Inferring experimental procedures from text-based representations of chemical reactions by Alain C. Vaucher, Philippe Schwaller, Joppe Geluykens, Vishnu H. Nair, Anna Iuliano, Teodoro Laino

“…In this work, we present data-driven models for predicting the entire sequence of synthesis steps starting from a textual representation of a chemical equation, for application in batch organic chemistry. …”
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Fuzzy Clustering Approaches Based on Numerical Optimizations of Modified Objective Functions by Erind Bedalli, Shkelqim Hajrulla, Rexhep Rada, Robert Kosova

“…Fuzzy clustering is a form of unsupervised learning that assigns the elements of a dataset into multiple clusters with varying degrees of membership rather than assigning them to a single cluster. …”
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Using Natural Language Processing to Identify Symptomatic Adverse Events in Pediatric Oncology: Tutorial for Clinician Researchers by Clifton P Thornton, Maryam Daniali, Lei Wang, Spandana Makeneni, Allison Barz Leahy

“…Through this narrative tutorial, we intend to demystify the process of AI research and equip clinicians with actionable steps to initiate new ventures in oncology research. …”
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Tips for developing a coaching program in medical education by Rebecca Miller-Kuhlmann, Marzena Sasnal, Carl A. Gold, Aussama K. Nassar, James R. Korndorffer, Sandrijn Van Schaik, Andrea Marmor, Sarah Williams, Rebecca Blankenburg, Caroline E. Rassbach

“…We align 12 tips with Kern’s Six Steps for Curriculum Development and integrate theoretical frameworks from the literature to inform the process. …”
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Protocol for unlocking alternative polyadenylation insights from bulk RNA-seq data with PolyAMiner-Bulk by Venkata Jonnakuti, Sriya Jonnakuti, Hari Krishna Yalamanchili

“…Summary: PolyAMiner-Bulk, a deep-learning-based algorithm to decode alternative polyadenylation (APA) dynamics from bulk RNA sequencing (RNA-seq) data, enables scientists to identify and quantify APA events from processed bulk RNA-seq data. …”
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Opportunities and practices supporting responsive health care for forced migrants: lessons from transnational practice and a mixed-methods systematic review by Amy Robinson, Protus Musotsi, Ziaur Rahman A Khan, Laura Nellums, Bayan Faiq, Kofi Broadhurst, Gisela Renolds, Michael Pritchard, Andrew Smith

“…Design We integrated (1) local stakeholder perspectives, from workshops and dialogue; (2) evidence and knowledge from a mixed-methods systematic review; and (3) learning from five case examples from current international practice. …”
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The Current State of Medical Specialty Training in Türkiye within the Framework of Recent TUKMOS Practices by Murat DEMİRCİ, Mehmet KOCA, Özlem COŞKUN

“…Therefore, raising awareness of TUKMOS among educators and medical residents, and strengthening supervision and monitoring processes, are important steps for improving the quality of specialty training.…”
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A Technique for Arthroscopic Double-Row Rotator Cuff Repair With Acellular Dermal Matrix Augmentation by Chloe Xiaoyun Chan, M.B.B.S., M.R.C.S., M.Med. (Ortho.), Joshua Ian Lim, M.B.B.S., Sean Wei Loong Ho, M.B.B.S., MRCS, M.Med. (Ortho.), F.R.C.S.Ed. (Ortho.), Luke Peter, M.B.B.S., B.Med.Sci., M.R.C.S., M.Med. (Ortho.), F.R.C.S.Ed. (Ortho.), Kevin Jing Hui Yik, M.B.B.S., M.R.C.S., M.Med. (Ortho.), F.R.C.S.Ed. (Ortho.)

“…This Technical Note describes a modified technique that streamline the steps and uses the standard 4 suture anchors for double-row cuff repair for the augmentation procedure.…”
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Factors contributing to strengths-based nutrition research in Aboriginal and Torres Strait Islander health by Caitlin Mc Manus, Robyn Delbridge, Andrea McKivett, Tracy Hardy, Noell Burgess, Annabelle Wilson

“…Six key factors were identified: capacity strengthening and empowerment; Aboriginal and Torres Strait Islander driven research; the importance of research approaches; changing the current research system and culture; the need to reframe the narrative of ill-health; and learning from existing tools and guidelines. This research has the potential to be translated into both research and public health policy, contribute as a stepping stone to the development of a practical framework within the Aboriginal and Torres Strait Islander research space as well as be applied to other professions and Indigenous populations.…”
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On the use of natural language processing to implement the target trial framework using unstructured data from the electronic health record by Nicole Rafalko, Milena Gianfrancesco, Neal D. Goldstein

