Intrafraction motion and impact of margin reduction for MR‐Linac online adaptive radiotherapy for pancreatic cancer treatments by Ashleigh Fasala, Madeline Carr, Yolanda Surjan, Parmoun Daghigh, Jeremy deLeon, Abbey Burns, Vikneswary Batumalai

“…Abstract Introduction Online adaptive radiotherapy is well suited for stereotactic ablative radiotherapy (SABR) in pancreatic cancer due to considerable intrafractional tumour motion. …”
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FraudGNN-RL: A Graph Neural Network With Reinforcement Learning for Adaptive Financial Fraud Detection by Yiwen Cui, Xu Han, Jiaying Chen, Xinguang Zhang, Jingyun Yang, Xuguang Zhang

“…We propose a novel GNN architecture, Temporal-Spatial-Semantic Graph Convolution (TSSGC), which simultaneously captures temporal patterns, spatial relationships, and semantic information in transaction data. The RL component, implemented as a Deep Q-Network (DQN), dynamically adjusts the fraud detection threshold and feature importance, allowing the model to adapt to evolving fraud patterns and minimize detection costs. …”
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Cross-modal learning with multi-modal model for video action recognition based on adaptive weight training by Qingguo Zhou, Yufeng Hou, Rui Zhou, Yan Li, JinQiang Wang, Zhen Wu, Hung-Wei Li, Tien-Hsiung Weng

“…In this study, an effective Vision-Language action recognition adaptation was implemented based on few-shot examples spanning different modalities. …”
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An Adaptive Neural Network Fuzzy Sliding Mode Controller for Tracking Control of Deep-Sea Mining Vehicles by Shidong Wang, Zida Shan, Jialuan Xiao, Junjun Cao, He Zhang, Nan Sun

“…To enhance disturbance rejection, an adaptive mechanism is applied to the RBFNN output weighting matrix. …”
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Single-Source and Multi-Source Cross-Subject Transfer Based on Domain Adaptation Algorithms for EEG Classification by Rito Clifford Maswanganyi, Chunling Tu, Pius Adewale Owolawi, Shengzhi Du

“…In this case, to evaluate the effect of STS and MTS transfer schemes on classification performance, domain adaptation algorithms (DAA)—including ML algorithms implemented through a traditional BCI—are compared, namely, manifold embedded knowledge transfer (MEKT), multi-source manifold feature transfer learning (MMFT), k-nearest neighbor (K-NN), and Naïve Bayes (NB). …”
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Systematic review on evaluation tools applicable to One Health surveillance systems: A call for adapted methodology by Sarah Mediouni, Claire Ndione, E. Jane Parmley, Thomas G. Poder, Hélène Carabin, Cécile Aenishaenslin

“…Developing and implementing effective surveillance programs for infectious diseases (ID) and antimicrobial resistance (AMR) requires the integration of information across relevant disciplines and sectors. …”
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Adaptation and validation of the Indonesian version of the early feeding skill assessment tool for low birth weight infants by Suni Hariati, Erfina Erfina, Andi Dwi Bahagia Febriani, Ema Alasiry, Asriaty Asriaty, Haerani Haerani

“…This study aimed to translate, adapt, and psychometrically validate the original English version of the Early Feeding Skill Assessment Tool (EFS) into the Indonesian language. …”
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Cultural adaptation of clinic-based pediatric hiv status disclosure intervention with task shifting in Eastern Uganda by Joseph Kirabira, Janet Nakigudde, Keng-Yen Huang, Scholastic Ashaba, Harriet Nambuya, Yesim Tozan, Lawrence H. Yang

“…Conclusion This study emphasized that whereas some aspects of intervention can apply to various contexts, there is a need for cross-cultural adaptation of interventions before being implemented in settings where they were not developed.…”
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Angiogenesis Dynamics: A Computational Model of Intravascular Flow Within a Structural Adaptive Vascular Network by Sahar Jafari Nivlouei, Ana Guerra, Jorge Belinha, Naside Mangir, Sheila MacNeil, Christiane Salgado, Fernando Jorge Monteiro, Renato Natal Jorge

“…An adaptive network is introduced to consider capillary responses to hemodynamic and metabolic stimuli, reporting structural diameter changes across the generated vasculature network. …”
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Adapting Features from the SIOP Component: Lesson Delivery to English Lessons in a Colombian Public School by Rativa Murillo Hollman Alejandro

