Machine Learning-Based Models for Prediction of Critical Illness at Community, Paramedic, and Hospital Stages by Sijin Lee, Hyun Ji Park, Jumi Hwang, Sung Woo Lee, Kap Su Han, Won Young Kim, Jinwoo Jeong, Hyunggoo Kang, Armi Kim, Chulung Lee, Su Jin Kim

“…This study aims to develop ML-based models for predicting critical illness in the community, paramedic, and hospital stages using Korean National Emergency Department Information System (NEDIS) data. Random forest and light gradient boosting machine (LightGBM) were applied to develop predictive models. …”
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Land Use and Land Cover Change Detection Using Remote Geospatial Techniques: A Case Study of an Urban City in Southwestern, Nigeria by Adenike Olayungbo

“…Remote sensing and Geographical Information System techniques as well as supervised image classification method were used to assess the magnitude of changes in the city over the study period. …”
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Analysis of Travel Mode Choice To Hospitals concerning Socio-Economic Attributes (Case Study: Shiraz Downtown) by sanam afaridi, fereshte ahmadi, ali soltani, mahmood mohamdi

“…Filled questionnaire and geographical information system is used in collecting data. To generate the model, multinomial logit model was used that shows public transport like metro and bus are not the popular modes in access to hospitals. …”
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Clinical features and direct medical cost of splenic injury in China: a cross-sectional study by Yan Liu, Yubo Ma, Qiu Zhang, Yong Chen, Ji-Hong Zhou, Yong Qi

“…Objectives This study analyses the clinical features and direct medical cost (DMC) of splenic injury during 2000–2013 in China.Design This was a cross-sectional study.Methods We used ‘The No. 1 Military Medical Project’ information system to conduct a retrospective study. Patients’ information from 2000 to 2013 were identified. …”
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Urban heat island distribution, transformation, and projection (Case study: Jakarta City in 2000, 2020, and 2040) by Fabiola Candraningtyas Callista, Arkan Maulana Fikri, Suhardono Sapta

“…The methodology includes analyzing Landsat satellite data to map surface temperature and land use changes, processed using geographic information system (GIS) tools. A 2040 projection is made using an urban climate model simulating temperature trends based on urbanization and land use patterns. …”
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Effectiveness of a 2-dose varicella vaccination program in Changzhou, China, during the transitional period (2017–2022): a registry-based case-cohort study by Suting Xiong, Changlei Han, Dan Wu, Xiaomeng Mi, Peipei Zhang, Han Gao, Gan Cao, Fang Yao, Cong Chen, Xufeng Lv

“…Methods Using the Immunization Information System and National Notifiable Infectious Disease Surveillance System registry data, this retrospective case-cohort study assessed the VEs of varicella vaccination for Changzhou children born from 2016 to 2021. …”
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Analyzing precipitation trends in the Cholistan Desert, Pakistan: A statistical and GIS-based study by Haider Shamsheir, Haq Fazlul, Mark Bryan G.

“…Using data from five meteorological stations, we applied a combination of Geographic Information System (GIS) techniques and statistical analyses to assess both seasonal fluctuations and annual trends in precipitation. …”
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Macro-Regional Disparities in Specialized Dental Care for Children in the Brazilian Unified Health System: An Ecological Study by Ricardo Barbosa Lima, Ana Paula Gomes e Moura, Débora Amorim Alves de Aguiar, Paulo Nelson-Filho, Léa Assed Bezerra da Silva, Raquel Assed Bezerra da Silva

“…The number of outpatient dental procedures (ODPs) performed by Pediatric Dentists in the SUS was retrieved by the Outpatient Information System (SIA/SUS), considering the period between 2008 and 2022, as well as the five macro-regions of Brazil. …”
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Drought and flood risk mapping using a GIS-based multi-criteria decision method: A case of the Olifants Basin, South Africa by Luxon Nhamo, James Magidi, Sylvester Mpandeli, Onisimo Mutanga, Stanley Liphadzi, Tafadzwanashe Mabhaudhi

“…In this study, the Analytic Hierarchy Process (AHP), a Multi-criteria Decision Method (MCDM), together with Geographic Information System (GIS) and geostatistical techniques were used to simultaneously detect and assess drought and flood risks in the Olifants River Basin in South Africa. …”
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Investigating automated accounting and auditing in the Blockchain platform with a fuzzy Delphi approach by Payam Noori Doabi, Fereydon Rahnamay Roodposhti, Hamidreza Kordlouie, Hashem Nikoomaram, Ghodratollah Talebnia

“…Purpose: With the aim of understanding and analyzing the current situation and identifying strategic factors of development, performance, and future changes, this research has investigated the features, capabilities, and factors of the blockchain platform and determined the probability of occurrence and its impact on accounting and auditing as an automatic information system.Methodology: This research is interdisciplinary and is based on an event approach in technology-oriented futurology, which is structured with a new point of view arising from theoretical foundations and effective and affected components. …”
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Spatial Planning of Electric Vehicle Infrastructure for Belo Horizonte, Brazil by Evaldo Costa, Arthur Paiva, Julia Seixas, Gustavo Costa, Patrícia Baptista, Brian Ó. Gallachóir

