Crowdsourcing to support training for public health: A scoping review. by Kadija M Tahlil, Ucheoma Nwaozuru, Donaldson F Conserve, Ujunwa F Onyeama, Victor Ojo, Suzanne Day, Jason J Ong, Weiming Tang, Nora E Rosenberg, Titi Gbajabiamila, Susan Nkengasong, Chisom Obiezu-Umeh, David Oladele, Juliet Iwelunmor, Oliver Ezechi, Joseph D Tucker

“…Nine studies used open calls, 35 used a hackathon, designathon or other "a-thon" event, and 30 used other crowdsourcing methods, such as citizen science programs and online creation platforms. In terms of crowdsourcing purpose, studies used crowdsourcing to educate participants (20 studies), develop learning materials (17 studies), enhance mentorship (13 studies) and identify trainees (9 studies). …”
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Emotional Intervention and Education System Construction for Rural Children Based on Semantic Analysis by Xiaobo Zhang

“…Method. In this paper, a platform for acquiring emotional semantic data of scene images in an open behavioral experimental environment is designed, which breaks the limitations of time and place, and thus acquires a large amount of emotional semantic data of scene images and then uses principal component analysis to evaluate the validity of the data analysis. …”
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Liver Microbiome in Healthy Rats: The Hidden Inhabitants of Hepatocytes by Xiao Wei Sun, Hua Zhang, Xiao Zhang, Peng Fei Xin, Xue Gao, Hong Rui Li, Cai Yun Zhou, Wen Min Gao, Xuan Xuan Kou, Jian Gang Zhang

“…The V3–V4 region of the 16S rRNA gene was amplified by polymerase chain reaction (PCR) and sequenced using an Illumina HiSeq 2500 platform. Sequences were assigned taxonomically by the SILVA database. …”
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Chromium Removal from Tannery Wastewater via a Hydroponic Technique with Vetiver Grass (Vetiveria zizanioides) by Ismot Zereen, Md. Zainul Abedin, Md. Siddikur Rahman, Debasish Pandit

“…The findings showed that the floating platform method of cultivating vetiver grass was significantly effective (p<0.05) in eliminating pollutants. …”
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Ability of pulse oximetry-derived indices to predict hypotension after spinal anesthesia for cesarean delivery: A systematic review and meta-analysis. by Yuriko Kondo, Eishin Nakamura, Hisashi Noma, Sayuri Shimizu, Takahisa Goto, Takahiro Mihara

“…We searched MEDLINE, Embase, Web of Science, Cochrane Central Register of Controlled Trials, Cochrane Database of Systematic Reviews, ClinicalTrials.gov, European Union Clinical Trials Register, World Health Organization International Clinical Trials Registry Platform, and University Hospital Medical Information Network Clinical Trials Registry databases from inception until June 15, 2023. …”
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Virtual Screening for Potential Inhibitors of NS3 Protein of Zika Virus by Maheswata Sahoo, Lingaraja Jena, Sangeeta Daf, Satish Kumar

“…Observations made in this study may extend an assuring platform for developing anti-viral competitive inhibitors against ZIKV infection.…”
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Caledonian reactivation and reworking of Timanian thrust systems and implications for latest Mesoproterozoic to mid-Paleozoic tectonics and magmatism in northern Baltica [version 2... by Eirik Stokmo, Jean-Baptiste P. Koehl

“…Methods The present study provides a more definitive answer about the continuation of Trollfjorden–Komagelva Fault Zone west of the Varanger Peninsula by using seismic reflection, bathymetric, topographic, and magnetic data onshore Finnmark and offshore on the Finnmark Platform. Results The present study demonstrates that the Sørøya–Ingøya shear zone represents a portion of the Trollfjorden–Komagelva Fault Zone that was folded into a NE–SW orientation and reactivated as a top-southeast thrust during the Caledonian Orogeny, while other portions of the Trollfjorden–Komagelva Fault Zone (e.g., on the Varanger Peninsula) were reactivated as strike-slip faults. …”
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Impetus of US hospital leaders to invest in patient-reported outcome measures (PROMs): a qualitative study by Andrea L Pusic, Marilyn Heng, Danny Mou, Rachel C Sisodia, Meredith B Rosenthal, Barbara Bokhour, Christer Mjåset, Claire M Sokas, Azan Virji

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Condition of the autonomic nervous system during the 'sit-stand-sit' orthostatic test in university students in areas of military conflict in Ukraine by Igor Vypasniak, Sergii Iermakov, Lyudmila Shesterova

