Two-Step Deep Learning Approach for Estimating Vegetation Backscatter: A Case Study of Soybean Fields by Dong Zhu, Peng Zhao, Qiang Zhao, Qingliang Li, Jinpeng Zhang, Lixia Yang

“…Motivated by a relatively accurate single-scattering radiative transfer model (SS-RTM) and radar measurements, we, for the first time to our knowledge, introduce a transfer learning (TL)-based approach to estimate the radar backscatter of vegetation canopy in the case of soybean fields. …”
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AGENTS USED FOR ENAMEL REMINERALISATION AND REDUCING DENTIN HYPERSENSITIVITY: A COMPREHENSIVE REVIEW by N.V. Yanko

“…Simultaneously, the data about calcium phosphate and deep penetration fluoridation efficacy over such desensitisers as dentin sealants and nerve sensitivity inhibitors are controversial and indicate that additional studies are required to deepen our knowledge of the insufficiently explored area of reducing dentin hypesensitivity. …”
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Current status of public health awareness and roles within medical institutions in eastern China by Yuchen Wu, Chuanfeng Zhang, Quan She, Wei Zheng, Kai Lu, Furu Wang, Furu Wang

“…Interviews further unveiled a predominantly positive stance among medical institution leaders toward the integration of public health and medical prevention.ConclusionMedical institutions of Jiangsu Province necessitate enhanced public health staffing, improved organizational structure and responsibility divisions for public health work, and a boost in knowledge levels to effectively carry out public health responsibilities. …”
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An Improved Method for Human Activity Detection with High-Resolution Images by Fusing Pooling Enhancement and Multi-Task Learning by Haoji Li, Shilong Ren, Lei Fang, Jinyue Chen, Xinfeng Wang, Guoqiang Wang, Qingzhu Zhang, Qiao Wang

“…Deep learning has garnered increasing attention in human activity detection due to its advantages, such as not relying on expert knowledge and automatic feature extraction. However, the existing deep learning-based approaches are primarily confined to recognizing specific types of human activities, which hinders scientific decision-making and comprehensive environmental protection. …”
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Influence of two different printing methods on the accuracy of full-guided implant insertion – a laboratory study in undergraduate dental students by Matthias C. Schulz, Michael Krimmel, Christina Weismann, Pablo Kaucher-Fernandez, Bernd Lethaus, Nils Kristian Mann

“…The evaluation of the questionnaires revealed mainly theoretical knowledge and a pronounced interest in implant dentistry. …”
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Extracellular matrix shapes cancer stem cell behavior in breast cancer: a mini review by Lei Li, Lei Li, Yidan Tang, Ling Qiu, Ling Qiu, Zhengrui Li, Ruo Wang, Ruo Wang

“…A lot of studies have bit by bit complemented human knowledge regarding how the ECM greatly shapes the behaviors of BCSCs. …”
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What are the training and support needs for homelessness hostel staff supporting older residents with memory and cognitive problems? A qualitative study by Luna Zalc, Sophie N. Gaber, Penny Rapaport

“…The study aimed to investigate the training and support that hostel staff require to meet the needs of older hostel residents experiencing memory and cognitive problems, and thus enhance hostel resident quality of life and well-being, considering what additional knowledge, skills, and support hostel staff need to achieve this. …”
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Integrating Analytical Procedures in Routine Practices of Centralized Antiblastic Compounding Units for Valorization of Residual Compounded Drugs by Rita Patrizia Aquino, Giovanni Falcone, Paola Russo, Fabrizio Dal Piaz, Giulia Auriemma, Ferdinando Maria de Francesco, Stefania Cascone, Eduardo Nava, Pasquale Del Gaudio

“…Background/Objectives: Although extemporaneous formulations of anticancer drug products for personalized therapy are produced according to Good Hospital Pharmacy Manufacturing Practice, the lack of knowledge about drug stability under clinical conditions limits the second-time use of these highly costly medications in clinical practice. …”
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European agrifood and forestry education for a sustainable future - Gap analysis from an informatics approach [version 3; peer review: 1 approved, 6 approved with reservations] by Håkan Jönsson, Stephen Burleigh

“…The skill groups are Innovative Mindset, Life-Long Learning, Network-Building, Strategic Management, Sustainability, Systems Perspective, Technological Knowledge and Versatility. This study is based on the initial skills and competencies mapping, but takes a different methodological approach. …”
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Modern treatment methods in atopic dermatitis - literature overview by Martyna Borowska-Łygan, Jakub Tomaszewski, Wojciech Urban, Konrad Strużek, Jan Biłogras, Kornelia Karamus, Rafał Wojciech Rejmak

