Toward Symmetry in Accessible Restrooms Design: Integrating KE, RST, and SVM for Optimized Emotional-Functional Alignment by Zimo Chen, Jingwen Tian, Hongtao Zhou, Duan Wu

“…Accessible restrooms must reconcile code-based functionality with the affective expectations of disabled users. …”
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Improved CLIP-ILP Model for Detecting Illegal Passenger Transport in Freight Trucks by Xuan Wu, Wenlin Pan

“…” The model was trained using this dataset, with an emphasis on leveraging the CLIP framework’s ability to understand and integrate visual and textual data. …”
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Signage and Tourism The case of cultural and touristic activity motorway signs by Benoît Berthou

“…This signage has drawn on the graphic codes of the mainstream press or the postcard genre to such an extent that it has today become a touristic medium in its own right that embraces authors, storytellers, illustrators, and podcast and content creators. …”
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Deep generative abnormal lesion emphasization validated by nine radiologists and 1000 chest X-rays with lung nodules. by Shouhei Hanaoka, Yukihiro Nomura, Naoto Hayashi, Issei Sato, Soichiro Miki, Takeharu Yoshikawa, Hisaichi Shibata, Takahiro Nakao, Tomomi Takenaga, Hiroaki Koyama, Shinichi Cho, Noriko Kanemaru, Kotaro Fujimoto, Naoya Sakamoto, Tomoya Nishiyama, Hirotaka Matsuzaki, Nobutake Yamamichi, Osamu Abe

“…From these results, the feasibility of EGGPALE for enhancing abnormal lesions was validated. Our code is available at https://github.com/utrad-ical/Eggpale.…”
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Near real-time online reinforcement learning with synchronous or asynchronous updates by Mircea-Bogdan Radac, Darius-Pavel Chirla

“…The value function and the controller neural networks are trained online using the rules of backpropagation, based on the interaction experiences with the system. …”
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MACRPO: Multi-agent cooperative recurrent policy optimization by Eshagh Kargar, Ville Kyrki

“…The results show superior performance against other algorithms. The code is available online at https://github.com/kargarisaac/macrpo.…”
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Design of vehicle data engine system based on big data platform and intelligent perception by CHEN Xijun

“…Therefore, it is essential to conduct data mining and analysis for the real-time operation data and the historical O&M data of the vehicles in the same time and space, and enable the users to create and modify the data analysis model without the ability to write code. The model can run automatically and output the results to provide a basis for the vehicle status judgment. …”
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Automated assessment of bridge guardrails for regional prioritization based on open-source data and deep learning algorithms by Giuseppe Santarsiero

“…Moreover, the limited availability of financial resources, combined with the lack of adequately trained personnel, makes it difficult for these entities to effectively assess the condition of such critical infrastructure, even though, in most cases, it is only necessary to recognize the barrier code compliance, which could be done even by less trained personnel. …”
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Impact of Transitioning to a Level 1 Trauma Center on Orthopaedic Surgical Volume and Resident Education by Darlington Nwaudo, MD, Solomon Egbe, BA, Audrey Litvak, BA, Jason Strelzow, MD, FAOA

“…Orthopaedic residents are required to complete at least 1,000 surgical cases over their 5-year training, including specific procedural categories mandated by the Accreditation Council for Graduate Medical Education (ACGME). …”
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Practical Recommendations for Navigating Digital Tools in Hospitals: Qualitative Interview Study by Marie Wosny, Livia Maria Strasser, Simone Kraehenmann, Janna Hastings

“…The interviews were transcribed verbatim and analyzed through inductive thematic analysis. Codes were developed iteratively, and themes and aggregated dimensions were refined through collaborative discussions. …”
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Determination of Awareness Towards Olympic Concepts of National Athletes Who Students in Dücze University Sport Sciences Faculty by Mensur Pehlivan, Ömer Sivrikaya

“…In addition to the elite performance training given to national athletes, it has become clear that training to raise awareness about the Olympics has emerged.…”
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Automated analyses of innate olfactory behaviors in rodents. by Qiang Qiu, Aaron Scott, Hayley Scheerer, Nirjal Sapkota, Daniel K Lee, Limei Ma, C Ron Yu

“…Olfaction based behavioral experiments are important for the investigation of sensory coding, perception, decision making and memory formation. …”
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Indicators of competitive employment for individuals with intellectual and developmental disabilities (IDDs) in Saudi Arabia: A qualitative study by Hassan M. Alzahrani

“…An inductive method was utilized to generate themes during the coding process of the data analysis. To answer the first question regarding indicators of competitive employment for individuals with IDDs from coaches' perspectives, the findings suggested vocational training, parental support and education were all important indicators. …”
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Educational Needs Assessment of Health Information Technology Professionals: A Cross-Sectional Study in Hospitals in Western Iran by Taleb Khodaveisi, Hamid Bouraghi, Tooba Mehrabi, Javad Faradmal, Mahdiye Shojaei Baghini, Ali Mohammadpour

“…Additionally, educational needs varied across different units: Coding unit staff required more training in the principles of diagnosis documentation (92.9%), familiarity with the coding guidelines for causes of death (85.7%), and familiarity with the coding guidelines for procedures (85.7%), statistics unit staff needed training in statistical software, and reception and medical records staff required education on relevant regulations. …”
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Calibration of SB Brasil 2023 examiners: use of technologies associated with the In-Lux method by Raquel Conceição FERREIRA, Rafaela da Silveira PINTO, Claudiojanes dos REIS, Rosa Núbia Vieira de MOURA, Sara Oliveira AGUIAR, Andreia Maria Araújo DRUMMOND, Viviane Elisângela GOMES, Andrea Maria Eleutério de Barros Lima MARTINS

“…The training and in-lux calibration process employed 10 and 25 sets of photographs, respectively. …”
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Classification of first embryonic division stages of multiple Caenorhabditis species by deep learning by Dhruv Khatri, Prachi Negi, Chaitanya A. Athale

“…Here, we compare multiple deep convolutional neural networks (CNNs) trained to automate cell stage classification in DIC microscopy movies and interpret the results, with code and classification weights released as OpenSource. …”
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Serious games to support emotional regulation strategies in educational intervention programs with children and adolescents. Systematic review and meta-analysis by María Isabel Gómez-León

“…All studies used report or self-report measures to code for the recognition of emotions in oneself and the increase or decrease of these emotions. …”
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XAI-MRI: an ensemble dual-modality approach for 3D brain tumor segmentation using magnetic resonance imaging by Ahmeed Suliman Farhan, Ahmeed Suliman Farhan, Muhammad Khalid, Umar Manzoor

“…Initially, individual U-Net models are trained and evaluated on single MRI modalities (T1, T2, T1ce, and FLAIR) to establish each modality's performance. …”
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Reckoning with the past: a qualitative analysis of medical students describing their formative experiences with weight bias by Elizabeth W. Cotter, Ashley Dunford, Kirsten Gilchrist, Tong Yan, Lawrence Deyton, Kofi Essel

“…Such bias can be exacerbated in medical training and may lead to reduced healthcare utilization and worsened patient outcomes. …”
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Enhancing Distributed Machine Learning through Data Shuffling: Techniques, Challenges, and Implications by Zhang Zikai

“…Coded shuffling, on the other hand, optimizes communication costs in distributed settings but requires sophisticated encoding-decoding techniques. …”
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