“…The experiment's data were statistically analyzed using the PyCharm CE platform and a range of Python coding libraries. Results. …”
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What happens when you stop using the combined contraceptive pill? A qualitative study protocol on consequences and supply needs for women who discontinued the combined contraceptiv... by Matthias Richter, Liane Schenk, Gertraud Stadler, Jana Niemann

“…This study is registered on the OSF platform under the following number: https://doi.org/10.17605/OSF.IO/JYWXM.…”
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Comparison of Simulation- and Regression-Based Approaches to Estimating Electric Car Power Consumption by Emil Nagy, Árpád Török

“…Currently, most of the major vehicle manufacturers have developed pure electric vehicle platforms and are using them in the production of many models available on the market. …”
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Blockchain-Based Piecewise Regressive Kupyna Cryptography for Secure Cloud Services by Selvakumar Shanmugam, Rajesh Natarajan, Gururaj H. L., Francesco Flammini, Badria Sulaiman Alfurhood, Anitha Premkumar

“…It includes keeping data private and safe across online-based infrastructure, applications, and platforms. Securing these systems involves the efforts of cloud providers and the clients that use them, whether an individual, small-to-medium business, or enterprise uses. …”
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Exploring the influence of “keeping consumers in suspense” in live streaming on consumer impulse buying behavior: A test of the mediating effects of consumer inner states by Xiangxi Kong, Ren Wang, Yuyang Zhang

“…Methods: Data were collected from 352 active users of Chinese live-streaming platforms using a structured survey. Structural equation modeling (SEM) tested the relationships among KCIS dimensions, inner states, and impulse buying. …”
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A Data Stream-Based, Integrative Approach to Reliable and Easily Manageable Real Time Environmental Monitoring by Meilan Jiang, Jonghyun Lee, Karpjoo Jeong, Zhenguo Cui, Bomchul Kim, Suntae Hwang, Young Jean Choi

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Nematode controlling effects and safety tests of Duddingtonia flagrans biological preparation in sheep by Yuan Ma, Lili Jiang, Zhaobin Fan, Luyao Hao, Zhengyi Li, Yanni Zhang, Qiannan Li, Rui Wang, Hongliang Luo

“…Overall, D. flagrans freeze-dried biologics effectively helped to controlled parasitic infections, which are safe in animals like sheep, and thus may provide a practical platform for nematode-trapping fungi in veterinary clinical settings.…”
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Barriers Affecting Promotion of Active Transportation: A Study on Pedestrian and Bicycle Network Connectivity in Melbourne’s West by Isaac Oyeyemi Olayode, Hing-Wah Chau, Elmira Jamei

“…Our methodology is enshrined in the use of Social Pinpoint, which is an online interactive survey platform, and ground surveys (face-to-face interviews). …”
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A Generic Approach towards Amharic Sign Language Recognition by Netsanet Yigzaw, Million Meshesha, Chala Diriba

“…Despite the fact that sign language is an excellent platform for communication among hearing-impaired persons, it has created a communication barrier between hearing-impaired and non-disabled people. …”
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DC-NNMN: Across Components Fault Diagnosis Based on Deep Few-Shot Learning by Juan Xu, Pengfei Xu, Zhenchun Wei, Xu Ding, Lei Shi

“…We use the CWRU bearing vibration dataset, the bearing vibration data selected from the Lab-built experimental platform, and another gearing vibration dataset for across components experiment to prove the proposed method. …”
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Vaccination coverage and its determinants in patients with multiple sclerosis—a multicenter cross-sectional study by Paula Schade, Hai-Anh Nguyen, Julia Steinle, Kerstin Hellwig, Teodor Pelea, Philipp Franken, Birte Elias-Hamp, Veit Becker, Stefan Merkelbach, Stephan Richter, Bert Wagner, Christian Geis, Matthias Schwab, Florian Rakers

“…In pwMS receiving highly effective DMTs, VI did not differ significantly from those on no/platform DMTs. Vaccination hesitancy was comparably low, with no differences between pwMS and controls. …”
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TepiSense: A Social Computing-Based Real-Time Epidemic Surveillance System Using Artificial Intelligence by Bilal Tahir, Muhammad Amir Mehmood

“…Artificial Intelligence (AI) technologies have enabled researchers to develop tools to monitor real-world events and user behavior using social media platforms. Twitter is particularly useful for gathering invaluable information related to diseases and public health to build real-time disease surveillance systems. …”
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