Monitoring the Evolving Match Environment in Emergency Medicine 2023 by Anthony Sielicki, Brian Milman, Andrew Little, Miriam Kulkarni, James Morris, Laura Hopson, Michael Kiemeney

“…The Council of Residency Directors Match Task Force sought to characterize the programs that did and did not fill, learn more about their Supplemental Offer and Acceptance Program (SOAP) applicants, determine residency programs’ needs for future NRMP Matches, and inquire what actions program leaders would like to see to promote a healthy future for training in EM. …”
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SurgPointTransformer: transformer-based vertebra shape completion using RGB-D imaging by Aidana Massalimova, Florentin Liebmann, Sascha Jecklin, Fabio Carrillo, Mazda Farshad, Philipp Fürnstahl

“…SurgPointTransformer then uses an attention mechanism to learn the relationship between visible surface features and the complete spine structure. …”
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El fútbol como herramienta para el trabajo de los valores y actitudes en la ESO según las Competencias Básicas (Football as a tool for the job of the values and attitudes in the ES... by David Rodríguez Ruiz

“… Con el presente estudio queremos exponer una experiencia práctica llevada a cabo en el I.E.S. …”
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Constraining the Milky Way Halo Accretion History with Simulated Stellar Halos: Designing the HALO7D-X Survey by Miranda Apfel, Kevin McKinnon, Constance M. Rockosi, Puragra Guhathakurta, Kathryn V. Johnston

“…We present the design for HALO7D-X, a survey of the stellar halo to investigate the accretion history of the Milky Way. …”
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The Canadian Reconciliation Barometer: a rigorous tool for tracking reconciliation in Canada by K. B. Starzyk, K. H. S. Neufeld, K. H. S. Neufeld, I. H. Efimoff, I. H. Efimoff, A. S. M. Fontaine, E. E.-L. White, R. Moran, D. Peachey, L. S. Fontaine, M. A. Welch

“…In Study 1, we wrote 89 self-report items representing 13 factors of reconciliation, which reflected what we learned from Elders, Survivors, and reconciliation leaders. …”
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Challenges of Engaging Primary Care Providers in Specialized Telementoring Education About Sickle Cell Disease for Sickle Cell Specialists: Results from the Sickle Cell Disease Tra... by Lisa M. Shook, DHPE, MA, MCHES, Bailey House, MPH, Christina Bennett Farrell, MPH, Rosalyn Stewart, MD, Sophie Lanzkron, MD, MHS, Allison A. King, MD, MPH, PhD, Taniya Varughese, MSOT, J.J. Strouse, MD, PhD, Marsha Treadwell, PhD, Julie Kanter, MD

“…The SCDTDP grantees created a tailored curriculum of didactic presentations about the management of SCD, especially for PCPs. …”
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Casual-Nuevo Alausí Landslide (Ecuador, March 2023): A Case Study on the Influence of the Anthropogenic Factors by Luis Pilatasig, Francisco Javier Torrijo, Elias Ibadango, Liliana Troncoso, Olegario Alonso-Pandavenes, Alex Mateus, Stalin Solano, Francisco Viteri, Rafael Alulema

“…A large-scale landslide occurred in Alausí, Chimborazo province, causing 65 fatalities and 10 people to disappear, significant infrastructural damage, and the destruction of six neighborhoods. This study presents a detailed case analysis of the anthropogenic factors that could have contributed to the instability of the affected area. …”
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A new treatment approach to conduct disorder and callous-unemotional traits: an assessment of the acceptability, appropriateness, and feasibility of Impact VR by Nicholas D. Thomson, Nicholas D. Thomson, Nicholas D. Thomson, Salpi S. Kevorkian, Salpi S. Kevorkian, Laura Hazlett, Robert Perera, Scott Vrana, Scott Vrana

“…The majority of youth (90%-100%) reported that the skills learned would improve their mental health and relationships with friends, parents, and teachers.DiscussionFindings revealed that youth with CD and key stakeholder groups rate Impact VR favorably and positively. …”
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The Petawawa Research Forest: Establishment of a remote sensing supersite by Joanne C. White, Hao Chen, Murray E. Woods, Brian Low, Sasha Nasonova

“…We identify issues and present opportunities associated with the establishment of a remote sensingsupersite at the PRF, as well as share some of the lessons learned to foster the establishment and open data sharing for othernational and international remote sensing supersites. …”
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Sufficiency-driven business models for rare earth recycling: integrating stakeholder collaboration and customer discovery for sustainable innovation by Chinenye Chinwego, Rosanna Garcia, Daniel McArthur Sehar, Evan MacGregor, Steven Tate, Kenneth Savage, Thaddaeus Zuber, Benjamin Sseruwagi, Daniel Dietrich, Emmanuel Opoku, David Smith, Adam Powell, Brajendra Mishra

