Government Policy in Education and Business Dynamics of the School Book Publishing Industry in Indonesia: A Case Study of PT Tiga Serangkai by Eny Rahma Zaenah, Indah Susilowati, Deden Dinar Iskandar, Drajat Tri Kartono

“…The results show that government policies significantly influence digital transformation in schools, both in learning and in the fulfillment of goods/services in education. …”
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Trends and drivers of dissolved organic carbon in major Arctic rivers by Mingxin Song, Jue Huang, Desong Zhao, Yulei Mu

“…After comparing multiple empirical and machine learning models, the random forest (RF) model with best performance was selected. …”
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An annotated heterogeneous ultrasound database by Yuezhe Yang, Yonglin Chen, Xingbo Dong, Junning Zhang, Chihui Long, Zhe Jin, Yong Dai

“…However, many databases are created using a single device type and collection site, limiting the generalizability of machine learning models. Therefore, we have collected a large, publicly accessible ultrasound challenge database that is intended to significantly enhance the performance of AI-assisted ultrasound diagnosis. …”
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Extending TextAE for annotation of non-contiguous entities by Jake Lever, Russ Altman, Jin-Dong Kim

“…Therefore, experts cannot even visualize non-contiguous entities, let alone annotate them to build valuable datasets for machine learning methods. To combat this problem and as part of the BLAH6 hackathon, we extended the TextAE platform to allow visualization and annotation of non-contiguous entities. …”
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Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks by A.V. Dobshik, S.K. Verbitskiy, I.A. Pestunov, K.M. Sherman, Yu.N. Sinyavskiy, A.A. Tulupov, V.B. Berikov

“…In this paper, an automatic algorithm aimed at volumetric segmentation of acute ischemic stroke lesion in non-contrast computed tomography brain 3D images is proposed. Our deep-learning approach is based on the popular 3D U-Net convolutional neural network architecture, which was modified by adding the squeeze-and-excitation blocks and residual connections. …”
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Teachers’ pedagogical improvement who participate in the training and specialization of doctors in Venezuela by Felicia Pérez Moya, Nilzer Agramonte Vargas, Silvia Enríquez Vilaplana, Maribel Torres Cobas

“…<p><strong>Background:</strong> the Comprehensive Community Physician’s Training and Specialization Programs in Venezuela require teachers with a solid pedagogical preparation, capable of organizing and directing the teaching-learning process with quality.<br /><strong>Objective:</strong> to design teaching tasks that, from the Basic Pedagogy course, favor the didactic-methodological procedure of teachers who participate in the training and specialization of doctors in the context of the Cuban Medical Mission in Venezuela.…”
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Exploring the Association Between Overactive Bladder (OAB) and Cognitive decline: mediation by depression in elderly adults,   a NHANES weighted analysis by Ling Liu

“…Cognitive health was assessed using the Consortium to Establish a Registry for Alzheimer’s Disease-Word Learning (CERAD W-L), Animal Fluency Test (AFT), and Digit Symbol Substitution Test (DSST). …”
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Children with HIV: A scoping review of auditory processing skills. by Gouwa Dawood, Daleen Klop, Elrietha Olivier, Haley Elliott, Mershen Pillay

“…No one study tested all areas of auditory processing skills and there was limited information about the auditory processing skills required for learning.<h4>Conclusion</h4>This review highlighted the current sparse evidence-base for auditory processing in HIV-infected children. …”
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A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME by Ahmed M. Salih, Zahra Raisi‐Estabragh, Ilaria Boscolo Galazzo, Petia Radeva, Steffen E. Petersen, Karim Lekadir, Gloria Menegaz

“…eXplainable artificial intelligence (XAI) methods have emerged to convert the black box of machine learning (ML) models into a more digestible form. These methods help to communicate how the model works with the aim of making ML models more transparent and increasing the trust of end‐users in their output. …”
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Éducation au patrimoine en langue minorée by Marie-Anne Châteaureynaud

“…In this way, the pupil, placed at the centre of his or her learning, will be able to become a speaker and an actor within his or her cultural environment.…”
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Motivation, demographics, and engagement during COVID-19 in an astrobiology massive open online course by Skylar Grayson, Molly N. Simon, Sanlyn Buxner, Matthew Wenger, Chris Impey