“…Multi-Criteria Decision Making (MCDM), the Weighted Linear Combination (WLC) method, and the Analytical Hierarchy Process (AHP) technique based on the inputs from a group of Brazilian electrical mobility specialists, coupled with a Geographic Information System (GIS) modeling tool, were used for this study. …”
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SPATIAL PLANNING FOR RUBBER AND COFFEE DEVELOPMENT IN KONTUM PROVINCE by Nguyễn Duy Liêm, Trần Thị Mỹ Duyên

“…The study aimed to assess the physical and economic land suitability for perennial agricultural crops (rubber and coffee) in Kontum province using the maximum limitation method of the FAO, cost-benefit analysis and Geographic Information System (GIS). Based on the ecological requirements of each crop and the natural conditions in the study area, the selected land factors were soil type, soil depth, soil texture, elevation, slope, irrigation, rainfall, air humidity, air temperature, the number of dry months, and sunshine hours. …”
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Artificial intelligence applied to bed regulation in Rio Grande do Norte: Data analysis and application of machine learning on the "RegulaRN Leitos Gerais" platform. by Tiago de Oliveira Barreto, Fernando Lucas de Oliveira Farias, Nicolas Vinícius Rodrigues Veras, Pablo Holanda Cardoso, Gleyson José Pinheiro Caldeira Silva, Chander de Oliveira Pinheiro, Maria Valéria Bezerra Medina, Felipe Ricardo Dos Santos Fernandes, Ingridy Marina Pierre Barbalho, Lyane Ramalho Cortez, João Paulo Queiroz Dos Santos, Antonio Higor Freire de Morais, Gustavo Fontoura de Souza, Guilherme Medeiros Machado, Márcia Jacyntha Nunes Rodrigues Lucena, Ricardo Alexsandro de Medeiros Valentim

“…In Rio Grande do Norte, Brazil, the RegulaRN Leitos Gerais platform was the information system developed to register requests for bed regulation for COVID-19 cases. …”
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Cohort profile: the Western Cape Pregnancy Exposure Registry (WCPER) by Landon Myer, Amy L Slogrove, Ushma Mehta, Mary-Ann Davies, Max Kroon, Greg Petro, Alexa Heekes, Andrew Boulle, Karen Fieggen, Chantal Stewart, Ayesha Osman, Natasha Rhoda, Emma Kalk, Florence Phelanyane, Jonathan Euvrard, Stefan Gebhardt, Kim Anderson

“…Analysis of key obstetric and neonatal health indicators derived from the PER are consistent with the aggregate data in the District Health Information System.Future plans This represents significant infrastructure, able to address clinical and epidemiological concerns in a low/middle-income setting.…”
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Analysis of potential landslides and local wisdom approaches in dealing with them in the Naga Traditional Village Area, Tasikmalaya Regency by Marlyono Setio Galih, Mustofa Romy Faisal, Wahyu Firdaus Dede, Arini Chaerunnisa, Danawijaya Indra

“…The method used is a scoring and weighting method using a Geographic Information System (GIS), which involves several thematic data, namely data on land use, rainfall, soil type, geology and slope in the research area, which is adjusted to the estimation model from Puslittanak. …”
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A Nomogram Model for Mortality Risk Prediction in Pulmonary Tuberculosis Patients Subjected to Directly Observed Treatment Shortcourse (DOTS) by Yi Xie, Jing Han, Weili Yu, Zhili Hou, Zhen Wan

“…The retrospective cohort analysis was conducted on the treatment outcomes of 11207 tuberculosis patients in the tuberculosis management information system in Tianjin from 2014 to 2019. Based on the multivariable unconditional logistic regression, we analyzed the risk factors of mortality in patients with pulmonary TB and established the death risk prediction nomogram. …”
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Impacts of Land Use on Soil Erosion: RUSLE Analysis in a Sub-Basin of the Peruvian Amazon (2016–2022) by Moises Ascencio-Sanchez, Cesar Padilla-Castro, Christian Riveros-Lizana, Rosa María Hermoza-Espezúa, Dayan Atalluz-Ganoza, Richard Solórzano-Acosta

“…The present study aimed to evaluate the increase in erosion levels, at a sub-basin of the central–eastern Amazon of Peru, in a Geographic Information System (GIS) environment. The revised universal soil loss equation (RUSLE) model was used for assessing the effect of vegetation cover change from 2016 to 2022. …”
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Uncertainties in Earthquake Risk Assessment for Disaster Planning by Yasin Fahjan, Ferhat Pakdamar, Yaşasın Eryılmaz, Fatma Kara

“…The earthquake hazard estimation and risk assessment computation were performed utilizing geographic information system based software AFAD-RED. The software combines the scenario based seismic hazard procedure with the existing building inventories and soil data for the risk estimations. …”
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Nitrate Relationships between Stream Baseflow, Well Water, and Land Use in the Tomorrow-Waupaca Watershed by Henry Lin, Rebecca Cook, Byron Shaw

“…In addition, over 3500 test results from private wells in the watershed were compiled and mapped using a Geographic Information System (GIS). Nitrate concentrations in stream baseflow and well waters were found to have strong positive correlation in the sub-basins of second order or higher. …”
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Profile and Geospatial Analysis of Dog Bite Cases Attending the Antirabies Vaccine Outpatient Department at the Tertiary Level Hospital of Mumbai by Dinesh Asokan, Anjali Mall, Lalit Sankhe, Nagaraj Jaganathasamy, Geeta Pardeshi

“…Quantum Geographic Information System (QGIS) was utilized for spatial distribution analysis, identifying hotspots within the urban area. …”
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