“…These case studies highlight best practices, challenges, and lessons learned, providing a comprehensive blueprint for other businesses to follow. …”
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Region‐based fully convolutional networks with deformable convolution and attention fusion for steel surface defect detection in industrial Internet of Things by Meixia Fu, Jiansheng Wu, Qu Wang, Lei Sun, Zhangchao Ma, Chaoyi Zhang, Wanqing Guan, Wei Li, Na Chen, Danshi Wang, Jianquan Wang

“…In this article, the authors develop a region‐based fully convolutional networks with deformable convolution and attention fusion to adaptively learn salient features for steel surface defect detection. …”
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Conclusions by Faidra Filippidou

“…Sections 7.5 and 7.6 present recommendations for further research and final remarks. …”
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Self-Organizing TDMA: A Distributed Contention-Resolution MAC Protocol by Mahsa Derakhshani, Yahya Khan, Duc Tuong Nguyen, Saeedeh Parsaeefard, Atoosa Dalili Shoaei, Tho Le-Ngoc

“…This paper presents a self-organizing time division multiple access (SO-TDMA) protocol for contention resolution aiming to support delay-sensitive applications. …”
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Breaking Barriers to Unleash STEM Futures by Empowering Girls Through Mentorship in Summer Camps by María Martín-Peciña, Antonio Quesada, Ana M. Abril, Marta Romero-Ariza

“…On the last day, the girls presented their research results, sharing their perceptions about the camp and their concerns regarding the role of women in science in an open-door final conference. …”
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Teacher training, coaching and school libraries in rural indigenous Guatemala: A multi-pronged approach to improving reading proficiency by Sarah L. Peller, Amanda M. Marcotte, Ketan, Craig S. Wells, Nancy Press, Maciej Kos

“…These findings will be presented and implications for the Child Aid program and other literacy interventions will be discussed.…”
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Co-designing inclusive community involvement in research: reflections on the I Am More Than… project with people experiencing homelessness by Jim Robertson, Tanya Bailey, Mike Graham, Cathy Beresford, Kate Jupp, Mel Hughes, Siobhan Lennon-Patience, Annabel Wathen, Helena Posnett

“…Focus This paper shares our reflections on the co-design of inclusive community involvement in research, sharing the perspectives of Jim, a community researcher with experience of homelessness, and Lantern Trust – a partner on the project, and the community organisation that supported Jim. We present the challenges, opportunities, and lessons learned, from the perspectives of the community partners, offering recommendations that may be transferable to other researchers and community organisations aiming to work inclusively in research. …”
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Behaviours preceding suicides at railway and underground locations: a multimethodological qualitative approach by Lisa Marzano, Jay-Marie Mackenzie, Jo Borrill, Emily Hawkins, Bob Fields, Ian Kruger, Ian Noonan

“…To reduce suicides and suicide attempts by rail, it is important to learn how safe interventions can be made. However, very little is known about how to identify someone who may be about to make a suicide attempt at a railway location (including underground/subways). …”
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Fully-Gated Denoising Auto-Encoder for Artifact Reduction in ECG Signals by Ahmed Shaheen, Liang Ye, Chrishni Karunaratne, Tapio Seppänen

“…Furthermore, a multi-component loss function is proposed to learn efficient latent representations of ECG signals and provide reliable denoising with maximal morphological preservation. …”
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Sailing together: challenges for an inclusive team of visually impaired and sighted athletes at Kiel Week by Steffen Greve, Frederik Bükers, Paula Bodenstedt, Katrin Steinvoord, Claus Krieger

“…The project originally started with the intention of realizing the joint sailing of sighted and blind athletes. This article presents the scientific monitoring that was carried out at the request of the BAT Sailing Team in order to scrutinize and optimize the practice of the BAT Sailing Team [The name is derived from the word “bat” and alludes the symbolic transfer: cannot see (well) but can fly (or sail)]. …”
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Fuzzy Rule-Based Combination Model for the Fire Pixel Segmentation by Alberto Lopez-Alanis, Hector de-la-Torre-Gutierrez, Arturo Hernandez-Aguirre, Maria T. Orvananos-Guerrero

“…The proposed approach automatically learns the optimal set of fuzzy operators and rules for fire detection to construct a combined model. …”
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