“…The findings demonstrated that the overuse of Spanish–the students’ mother tongue–was </span><span style="font-size: 10px;">reduced when in addition to implementing the lesson delivery component, the teacher developed vocabulary </span><span style="font-size: 10px;">activities. …”
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AI-driven online adaptive radiotherapy in prostate cancer treatment: considerations on activity time and dosimetric benefits by Francesco Preziosi, Althea Boschetti, Francesco Catucci, Claudio Votta, Luca Vellini, Sebastiano Menna, Flaviovincenzo Quaranta, Elisa Pilloni, Andrea D’Aviero, Michele Aquilano, Carmela Di Dio, Martina Iezzi, Alessia Re, Antonio Piras, Marco Marras, Francesca Gruosso, Domenico Piro, Danila Piccari, Luca Tagliaferri, Maria Antonietta Gambacorta, Luca Indovina, Gian Carlo Mattiucci, Davide Cusumano

“…Abstract Aims Recent advances in Radiotherapy have led to the development of online adaptive RT (oART), a procedure addressing inter-fraction anatomical variations. …”
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Neural Adaptive Nonlinear MIMO Control for Bipedal Walking Robot Locomotion in Hazardous and Complex Task Applications by Belkacem Bekhiti, Jamshed Iqbal, Kamel Hariche, George F. Fragulis

“…This paper introduces a robust neural adaptive MIMO control strategy to improve the stability and adaptability of bipedal locomotion amid uncertainties and external disturbances. …”
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Automatic Modal Wavefront Estimation and Correction for Optical Aberration by Xiaomin Lai, Chen Xu, Yafeng Liu, Kaihua Wei, Kaihua Wu

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Psychiatric service staff perceptions of implementing a shared decision-making tool: a process evaluation study by Ulla-Karin Schön, Katarina Grim, Lars Wallin, David Rosenberg, Petra Svedberg

“…Method: The implementation was studied through a process evaluation utilizing both quantitative and qualitative methods. …”
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Implementation of hybrid simulation training to promote collective and self-efficacy in medical students: a two-pronged approach by Calvin Yuk Wang Tam, John Ian Wilzon T. Dizon, Simon Wai Ching Sin, Gloria Kai Yan Tang, Victor Yuk Wah Lai, Yvonne Yin Wong, Fraide A. Ganotice, Pauline Yeung Ng

“…As software development readily adapts in providing point-of-care learner feedback, hybrid SBT should become more widely implemented to fully harness its potential.…”
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Perspectives on barriers to implementing WHO’s five keys to safer food in resource-limited rural areas of developing countries by Vitowe Batch, Vitowe Batch, Martina Kress, Aggrey Pemba Gama, Tinna Ng’ong’ola-Manani, Gabriella Chiutsi-Phiri, Ponyadira Leah Corner, Save Kumwenda, Chikumbusko Kaonga, Mphatso Kamndaya, Maurice Monjerezi, John F. Leslie, Limbikani Matumba

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A novel “conceive, design, implement, operate (CDIO)” framework for evaluating artificial intelligence–generated scholarly manuscripts by Aji Prasetya Wibawa, Anik Nur Handayani, Prananda Anugrah, Agung Bella Putra Utama

“…This paper introduces a novel application of the “conceive, design, implement, operate (CDIO)” framework to improve the thoroughness and organization of academic editorial review processes. …”
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INSIGHT INTO THE IMPLEMENTATION OF THE IFS FOOD VERSION 8 REQUIREMENTS IN THE FOOD SAFETY MANAGEMENT SYSTEM: KEY STEPS AND BENEFITS by MARIANA-LILIANA PĂCALĂ, CIPRIAN CĂPĂȚÂNĂ, SIMONA OANCEA

“…The study employed the action research method, combining the theoretical analysis of specialized literature with practical application in a food company, with the aim of facilitating the implementation process by identification of the key steps for the successful implementation of IFS Food v8 requirements. …”
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Design, Analysis and Implementation of Rectangular Variable Cross-section Pipe Film Placing Robots in Nuclear Power Plant by Zhang Pengfei, Wang Rui, Wu Jianrong

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Implementing psychosocial interventions for teachers' mental health: Protocol for integrating scoping review with teachers lived experiences in LMICs. by Kanika Malik, Sadananda Reddy, Yasmine A Shilla, Aditi Khanna, Ranya R Kaurr, Abbey Boban

“…By integrating insights from teachers with relevant lived experiences, the study will provide practical guidelines for adapting and implementing psychosocial interventions among school teachers in LMICs.…”
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