“…Yet one overarching challenge with using EHR data is that unstructured fields, such as clinical encounter notes, contain copious details on the patient yet require additional steps to extract if needed in the conduct of the study. …”
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Enhancing Numerical Thinking Through Problem Solving: A Teaching Experience for Third-Grade Mathematics by Roberto Carlos Torres-Peña, Darwin Peña-González, Jorge Luis Lara-Orozco, Edwan Anderson Ariza, Diego Vergara

“…By integrating Pólya’s systematic steps into instructional practices, this research contributes significantly to pedagogical strategies in mathematics. …”
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Modeling the relationship between the moral charter derived from Islamic teachings and performance with the mediating variable of employees' perception by leila jahantigh, Abbas Babaeenezhad, Mohsen Zayandehroudi, saeed sayadi

“…Third, foreign-owned companies use different management approaches and therefore codes of ethics differ in terms of extent and content.Fallahi (2021) investigated a research entitled professional ethics in education and training centers, emphasizing the statement of the second step of the Islamic revolution. 5 categories of professional ethics; individual, social, training, education, education and training centers are important, as well as the values ​​of professional ethics will lead to self-improvement in the first degree, and in the second degree, to community building, and in the third degree, to civilization.Research methodologyThe current research is applicable in terms of purpose, and survey type in terms of nature and method. …”
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Time to treat the climate and nature crisis as one indivisible global health emergency by Kamran Abbasi, Parveen Ali, Virginia Barbour, Thomas Benfield, Kirsten Bibbins-Domingo, Stephen Hancocks, Richard Horton, Laurie Laybourn-Langton, Robert Mash, Peush Sahni, Wadeia Mohammad Sharief, Paul Yonga, Chris Zielinski

“…Tackling this emergency requires the COP processes to be harmonised. As a first step, the respective conventions must push for better integration of national climate plans with biodiversity equivalents.3 As the 2020 workshop that brought climate and nature scientists together concluded, “Critical leverage points include exploring alternative visions of good quality of life, rethinking consumption and waste, shifting values related to the human-nature relationship, reducing inequalities, and promoting education and learning.”1 All of these would benefit health.  …”
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Islamic Religious Education Based on Inter-Religious Tolerance at the Elementary School by Susari Susari, Upiyani Upiyani, Marzuki Marzuki, Asrowi Asrowi, Rumbang Sirojudin, Wasehudin Wasehudin, Ita Cahyawati

“…This research aims to develop an effective Islamic Religious Education learning strategy in shaping the character of religious tolerance. …”
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Covert Underwater Acoustic Communication Using Marine Ambient Noise Without Detectable Features by Biao Liu, Jianchun Huang, Ning Jia, Biao Wang, Shengming Guo

“…The steganography operation mainly includes three steps: symmetrical division, phase rotation, and time–domain inversion. …”
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Diversified Image Inpainting With Transformers and Denoising Iterative Refinement by Shuzhen Xu, Wenlong Xiang, Cuicui Lv, Shuo Wang, Guanhua Liu

“…We decompose the inpainting problem into two key steps: diversified pre-generation and high-resolution reconstruction. …”
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Research on accurate fire source localization and seconds-level autonomous fire extinguishing technology by Xu Ren, Keyu Qu, Junlong Guo, Hesheng Yin, Bo Huang

“…For firefighting robots, autonomous firefighting technology is the core capability. It includes three steps: flame recognition, fire source location, autonomous firefighting. …”
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The current state of oral epic performing in the Philippines and ways of transmitting / acquiring sacred knowledge by singers and shamans by M. V. Stanyukovich

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Navigating Homeschooling, Parenting, and Work During an Educational Emergency: Insights from Kazakhstan by Janet Helmer, Naureen Durrani, Ghazala Mir, Filiz Polat, Nazerke Karimova, Gulmira Qanay

“…Emergencies disrupt education service delivery; recent global political developments, environmental disasters, and the emergence of new diseases underscore the need for governments and education systems to learn from past crises to better prepare for future challenges. …”
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Weisheit der Völker oder Weisheit auf der Gasse? Nationale Stereotype in polnischen und deutschen Sprichwörtern aus dem 18. und 19. Jahrhundert by Małgorzata Guławska-Gawkowska

“…The postulate formulated in the article concerns taking steps to compare Wander‘s dictionary with the first Polish phraseological dictionary by Samuel Adalberg, „Księga przysłów polskich” (1894). …”
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