Measurement of Seed Cotton Color Using RGB Imaging and Color-Unet by Hao Li, Qingxu Li, Wanhuai Zhou, Ruoyu Zhang, Shicheng Hong, Mengyun Zhang, Zhiqiang Zhai

“…Next, a Color-Unet model, incorporating convolutional block attention and improved inception E modules based on Unet, was applied to effectively remove impurities and shadows from the images, resolving the over-segmentation issue commonly encountered in traditional threshold segmentation. …”
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Application of clown care in hospitalized children: A scoping review. by Guo Xin, Fu Yingping, Chen Yue, Wu Jiaming, Hu Xue

“…At the same time, the references and other grey literatures included in the paper were also manually searched. covering publications from inception to December 10, 2023. Screening of the literature was done based on predefined inclusion and exclusion criteria, with data extraction and synthesis carried out independently by two researchers.…”
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Data Homogeneity Effect in Deep Learning-Based Prediction of Type 1 Diabetic Retinopathy by Jui-En Lo, Eugene Yu-Chuan Kang, Yun-Nung Chen, Yi-Ting Hsieh, Nan-Kai Wang, Ta-Ching Chen, Kuan-Jen Chen, Wei-Chi Wu, Yih-Shiou Hwang, Fu-Sung Lo, Chi-Chun Lai

“…The model was developed using 4 different convolutional neural networks (Inception-V3, DenseNet-121, VGG1, and Xception). The model performance in predicting DR was evaluated using testing images from each dataset, and area under the curve (AUC), sensitivity, and specificity were calculated. …”
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Contribution to the knowledge of early geotechnics during the 20th century: Laurits Bjerrum by G. Guillán-Llorente, B. Muñoz-Medina, A. Lara-Galera, R. Galindo-Aires

“…In addition, having lived through the Nazi occupation of Denmark, he was predisposed to be against the misuse of authority and established an open structure for the institute from its inception. Bjerrum was in close contact with the Norwegian Institution of Technology, and, in 1952, he succeeded in getting soil mechanics incorporated as a compulsory subject in the civil engineering degree. …”
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Cognitive prehabilitation for geriatric patients undergoing elective surgery: a PRISMA-P-compliant protocol for a systematic review by Yu He, Nianyi Sun, Wenchen Zou, Anren Zhang, Xiaochai Han, Caitao Chen

“…The following key electronic bibliographic databases will be searched from inception to July 2022: MEDLINE, EMBASE, CINAHL, CENTRAL, PEDro, PsycINFO, CBM, CNKI, WANFANG database and VIP. …”
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Timing of mechanical circulatory support in acute myocardial infarction complicated by cardiogenic shock: A systematic review and meta-analysis by Tanawat Attachaipanich, Suthinee Attachaipanich, Kotchakorn Kaewboot

“…Methods: A systematic search using 4 databases, including PubMed, Embase, Web of Science, and Cochrane CENTRAL, was conducted from inception to October 25, 2024. Studies comparing outcomes of MCS insertion pre-PCI vs post-PCI in this setting were included. …”
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Acupoint stimulation for postpartum breastfeeding insufficiency: a systematic review and meta-analysis by Ya-Ching Chang, Yi-An Wang, Zi-Yu Chang, Jian-An Liao

“…Methods A systematic search of seven databases (PubMed, MEDLINE, Embase, Cochrane, CNKI, Airiti Library, ClinicalTrials.gov) was performed from their inception dates to September 30, 2023. Randomized trials were included. …”
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The effect of Shirodhara on essential hypertension: Systematic review and meta-analysis by Meenakshi Khapre, Dhanlika Dhanlika, Sriloy Mohanty, Amrita Mehndiratta

“…We searched PubMed, Embase, Scopus, Google Scholar, and Shodhganga, Web of Science search for this systematic review and meta-analysis from inception to June 2023. Evidence from RCTs was synthesized as a standardized mean difference (SMDs) for systolic and diastolic blood pressure, comparing participants who received Shirodhara intervention along with Ayurveda medication and those who received only Ayurveda medication. …”
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The impact of patient- and family-centered care interventions on intensive care unit outcomes: a meta-analysis of randomized controlled trials by Yangjin LV, Peng Li, Ronghui Li, Ting Zhang, Kaifang Cai

“…Data extraction was performed independently by two authors in Medline, Google Scholar, and ScienceDirect, from inception to July 2024. Random effects model was used to pool the data. …”
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Analytical approaches to evaluate risk factors of multimorbidity: a systematic scoping review protocol by Alex Lewin, Poppy Alice Carson Mallinson, Sanjay Kinra, Judith Lieber, Chaisiri Angkurawaranon, Hirotomo Yamanashi, Chanchanok Aramrat, Nutchar Wiwatkunupakarn, Nick Birk, Wenbo Song, Mika Matsuzaki, Elliott Rogers

“…This proposed scoping review aims to summarise and appraise the analytical approaches used in the published literature that evaluated risk factors of multimorbidity and to provide guidance for researchers conducting analyses in this field.Methods and analysis We will systematically search three electronic databases—Embase, Global Health and MEDLINE, as well as the reference lists of identified relevant review articles, from inception to September 2024. We will screen titles and abstracts using the artificial intelligence-aided software ASReview, followed by screening for eligible articles in full text and extracting data. …”
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A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION by Duy Nguyen Vo, Van Tan Luu Ngo, Thi Phuong Vy Le, Nguyen Ngoc Huyen Van, Duc Anh Phuc Nguyen, Van Tuan Kiet Ngo, Thanh Thang Truong, Tan Tai Pham, Nhat Minh Dinh, Thai Ngoc Ho, Tan Tran Minh Khang Nguyen

