A Novel Approach for Visual Speech Recognition Using the Partition-Time Masking and Swin Transformer 3D Convolutional Model by Xiangliang Zhang, Yu Hu, Xiangzhi Liu, Yu Gu, Tong Li, Jibin Yin, Tao Liu

“…This paper proposes a lip reading data augmentation method—Partition-Time Masking (PTM)—to address these challenges and improve lip reading models’ performance and generalization ability. Applying nonlinear transformations to the training data enhances the model’s generalization ability when handling diverse speakers and environmental conditions. …”
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Prevalence and associated factors of visual impairment among preschool children in selected kindergarten schools in Addis Abeba, Ethiopia,2023 cross-sectional study by Kirubel Asmelash, Hanna Gebre, Girum W. Gebriel Gesese, Yordanos Girma, Hiwot Berhanu Andualem

“…Correlation analysis and binary logistic regression were performed to assess factors affecting visual impairment. …”
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Design and evaluation of a problem-based learning VR module for apparel fit correction training. by Aditi Galada, Fatma Baytar

“…Results indicated that the training module significantly improved spatial visualization and fit correction skills. …”
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Improvised Femoral Nerve Block Model Using Everyday Items: An Affordable Alternative for Medical Training by Aysha Simran Haris, Wasim Ahmed, Martin Joseph, Tasnim Ahmed

“…Background : Nerve blocks have emerged as a revolutionary approach for managing pain and reducing opioid dependence among patients. Performing nerve blocks under ultrasound guidance in the emergency department (ED) is considered an effective and minimally invasive procedure that can be performed by adequately trained ED physicians. …”
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Comparison of ILM peeling vs. inverted ILM flap for macular hole closure and visual outcomes: systematic review and meta-analysis by Reynaldo, Nadilla Garyudanefi, Puranto Budi Susetyo

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Effect of a period of resistive and balance exercises on the balance of cerebral palsy children: a case study by Mehrnoosh Esmailiyan, Seyyed Mohammad Marandi, Fahimeh Esfarjani

“…The aim of this study was to evaluate the effect of two months of resistive and balance training on the balance of children with diplegic cerebral palsy. …”
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The Activation of the Mirror Neuron System during Action Observation and Action Execution with Mirror Visual Feedback in Stroke: A Systematic Review by Jack J. Q. Zhang, Kenneth N. K. Fong, Nandana Welage, Karen P. Y. Liu

“…To evaluate the concurrent and training effects of action observation (AO) and action execution with mirror visual feedback (MVF) on the activation of the mirror neuron system (MNS) and its relationship with the activation of the motor cortex in stroke individuals. …”
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Assessing the performance and explainability of an avalanche danger forecast model by C. Pérez-Guillén, F. Techel, M. Volpi, A. van Herwijnen

“…Therefore, the presented approach and visualization could also be employed as a training tool for new forecasters, highlighting relevant parameters and thresholds. …”
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PyGlaucoMetrics: A Stacked Weight-Based Machine Learning Approach for Glaucoma Detection Using Visual Field Data by Mousa Moradi, Saber Kazeminasab Hashemabad, Daniel M. Vu, Allison R. Soneru, Asahi Fujita, Mengyu Wang, Tobias Elze, Mohammad Eslami, Nazlee Zebardast

“…<i>Materials and Methods</i>: We analyzed a subset of 33,636 participants (58% female) with 340,444 visual fields (VFs) from the Mass Eye and Ear (MEE) dataset. …”
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Neural Networks Method in modeling of the financial company’s performance by I. P. Kurochkina, I. I. Kalinin, L. A. Mamatova, E. B. Shuvalova

“…It makes possible the practical realization of the effective management idea - management of key performance indicators, which certainly includes the indicators of financial performance of economic entities.An important place in this process is given to the construction and calculation of factorial systems of economic indicators. …”
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Aircraft Skin Damage Visual Testing System Using Lightweight Devices with YOLO: An Automated Real-Time Material Evaluation System by Kuo-Chien Liao, Jirayu Lau, Muhamad Hidayat

