An adaptive dual distillation framework for efficient remaining useful life prediction by Xiang Cheng, Jun Kit Chaw, Shafrida Sahrani, Mei Choo Ang, Saraswathy Shamini Gunasekaran, Moamin A. Mahmoud, Halimah Badioze Zaman, Yanfeng Zhao, Fuchen Ren

“…To address this challenge, we present an Adaptive Dual Distillation Framework (A-DDF) that transfers knowledge from a large LSTM teacher model to a lightweight bidirectional Gated Recurrent Unit (GRU) student model. …”
Get full text

Pilot study of ASSORT (AI-based Symptom Stratification in Ophthalmology for Rapid Triage): a triage tool for ophthalmic emergencies by Claudio Xompero, Lorenzo Rossi, Francesca Amoroso, Antonio Bechara Ghobril, Diana Elena Ionita, Eric H. Souied, Carl-Joe Mehanna

“…Further refinements such as reinforcement learning and multimodal input, as well as large-scale validation are needed to improve accuracy and reduce unnecessary emergency classifications before clinical implementation.…”
Get full text

PULLER®: ferramenta educativa para auxílio ao aprendizado sobre proteção radiológica by JAQUELINE SANT' ANNA LAUREANO PEREIRA, DANIEL LAUREANO PEREIRA, SAMUEL QUEIROZ PELEGRINELI, JOSONILTON COSTA MORAES RÊGO, LUCIANO SANTA RITA OLIVEIRA

“…ABSTRACT The use of smartphones in education, although restricted, its potential is evident in terms of interaction and mobility. This study presents the development of the PULLER® mobile application in the context of radiation protection education. …”
Get full text

Algorithm reality – intentionality and instrumentality by  V. Е. Kukel

“…This article presents a philosophical analysis of algorithms through the synthesis of Edmund Husserl’s concept of intentionality and Martin Heidegger’s instrumentality, revealing their ontological status as phenomena that connect consciousness and practical activity. …”
Get full text

The design, performance and organizational impact of a point-of-care ultrasound (POCUS) elective for internal medicine residents by Harry Kuperstein, Werda Alam, Azzam Paroya, Kinner Patel, Sahar Ahmad

“…This course integrates self-directed learning and supervised hands-on practice to deliver effective resident education in POCUS. …”
Get full text

Covalent integration of polymers and porous organic frameworks by Md Amjad Hossain, Kira Coe-Sessions, Joe Ault, Felix O. Gboyero, Michael J. Wenzel, Bhausaheb Dhokale, Alathea E. Davies, Qian Yang, Laura de Sousa Oliveira, Xuesong Li, John O. Hoberg

“…To investigate the unique properties and functions of these resultant hybrid materials, the characterization techniques, including nuclear magnetic resonance spectroscopy (NMR), Fourier transform infrared spectroscopy (FTIR), X-ray diffraction (XRD), thermogravimetric analysis (TGA), transmission electron microscopy (TEM) and scanning electron microscopy (SEM), gas adsorption analysis (BET) and computational modeling and machine learning, are also presented. The ability of polymer-POFs to manipulate the pore environments at the molecular level affords these materials a wide range of applications, providing a versatile platform for future advancements in material science. …”
Get full text

Bridging theory and practice: a scoping review protocol on gamification’s impact in clinical reasoning education by Sze-Yuen Yau, Ching-Yi Lee, Hung-Yi Lai, Ching-Hsin Lee, Mi-Mi Chen, Po-Jui Chen

“…By incorporating game-like elements into the learning environment, gamification strives to enhance engagement, motivation and knowledge retention. …”
Get full text

Potential diagnostic and therapeutic gene in chronic low back pain through pyroptosis modulation: A silico study based on the dataset analysis by Jintao Guo, Tao Sun

“…The WGCNA revealed 11 co-expression modules, with the blue module presenting the utmost positive connection to pyroptosis. …”
Get full text

Bridging human and machine intelligence: Reverse-engineering radiologist intentions for clinical trust and adoption by Akash Awasthi, Ngan Le, Zhigang Deng, Rishi Agrawal, Carol C. Wu, Hien Van Nguyen

“…These results highlight the system's potential to enhance diagnostic accuracy and support continuous learning in radiology.…”
Get full text

Exploring the role of digital technology for feedback exchange in clinical training: a scoping review by Veena S. Singaram, Rayishnee Pillay, Esther L. Mbobnda Kapche

“…Digital tools explored for feedback included web-based and social sites, smart device applications, virtual learning environments, virtual reality, and artificial intelligence. …”
Get full text