“…Interestingly, the increase in younger and more full-time student participants has continued even with the return of in-person learning. This suggests that the pandemic introduced MOOCs to a new population of learners who have continued to utilize them in the years since.…”
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Approximate CNN Hardware Accelerators for Resource Constrained Devices by P Thejaswini, Gautham Suresh, V. Chiraag, Sukumar Nandi

“…The performance of our proposed architectures demonstrates significant acceleration and reduced power consumption compared to popular edge machine learning framework - TinyML TensorFlow Lite. FHA achieves a significant accuracy improvement of 6.2% along with a speedup of 1.07x and AFHA achieves accuracy enhancement of 4.3% and an impressive speedup of 1.42x.…”
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The Child Evaluation Checklist (CHECK): A Screening Questionnaire for Detecting Daily Functional “Red Flags” of Underrecognized Neurodevelopmental Disorders among Preschool Childre... by Sara Rosenblum, Irit Ezra Zandani, Tsofia Deutsch-Castel, Sonya Meyer

“…Early identification of invisible comorbid neurodevelopmental disorders, such as specific learning disorders, attention deficit hyperactive disorders, and developmental coordination disorders, is crucial to improving children’s daily functional deficits related to executive functions. …”
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A bird's eye view of the mental health systems in India by Satish Suhas, Banavaram A. Arvind, Gautham M. Sukumar, Pradeep S. Banandur, Lakshmi P. Nirisha, Channaveerachari N. Kumar, Vivek Benegal, Girish N. Rao, Mathew Varghese, Gopalkrishna Gururaj, NMHS National Collaborators Group

“…It is imperative to effectively evaluate mental health systems periodically to cultivate a dynamic learning model sustained through continuous feedback from mental healthcare structures and processes. …”
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Registered report protocol: A scoping review to identify potential predictors as features for developing automated estimation of the probability of being frail in secondary care. by Dirk H van Dalen, Angèle P M Kerckhoffs, Esther de Vries

“…<h4>Conclusion</h4>The identified potential predictors of being frail can be used as evidence-based input for machine learning based automated estimation of the probability of being frail using routine EHR data in the near future.…”
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Infusing Oral Health Care into Nursing Curriculum: Addressing Preventive Health in Aging and Disability by Joan Earle Hahn, Leah FitzGerald, Young Kee Markham, Paul Glassman, Nancy Guenther

“…Phase 2 includes evaluation of GNP students’ perceptions of learning, skills, and confidence following a one-time 8-hour practicum infused into 80 required practicum hours. …”
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Presegmenter Cascaded Framework for Mammogram Mass Segmentation by Urvi Oza, Bakul Gohel, Pankaj Kumar, Parita Oza

“…Accurate segmentation of breast masses in mammogram images is essential for early cancer diagnosis and treatment planning. Several deep learning (DL) models have been proposed for whole mammogram segmentation and mass patch/crop segmentation. …”
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Satisfaction of Students with the Quality of Educational Services at Technical University by D. V. Maltsev, D. S. Repetskiy

“…However, some comments revealed dissatisfaction with the technical means, the quality of the content audiences, the organization of pedagogic assistance and students’ self-directed learning, schedule of classes, quality of teaching materials, organization of traineeships, quality control test, availability of laboratories and computer classes outside the classroom.The assessment of the socio-cultural environment considered aspects of the organization of students’ extracurricular work, the socio-psychological climate; the conditions of life support of the educational process (sanitary and social); socio-cultural activities related to the satisfaction of spiritual and physical needs of an individual; socio-cultural fostering. …”
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Penggunaan teknologi media pembelajaran google classroom terhadap motivasi minat belajar siswa dimasa pandemi covid-19 by Rekolina Siahaan, Holmes Rajagukguk, Boy M Sianturi, Sisri Y. Sihombing, Andika J. Gultom

“…Tujuan penelitian ini adalah untuk menganalisa dan mengevaluasi penggunaan teknologi berbasis e-learning yaitu google classroom sebagai media pembelajaran terhadap motivasi minat belajar siswa pada pembelajaran Bahasa Inggris dimasa Pandemi covid-19. …”
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Examining the mental health outcomes of school-based peer-led interventions on young people: A scoping review of range and a systematic review of effectiveness. by Thomas King, Mina Fazel

“…Two studies out of five that looked at peer recipient outcomes showed significant improvements in self-confidence and in a quality of life measure, with one study showing an increase in learning stress and a decrease in overall mental health scores. …”
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