Inclusive health for people with disabilities in Chile: a national health system assessment by Danae Rodríguez Gatta, Constanza Piriz Tapia, Elvira Tagle Schmidt, Jimena Luna Benavides, Daniel Vivar Jara, Rodrigo Moreno Celis, Gonzalo Tobar Carrizo, Judit Vilaró Cáceres, Phyllis Heydt, Lena Morgon Banks, Hannah Kuper

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Prevalence and associated factors of myopia among school children in Bahir Dar city, Northwest Ethiopia, 2019. by Abel Sinshaw Assem, Mebratu Mulusew Tegegne, Sofonias Addis Fekadu

“…<h4>Background</h4>Myopia is the leading cause of correctable visual impairment and preventable blindness worldwide. …”
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Transport Personnel Health Cohort (TRAPHEAC): study protocol and methodological considerations by Irina Guseva Canu, Viviane Fiona Mathilde Remy

“…The three existing cohorts have limited exposure data, collected at baseline and thus uninformative on exposure and exposure-effect dynamics. …”
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MRI-based 2.5D deep learning radiomics nomogram for the differentiation of benign versus malignant vertebral compression fractures by Wenhua Liang, Hong Yu, Lisha Duan, Xiaona Li, Ming Wang, Bing Wang, Jianling Cui

“…Through a feature fusion strategy, this study integrated eight machine learning architectures to construct a predictive framework, ultimately establishing a visualized risk assessment scale based on multimodal data (including clinical indicators and Rad features).The performance of the various models was evaluated using the receiver operating characteristic (ROC) curve.ResultsThe standalone Rad model using ExtraTrees achieved AUC=0.801 (95%CI:0.693-0.909) in testing, while the DL model an AUC value of 0.805 (95% CI: 0.690-0.921) in the testing cohort. …”
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The re-actualization of Makidhipuh Wayang movement as immaterial culture in Garin Nugroho’s film “Setan Jawa” by Agustina Kusuma Dewi, Ganis Resmisari, Mohamad Arif Waskito, Iyus Kusnaedi, Adi Surahman

“…Applying a case study methodology bolstered by visual data analysis through “Setan Jawa” documentation and making reference to the movement classification system for shadow puppets derived from Roger Long’s research (1979), the results of this study show a semiosis of movement that imaginatively transposes the movements of puppets, including makidhipuh, in the film “Setan Jawa”. …”
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Factors affecting the design of the management dashboard framework with an emphasis on the components of human resources productivity by Hassan Barmaki, Farshad Faezy Razi, Ehtesham Rashidi

“…Delphi method was used to analyze the data. The findings of the research showed that after collecting data and conducting interviews and conducting the Delphi method, 15 dimensions and 53 indicators were counted in the final model in 4 main components. …”
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A Life course approach to investigate breast cancer and migration in the greater Paris area: the SENOVIE study protocol by Valéry Ridde, Fanny Chabrol, Emmanuel Bonnet, Annabel Desgrées du Loû, Joseph Larmarange, Anne Gosselin, Annabel Desgrées du Loû, Karna Coulibaly, Hamidou Niangaly, Clémence Schantz, Luis Teixeira, Gaëtan Des Guetz, Hamid Hocini, Laurent Zelek, Moufalilou Aboubakar, Myriam Baron, Gaëtan Des Guetz, Pascale Hancart Petitet, Beauta Rath, Bakary Abou Traoré, Anthelme K Agbodande, Mena Agbodjavou, Audrey Bochaton, Sarah Boisson, Tararath Bun, Abdourahmane Coulibaly, Justin Lewis Denakpo, Kadiatou Faye, Freddy Gnangnon, Sineath Hong, Vannarith Kao, Léa Prost Lançon, Kimsonphanuth Muy, Julie Robin, Hélène Sacca, Laetitia Someil, Angéline Tonato Bagnan, Alassane Traoré

“…To analyse the quantitative data collected, descriptive analyses will be used to visualise trajectories (sequence analysis), along with longitudinal analysis methods (survival models and duration models).Ethics and dissemination The study is conducted in accordance with the Declaration of Helsinki. …”
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Flying Robots Teach Floating Robots—A Machine Learning Approach for Marine Habitat Mapping Based on Combined Datasets by Zacharias Kapelonis, Georgios Chatzigeorgiou, Manolis Ntoumas, Panos Grigoriou, Manos Pettas, Spyros Michelinakis, Ricardo Correia, Catarina Rasquilha Lemos, Luis Menezes Pinheiro, Caio Lomba, João Fortuna, Rui Loureiro, André Santos, Eva Chatzinikolaou