“…The aim of this study is to present the current state of knowledge on new treatments for atopic dermatitis.  …”
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Professional judgement: a social practice perspective on a multiple mini-interview for specialty training selection by Chris Roberts, Annette Burgess, Karyn Mossman, Koshila Kumar

“…Interviewers balanced the following of institutional rules with making judgment choices based on personal expertise and knowledge. They engaged in dialogue, moderation, and shared meaning with fellow interviewers which enabled their consideration of multiple perspectives of the candidate’s performance. …”
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Obstacles and opportunities for care collaboration through the utilisation of a preventive care process for frail older adults: a study protocol for a mixed methods study design by Åsa Larsson Ranada, Elisabet Rothenberg, Helle Wijk, Martina Karin Boström, Pia Skott, Anette Erichsen

“…Despite this requirement, there are considerable knowledge gaps in how to achieve effective collaboration. …”
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Effects of falls prevention interventions on falls outcomes for hospitalised adults: protocol for a systematic review with meta-analysis by Anne-Marie Hill, Meg E Morris, David L Carey, Susan C Slade

“…Falls prevention is informed by knowledge of reversible falls risk factors and accurate risk identification. …”
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The application of the data envelopment analysis method in investigating the performance of irrigated wheat producers with an environmental approach by Fatemeh Zargaran, Mahmoud Daneshvar Kakhki, Leili Abolhassani, Elnaz Nejatiyanpour, Mahmoud Sabouhi Sabouni

“…It is, although, under managerial disposability, less than one in all provinces.Originality/Value: It is recommended that farmers' knowledge and awareness of the side effects of irrigated wheat production on the environment be increased through training courses and classes. …”
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64Cu-chelated InP/ZnSe/ZnS QDs as PET/fluorescence dual-modal probe for tumor imaging by Ziyu Zhao, Ayaka Otsuka, Noriko Nakamura, Toshifumi Tatsumi, Kazuhiro Nakatsui, Taiki Tsuzukiishi, Tomo Sakanoue, Kenji Shimazoe, Seiichi Ohta

“…However, to the best of our knowledge, PET/fluorescence dual-modal imaging of InP QDs has yet to be explored. …”
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Evaluating eating patterns and health status of undergraduate students majoring in human nutrition, Lahore, Pakistan: a cross-sectional study by Saad Afzal, Ayesha Iftikhar, Mateen Ahmad, Zeeshan Ashraf, Waseem Khalid, Shinawar Waseem Ali, Maryam Illyas, Fareed Afzal, Muhammad Zubair Khalid, Tawfiq Alsulami, Emery Lenge Mukonzo

“…The study concludes that nutrition knowledge alone is insufficient for promoting healthy habits targeted interventions are essential for long-term health improvements.…”
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Discussion on Redundant Processing Algorithm of Association Rules Based on Hypergraph in Data Mining by Jintan Zhu

“…Current relevance data processing rules for digging the information have two limitations: (1) metrics such as support, confidence, and lift rely too much on expert knowledge or complex adjustment processes in value selection; (2) it is often difficult to explain rare association rules. …”
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Cystic Fibrosis and Reproductive Outcomes: The Latest Insights into Fertility and Pregnancy by Weronika Małagocka, Karol Zagórski, Mateusz Kozik, Nina Skalska-Dziobek, Karolina Chybowska, Maria Naruszewicz, Przemysław Cetnarowski

“…Material and methods: The literature was reviewed in PubMed database, GoogleScholar and in European Cystic Fibrosis Society database with the use of keywords.   State of knowledge:78% of women with CF declare that they want to have a child in the future. …”
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PFAS contamination and mitigation: A comprehensive analysis of research trends and global contributions by Motasem Y.D. Alazaiza, Tharaa M. Alzghoul, Madhusudhan Bangalore Ramu, Salem S. Abu Amr, Mohammed F.M. Abushammala

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An empirical study on logistic service quality, customer satisfaction, and cross-border repurchase intention by Guan Hui, Abdullah Al Mamun, Mohammad Nurul Hassan Reza, Wan Mohd Hirwani Wan Hussain

“…It offers empirical findings and valuable insights into the multiple dimensions of LSQ and customer satisfaction, thus contributing to the body of knowledge.…”
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