Conflict management training for future educators by N. A. Sokolova, N. V. Sivrikova, E. G. Chernikova, T. G. Ptashko, E. M. Harlanova, S. V. Roslyakova

“…In the course of professional training of future teachers in universities, the formation of conflict competence is not paid due attention, so there is a need to determine the role, content and learning technologies for conflict management training of future teachers.The aim of the present publication is to evaluate the effectiveness of conflict management training technology for future teachers.Methodology and research methods. …”
Get full text

THE OPTIMISATION OF PARENTING PERSONAL POTENTIAL AS AN ASPECT OF SUPPORT FOR FAMILIES OF CHILDREN WITH MOVEMENT DISORDERS by N. A. Dubrovina, E. S. Naboichenko

“…In the system of preschool education, parents are full participants of the learning process. It is highly problematic to provide the efficiency of the educational process without involving parents, especially, in the case of younger children with special healthcare needs (CSHCN). …”
Get full text

Utvikling av barnehageansattes relasjonskompetanse i samspill med små barn by Charlotte Johannessen, Ellen Os

“…Through the project, the kindergarten functioned as a learning organisation.    …”
Get full text

Evaluation in Our New Normal Environment: Navigating the Challenges with Data Collection by Nadini Persaud, Ruby Dagher

“… Background: Data collection is a critical component of all evaluations. However, it often presents a number of challenges under the best of circumstances. …”
Get full text

Effectiveness of the application of a digitalized repository on the quality of graduate and post-graduate education in the field of physical medicine and rehabilitation by Ivet B. Koleva, Ivet B. Koleva, Ivet B. Koleva, Borislav R. Yoshinov, Radoslav R. Yoshinov

“…The majority of learners consider the electronic repository useful.Conclusion and recommendationsThe authors consider this electronic library (with books, manuals, video-presentations and case studies) a valuable resource in both graduate and post-graduate education within the rehabilitation field. …”
Get full text

Consumer and community involvement: implementation research for impact (CCIRI) – implementing evidence-based patient and public involvement across health and medical research in Au... by Ashley H. Ng, Sandra Reeder, Angela Jones, Ainslie Cahill, Debra Langridge, Susanne Baker, Leah Heiss, Alan Dorin, Helena Teede

“…Methods The Consolidated Framework for Implementation Research and the Learning Health System framework underpin the project to facilitate an iterative process to change systems and individual behaviour towards adoption of CCI in health and medical research and healthcare improvement. …”
Get full text

¿Y si toda la innovación no es positiva en Educación Física? Reflexiones y consideraciones prácticas (Is innovation always positive in Physical Education? Reflections and practical... by Ángel Pérez Pueyo, David Hortigüela Alcalá

“…Based on scientific evidence, five common practice aspects to reflect upon in our field have been proposed: (1) Misunderstood gamification; (2) indiscriminate use of APPs: (3) poorly focused cooperative learning; (4) true motivation; and (5) evidences of students’ learnings. …”
Get full text

Proyecto educativo Olimpízate: objetivos, metodología y actividades para enseñar olimpismo en los centros de educación secundaria (Olimpízate, an educational project: objectives, m... by José Luis Jorquera García, Alejandro Leiva Arcas, Juan Manuel Molina Morote, Antonio Sánchez Pato

“…Materials have been presented as a way to promote learning and participation, to encourage critical thinking, to contribute to personal and social development of students, to discover the Olympic reality, its history and symbolism, and to promote and inculcate the Olympic values within the education community. …”
Get full text

Calidad de la educación médica superior en la formación del profesional de la salud by Juan de la Rosa de la Rosa, Yurisan Rosales Casabielles, Nelson Velázquez Hechavarría

“…Palabras clave: recursos humanos, calidad, pertinencia, evaluación     ABSTRACT   Quality takes a leading role at present for the National Health System and particularly in the formation of human resources which require professionals prepared to develop difficult tasks regarding their performance. …”
Get full text

Valoración de los docentes de la presencia de los museos de ciencias en Internet / Teachers' assessment of the presence of science museums on the Internet by Francisco Javier Robles-Moral

“…Pero, la experiencia en estos centros no termina ni empieza en la visita física, sino que hay una continuación de la experiencia a través de Internet, ya sea por medio de páginas webs o de las redes sociales. El presente trabajo se ha centrado en analizar la valoración de los docentes de la presencia de los museos de ciencias españoles en Internet, bajo el prisma de la educación. …”
Get full text