Deep-Reticular Pseudodrusen-Net: A 3-Dimensional Deep Network for Detection of Reticular Pseudodrusen on OCT Scans by Amr Elsawy, PhD, Tiarnan D.L. Keenan, PhD, MD, Alisa T. Thavikulwat, MD, Amy Lu, MD, Sunil Bellur, MD, Souvick Mukherjee, PhD, Elvira Agron, MS, Qingyu Chen, PhD, Emily Y. Chew, MD, Zhiyong Lu, PhD

“…The datasets were divided into 70%, 10%, and 20% at the participant level for training, validation, and test sets, respectively, for the baseline model. …”
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Supervision Across the Career: Perceptions and Experiences of Highly Regarded Trainees and Practicing Therapists by Sandra E. Stewart, Janette G. Simmonds

“…Interview transcript excerpts coded as pertaining to supervision were subject to inductive content analysis, followed by thematic analysis. …”
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Physical and social health needs of postoperative bariatric surgery patients: a focus group by Angela C. Glauser, Robin L. Marcus, Larissa A. McGarrity, Anne Thackeray, Eric T. Volckmann, Alexandra L. Terrill

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Classification-Friendly Sparse Encoder and Classifier Learning by Chunyu Yang, Weiwei Wang, Xiangchu Feng, Shuisheng Zhou

“…Existing methods use sparsity penalty and learned dictionary to enhance discriminative capability of sparse codes. However, training dictionary for SR is time consuming and the resulted discriminative capability is limited. …”
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Boreal Forest Fire: UAV-collected Wildfire Detection and Smoke Segmentation Dataset by Julius Pesonen, Anna-Maria Raita-Hakola, Jukka Joutsalainen, Teemu Hakala, Waleed Akhtar, Niko Koivumäki, Lauri Markelin, Juha Suomalainen, Raquel Alves de Oliveira, Ilkka Pölönen, Eija Honkavaara

“…Alongside the data, we have released code, ensuring that the data is simple to use.…”
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A Pilot Study Comparing the Efficacy, Fidelity, Acceptability, and Feasibility of Telehealth and Face-to-Face Creative Movement Interventions in Children with Autism Spectrum Disor... by Wan-Chun Su, Corina Cleffi, Sudha Srinivasan, Anjana Bhat

“…Motor assessments were used to evaluate effects of F2F and TH interventions on children's motor skills, while video coding was used to assess affect, socially directed verbalization, interpersonal synchrony, and motor coordination during training. …”
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Deep Learning-Assisted Discovery of Analogy-Inspired Designs within Peter Collins' Analogical Architectural Design Classification Framework by Hüseyin Özdemir

“…It was observed that adjustments in the learning rate parameter balanced classification accuracy and training time; lower learning rates reduced accuracy while extending training time. …”
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Awareness of glottal settings for the production of /h/-initial and vowel-initial words in French learners of L2 English by Christelle Exare

“…The 16 students’ acoustic data were coded and compared. The results show that after training the participants significantly improved their performances in the production of licit onsets: they produced fewer intrusive aspirations, fewer illicit elisions of /h/ and more licit productions at word boundaries. …”
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Cross-sectional analysis of caesarean sections according to the Robson 10-group classification system in Somalia by Adil Barut, Umut Erkok, Hiba Bashir Hassan

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Identifying the Challenges and Achievements of Implementing the Antibiotic Stewardship Plan in Qom Hospitals in 2021 by R Babaei, AR Raisi, M Ferdowsi

“…Finally, the interviews were coded and analyzed using the grounded theory method. …”
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Uji Kualitas Website Admin Travel Booking Menggunakan Halstead’s Metric dan Equivalence Partitioning by Fauziah Nur Syifa, Trisana Nurul Anzali Nabil, Derrel Hendi Arifin, Rangga Sidik

“…Based on the test results, it is recommended that the code be refactored and the input validity of each feature improved. …”
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Security analysis of the RSSP-II protocol and a novel security enhancement approach by FENG Tao, TIE Xiaoping, WU Yi, SHI Jianming

“…The railway signal safety protocol-Ⅱ (RSSP-Ⅱ), as the core security communication protocol of China’s train control system (CTCS-3), played a crucial role in ensuring the security and reliability of train communication. …”
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Rotifer detection and tracking framework using deep learning for automatic culture systems by Naoto Ienaga, Toshinori Takashi, Hitoko Tamamizu, Kei Terayama

“…In addition, this research will contribute to the development of the field by releasing the trained model and code for visualizing the tracking results, as well as an annotated dataset with over 30,000 instances.…”
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Private Collaborative Edge Inference via Over-the-Air Computation by Selim F. Yilmaz, Burak Hasircioglu, Li Qiao, Deniz Gunduz

“…We consider collaborative inference at the wireless edge, where each client’s model is trained independently on its local dataset. Clients are queried in parallel to make an accurate decision collaboratively. …”
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‘Involve those who are managing these outbreaks’: stakeholders’ perspectives on the barriers and facilitators to the implementation of clinical management guidelines for high-conse... by Olive Kabajaasi, Shevin T Jacob, Peter W Horby, Louise Sigfrid, Peter Hart, Mathias Akugizibwe, Stefan Schilling

“…Codes most strongly linked to facilitators and suggestions included: (1) HCW training in CMG implementation; (2) adequate resourcing; (3) involvement of personnel with prior HCID response experience in CMG development and (4) improvements in access to CMGs.Conclusions By illustrating linkages to resource constraints, healthcare disparities, and limited surveillance and referral infrastructure, our study displays how insufficient training, patchy dissemination and slow updating exacerbate many of the underlying difficulties for CMG implementation in LMIC contexts. …”
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CodonTransformer: a multispecies codon optimizer using context-aware neural networks by Adibvafa Fallahpour, Vincent Gureghian, Guillaume J. Filion, Ariel B. Lindner, Amir Pandi

“…Abstract Degeneracy in the genetic code allows many possible DNA sequences to encode the same protein. …”
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Neural network as a mirror of social attitudes: analysis of distortions in generative images by A. G. Tertyshnikova, U. O. Pavlova, M. D. Starovoytova

“…The source of shifts in data towards stereotypical images is contained in the data on which AI is trained, as well as in the code of the program itself, that is in the attitudes and worldview of developers, which in one way or another influence the process of program development. …”
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Ethics in Clinical Research, E-Module Versus Traditional Online Lecture, a Randomized Study by Lynette M. Smith, Gaurav Kumar, Priyanka Chaudhary, Bruce Gordon

“…In this study, an E-Learning module (e-module) was developed to train students in human research ethics. This interactive e-module provides an overview of the ethical perspectives of conducting clinical research, historical events, Nuremberg Code, three principles of the Belmont Report, and eight ethical requirements to conduct clinical research. …”
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Performance Assessment of a Triangular Integrated Collector Using Neural Networks by Raid W. Daoud, Omer K. Ahmed, Ruaa H. Ali Al-Mallah

“…The numerical study was carried out using the computational fluid dynamics code (ANSYS-Fluent) software with natural convection phenomenon in the pyramid enclosure. …”
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Load analysis of dangerous freight cistern cars during gravity hump by D. A. Stupin, A. V. Savrukhin, R. A. Efimov

“…Currently Class 2 dangerous freight cars with Classification Code 2112 and UN numbers 1011, 1965, 1969, 1978 could be shunted over the gravity hump only with a shunting locomotive, backing off with extreme caution, without jerks or sudden stops. …”
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