“…We have experimented with classification using feature vectors from network architectures such as VGG16, Inception-v3, ResNet-50, Xception, and MobileNet-v2 to train support vector machines (SVM), meeting the dataset’s challenges and laying the groundwork for the development of many optimal methods in the future that promise scientific breakthroughs in the service and commercial industries. …”
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Investments for effective functionality of health systems towards Universal Health Coverage in Africa: A scoping review. by Humphrey Cyprian Karamagi, Ali Ben Charif, Solyana Ngusbrhan Kidane, Tewelde Yohanes, David Kariuki, Maritza Titus, Charles Batungwanayo, Aminata Binetou-Wahebine Seydi, Araia Berhane, Jacinta Nzinga, David Njuguna, Hillary Kipchumba Kipruto, Edith Andrews Annan, Benson Droti

“…We searched Web of Science, MEDLINE, Embase, PsycINFO, Cochrane Library, CINAHL, and ERIC from their inception, and hand-searched other relevant sources. …”
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THE USE OF ARTIFICIAL INTELLIGENCE ON COLPOSCOPY IMAGES AND SEGMENTAL VOLUMES, CONSTRUCTED FROM MRI AND CT IMAGES, IN THE DIAGNOSIS AND STAGING OF PRECANCERS, CERVICAL CANCERS AND... by Hlescu Cristian Stefan, Tudor Florin Ursuleanu, Roxana Grigorovici, Andreea Roxana Luca, Ramona Elena Teiu, Maria Paula Comanescu, Alina Ionela Calin, Alexandru Grigorovici

“…We will use topologies that have demonstrated strong performance in similar image recognition projects, such as VGG16, Inception, MobilNet, ROI, U-Net, and KiU-Net. Additionally, the research includes a comparative study of various algorithms and tools employed in segmental volumetric constructions to generate 3D images from MRI/CT data. …”
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A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION by Duy Nguyen Vo, Van Tan Luu Ngo, Thi Phuong Vy Le, Nguyen Ngoc Huyen Van, Duc Anh Phuc Nguyen, Van Tuan Kiet Ngo, Thanh Thang Truong, Tan Tai Pham, Nhat Minh Dinh, Thai Ngoc Ho, Tan Tran Minh Khang Nguyen

“…We have experimented with classification using feature vectors from network architectures such as VGG16, Inception-v3, ResNet-50, Xception, and MobileNet-v2 to train support vector machines (SVM), meeting the dataset’s challenges and laying the groundwork for the development of many optimal methods in the future that promise scientific breakthroughs in the service and commercial industries. …”
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Atypical Femoral Fracture in Hypophosphatasia: A Systematic Review by Nipith Charoenngam, Jerapas Thongpiya, Pitchaporn Yingchoncharoen, Ben Ponvilawan, Mehmet S. Marangoz, Jirat Chenbhanich, Patompong Ungprasert

“…Potentially eligible articles were identified from the MEDLINE and EMBASE databases from its inception to September 2022, using a search strategy consisting of terms related to “Hypophosphatasia” and “Atypical femoral fracture.” …”
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A Hybrid Troposkein Wind Turbine with Piezoelectric Energy Harvesting Patches and Solar Panels : Design and Performance Evaluations by Naveen Dhandapani, Karthik Arul, Ganapathy Kalyanasundaram, Laxana Sourirajan, Beena Stanislaus Arputharaj, Qasem M. Al-Mdallal, Mohammad Mukhtar Alam, Balaji Ganesan, Vijayanandh Raja

“…The Troposkein wind turbine (TWT) is analyzed and developed from its inception. Classic aerofoils are investigated for wind turbines because of their low sensitivity to Reynolds Number. …”
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A scoping review on the use of traditional medicine and oral health in Africa. by Moréniké Oluwátóyìn Foláyan, Mobolaji Timothy Olagunju, Olunike Rebecca Abodunrin, Omolola Titilayo Alade

“…The search was conducted from the inception of the database till September 2023. A search of related citations and references was also carried out. …”
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Comparison of thermal ablation and surgery for hyperparathyroidism: a meta-analysis by Huan-yu Cui, Xiu-mei Bai, Hong Yang, Yun He

“…The objective of this meta-analysis is to evaluate the effectiveness of surgical complications and therapeutic strategies in managing HPT.Methods The databases PubMed, EMBASE, the Cochrane Library, the Web of Science, CNKI and Wan Fang were systematically searched from inception to December 12, 2023 to identify relevant studies comparing thermal ablation with surgical parathyroid hormone therapy. …”
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Fluids, faulting and earthquakes in the brittle crust: recent advances and new challenges by Fabbri, Olivier, Raimbourg, Hugues, Leclère, Henri

“…Lastly, increase or decrease of $p_{f}$ in depth due to human activities such as hydrocarbon extraction, dam impoundment, gas storage or geothermal energy production result in many cases in the inception or enhancement of seismic activiy, adding clues in favor of a relationship between fluids and earthquakes.…”
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Effects of spinal deformities on lower limb kinematics during walking: a systematic review and meta-analysis by Fateme Khorramroo, Seyed Hamed Mousavi, Reza Rajabi

“…We searched Four databases including PubMed, Web of Science, Scopus and Embase from their inception through 29th December 2024. The Newcastle-Ottawa Scale was applied to assess quality of included studies and the Grading of Recommendations Assessment, Development and Evaluation (GRADE system) was employed to assess the overall quality of the evidence in the meta-analysis. …”
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