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Effect of rehabilitation training based on HT-CHC mode on cognitive ability of children with specific learning disabilities by LUO Dandan, SHEN Min

“…After diagnosis， they were assessed for cognitive abilities by the Sensory Integration Developmental Scale， Rapid Naming （Numbers， Figures）， Writing Performance Assessment Scale， No-Motion Visual Perception Test （MVPT-4）， Attention Deficit Checklist. …”
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Dance Training Shapes Action Perception and Its Neural Implementation within the Young and Older Adult Brain by Louise P. Kirsch, Nadine Diersch, Dilini K. Sumanapala, Emily S. Cross

“…Functional MRI was obtained prior to and immediately following training. Participants’ behavioural performance on motor and visual tasks improved across the training period, with younger adults showing steeper performance gains than older adults. …”
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Thorax, Trachea, and Lung Ultrasonography in Emergency and Critical Care Medicine: Assessment of an Objective Structured Training Concept by Raoul Breitkreutz, Martina Dutiné, Patrick Scheiermann, Dorothea Hempel, Sandy Kujumdshiev, Hanns Ackermann, Florian Hartmut Seeger, Armin Seibel, Felix Walcher, Tim Oliver Hirche

“…Trainees’ pre- and posttest performances were assessed by multiple choice questionnaires, visual perception tests by interpretation video clips, practical performance of LUS, and identification of specific ultrasound findings. …”
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Cognitive Aftereffects of Acute tDCS Coupled with Cognitive Training: An fMRI Study in Healthy Seniors by P. Šimko, M. Pupíková, M. Gajdoš, I. Rektorová

“…In a randomized double-blind crossover study, we investigated the acute behavioral and neural aftereffects of bifrontal and frontoparietal transcranial direct current stimulation (tDCS) combined with visual working memory (VWM) training on 25 highly educated older adults. …”
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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

“…We added semantic information to action categories by treating textual and visual label as training examples for action classifier construction rather than simply labelling them with numbers. …”
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A pilot study for self-guided, active robotic training of proprioception of the upper limb in chronic stroke by Duncan T. Tulimieri, GilHwan Kim, Joanna E. Hoh, Fabrizio Sergi, Jennifer A. Semrau

“…Currently, most robotic paradigms for training of the upper limb have focused solely on improving motor function or have targeted proprioception in individuals with combined use of visual feedback. …”
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Outliers and anomalies in training and testing datasets for AI-powered morphometry—evidence from CT scans of the spleen by Yuriy Vasilev, Yuriy Vasilev, Anastasia Pamova, Tatiana Bobrovskaya, Anton Vladzimirskyy, Anton Vladzimirskyy, Olga Omelyanskaya, Elena Astapenko, Artem Kruchinkin, Novik Vladimir, Kirill Arzamasov, Kirill Arzamasov

“…IntroductionCreating training and testing datasets for machine learning algorithms to measure linear dimensions of organs is a tedious task. …”
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Training Simulator for Acquiring Operational Skill to Operate Overhead Traveling Crane while Suppressing Load Sway by Yoshiyuki Noda, Ryuki Hoshi, Akihiro Kaneshige

“…The efficacy of the proposed skill training approach with the crane simulator was verified through experiments whereby novices used the crane simulator to perform the task of transporting a load while suppressing load sway.…”
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Effect of psychological skills training on reaction time and strategic thinking in competitive badminton- a systematic review by Eval Edmizal, Donie Donie, Eri Barlian, Wilda Welis, Tjung Hauw Sin, Umar Umar, Padli Padli, Mottakin Ahmed, Jeki Haryanto, Piyush Bhatnagar

“…Psychological skills training, which includes attention regulation, stress management, visualization, and emotion regulation, has been identified as an essential factor supporting improving athletes' performance in various sports. …”
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