“…The methodology implements a machine learning scheme, where knowledge obtained from UAV imagery is embedded (through training) into a classifier that utilizes acoustic backscatter intensity and features derived from the MBES data provided by an ASV. Accuracy and precision scores of greater than 85% compared with visual census ground-truth data for both optical and acoustic classifiers indicate that this hybrid mapping approach is promising to mitigate the depth-induced bias in UAV-only models. …”
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Collaboration to Enhance Culture and Arts on Pulau Ketam Malaysia as a Strengthening of Socio-Cultural Identity by Dona Prawita Arissuta, Achmad Nur Kholis

“…Fine art is part of a visual product that can be a medium to enter the community on Ketam Island. …”
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Vision-Degree-Driven Loading Strategy for Real-Time Large-Scale Scene Rendering by Yu Ding, Ying Song

“…Large-scale scene rendering faces challenges in managing massive scene data and mitigating rendering latency caused by suboptimal loading sequences. …”
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Teachers competencies in evaluating digital sources and tackling disinformation: implications for media literacy education by Nicola Bruno, Annamaria De Santis, Stefano Moriggi

“… This study examines teachers’ competencies in evaluating digital content and tackling disinformation through analysis of pre-test data from 243 Italian primary and secondary school teachers participating in a media literacy training program. …”
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Effects of neighborhood streetscape on the single-family housing price: Focusing on nonlinear and interaction effects using interpretable machine learning. by Jaewon Han, Ayoung Woo, Sugie Lee

“…We used transaction data for 13,776 single-family housing sales between 2017 and 2019. …”
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Correlation of central corneal thickness and Goldmann applanation tonometry among Filipinos by Ma. Margarita L. Lat-Luna MD, Paul I. Guerrero, MD, John Vincent Policarpio D. Flores, MD, MS Epi

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Polar Value Analysis of Corneal Astigmatism in Intrastromal Corneal Ring Segment Implantation by Chang Rae Rho, Min-Ji Kim, Choun-Ki Joo

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A Comporative Study on 8. Class Native Language Textbooks: The Case of Turkey and USA by İsmail Güleç, Tuğba Demirtaş

“…Since this study is aimed at determining the status, it has the nature of a descriptive study. The data in this study are grouped under three groups namely visual design (page design, text design and the designs of the visual elements), fields of learning (reading-writing-speaking-listening) , arrangement of the contents (type, theme) and these themes were compared with each other. …”
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Monocular VO Based on Deep Siamese Convolutional Neural Network by Hongjian Wang, Xicheng Ban, Fuguang Ding, Yao Xiao, Jiajia Zhou

“…It employs supervised data-driven training without relying on any modules in traditional visual odometry algorithm to make the DSCNN to learn the geometry information between consecutive images and estimate a six-DoF pose and recover trajectory using a monocular camera. …”
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Validating the utility of the Kestenbaum number in various types of optic atrophy by Madhurima A. Nayak, Sagar Agarwal, Akshata Charlotte, Krishna Vaitheeswaran, N. Srikant

“…The data were analyzed using one-way analysis of variance and Pearson correlation. …”
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“What we ordered”: a multimodal framing analysis of the memetic representation of the Obidient movement in Nigeria by Adebomi Oluwayemisi Olusola

“…Reading images: The grammar of visual design, 2nd edn. London: Routledge) grammar of visual design and Kuypers (2002. …”
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From pixels to policy: evaluating the behavioural impact and cost effectiveness of picture nudges in water conservation at university residences by Rasaq Raimi, Andrew Phiri

“…Our study examines the impact of visual nudges on encouraging water-saving behavior in response to the water shortage in Nelson Mandela Bay. …”
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Analysis of comprehensive biomolecules in critically ill patients via bioinformatics technologies by Hisatake Matsumoto, Hiroshi Ogura, Jun Oda

“…The development of these methods is expected to visualize the heterogeneity of patient backgrounds and lead to personalized therapy.…”
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