAB) on the 1st -3rd and 10 - 13th day of the acute period of the disease. …”
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Design and Technological Aspects of Integrating Multi-Blade Machining and Surface Hardening on a Single Machine Base by Vadim Skeeba, Vladimir Ivancivsky, Aleksey Chernikov, Nikita Martyushev, Nikita Vakhrushev, Kristina Titova

“…The conducted complex of works and approbation of the technology of integrated processing in real conditions in comparison with traditional methods of construction of technological process of parts manufacturing allowed to obtain the following results: increase in the productivity of processing by 1.9 times; exclusion of possibility of scrap occurrence at finishing grinding; reduction in auxiliary and preparatory-tasking time; and reduction in inter-operational parts backlogs.…”
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A statistical method for high-throughput emergence rate calculation for soybean breeding plots based on field phenotypic characteristics by Yan Sun, Mengqi Li, Meiling Liu, Jingyi Zhang, Yingli Cao, Xue Ao

“…In addition, Yolov8n had the best recognition effect in the soybean seedling detection task, with a mAP (0.5–0.95) of 85.15%. The proposed background segmentation method increased the mAP (0.5–0.95) of the detection results by 4.06%. …”
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Drainage system research and application of deep coalbed methane gas reservoirs in Daning-Jixian block by Ming CHEN, Dameng WANG, Lizhu YU, Junyi SUN, Xin FENG, Kang ZHANG, Xianfeng GU, Liwei WANG, Zesong YIN, Huan ZHANG

“…Considering the gas well production laws and supporting gas extraction processes, the research also analyzes dynamic production data from 29 deep coalbed methane wells，preliminarily divides the production stages of deep coalbed methane wells, and further demonstrates the main tasks and production characteristics of different stages. …”
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Fact-Checking Role Performances and Problematic Covid-19 Vaccine Content in Latin America and Sub-Saharan Africa by Michelle Riedlinger, Silvia Montaña-Niño, Ned Watt, Víctor García-Perdomo, Marina Joubert

“…Interviews with fact-checkers from six well-established, Meta-affiliated, International Fact-Checking Network-accredited organizations operating in these regions indicated that fact-checkers recognized the diversification of tasks and new roles associated with addressing problematic content from social media users. …”
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Status of Digital Health Technology Adoption in 5 Vietnamese Hospitals: Cross-Sectional Assessment by Duc Minh Tran, Nguyen Thanh Dung, Chau Minh Duc, Huynh Ngoc Hon, Le Minh Khoi, Nguyen Phuc Hau, Duong Thi Thu Huyen, Huynh Thi Le Thu, Tran Van Duc, Lam Minh Yen, C Louise Thwaites, Chris Paton

“…ConclusionsThe 5 major Vietnamese public hospitals in this assessment have widely adopted information systems, such as HIS, LIS, and RIS-PACS, to support administrative and clinical tasks. Although the adoption of EMR systems is less common, their implementation revolves around data collection, management, and access to clinical data. …”
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