Identification of confounders and estimating the causal effect of place of birth on age-specific childhood vaccination by Ashagrie Sharew Iyassu, Haile Mekonnen Fenta, Zelalem G. Dessie, Temesgen T. Zewotir

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lab2clean: a novel algorithm for automated cleaning of retrospective clinical laboratory results data for secondary uses by Ahmed Medhat Zayed, Arne Janssens, Pavlos Mamouris, Nicolas Delvaux

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Prediction of emergency department revisits among child and youth mental health outpatients using deep learning techniques by Simran Saggu, Hirad Daneshvar, Reza Samavi, Paulo Pires, Roberto B. Sassi, Thomas E. Doyle, Judy Zhao, Ahmad Mauluddin, Laura Duncan

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Advancing beyond the system: telemedicine nurses’ clinical reasoning using a computerised decision support system for patients with COPD – an ethnographic study by Tina Lien Barken, Elin Thygesen, Ulrika Söderhamn

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DREAMER: a computational framework to evaluate readiness of datasets for machine learning by Meysam Ahangaran, Hanzhi Zhu, Ruihui Li, Lingkai Yin, Joseph Jang, Arnav P. Chaudhry, Lindsay A. Farrer, Rhoda Au, Vijaya B. Kolachalama

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Exploring sex disparities in cardiovascular disease risk factors using principal component analysis and latent class analysis techniques by Gamal Saad Mohamed Khamis, Sultan Munadi Alanazi

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Patients’ perception of the information security management in health centers: the role of organizational and human factors by Hamid Reza Peikari, Ramayah T., Mahmood Hussain Shah, May Chiun Lo

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Database derived from an electronic medical record-based surveillance network of US emergency department patients with acute respiratory illness by Jeffrey A. Kline, Brian Reed, Alex Frost, Naomi Alanis, Meylakh Barshay, Andrew Melzer, James W. Galbraith, Alicia Budd, Amber Winn, Eugene Pun, Carlos A. Camargo

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The tragic paradoxical effect of telemedicine on healthcare disparities- a time for redemption: a narrative review by Motti Haimi

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Prospective, randomized evaluation of a personal digital assistant-based research tool in the emergency department by Dinizio Anthony, Parry Blair A, Donnelly Jason, Rivera Morris L, Johnson Charles L, Kline Jeffrey A, Kabrhel Christopher

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An electronic health record-enabled obesity database by Wood G, Chu Xin, Manney Christina, Strodel William, Petrick Anthony, Gabrielsen Jon, Seiler Jamie, Carey David, Argyropoulos George, Benotti Peter, Still Christopher D, Gerhard Glenn S

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The development of a web-based app employing machine learning for delirium prevention in long-term care facilities in South Korea by Kyoung Ja Moon, Chang-Sik Son, Jong-Ha Lee, Mina Park

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Measuring decision quality: psychometric evaluation of a new instrument for breast cancer surgery by Sepucha Karen R, Belkora Jeffrey K, Chang Yuchiao, Cosenza Carol, Levin Carrie A, Moy Beverly, Partridge Ann, Lee Clara N

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Adaptation and validation of a coding algorithm for the Charlson Comorbidity Index in administrative claims data using the SNOMED CT standardized vocabulary by Stephen P. Fortin, Jenna Reps, Patrick Ryan

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Med-MGF: multi-level graph-based framework for handling medical data imbalance and representation by Tuong Minh Nguyen, Kim Leng Poh, Shu-Ling Chong, Jan Hau Lee

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Procedure code overutilization detection from healthcare claims using unsupervised deep learning methods by Michael Suesserman, Samantha Gorny, Daniel Lasaga, John Helms, Dan Olson, Edward Bowen, Sanmitra Bhattacharya

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Establishment of a risk prediction model for bowel necrosis in patients with incarcerated inguinal hernia by Jiajie Zhou, Xiaoming Yuan

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Implementation of a Laboratory Information Management System (LIMS) for microbiology in Timor-Leste: challenges, mitigation strategies, and end-user experiences by Tessa Oakley, Juliao Vaz, Fausto da Silva, Raikos Allan, Deonisia Almeida, Karen Champlin, Endang Soares da Silva, Ari Jayanti Tilman, Ian Marr, Heidi Smith-Vaughan, Jennifer Yan, Joshua R. Francis

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Fusion-driven semi-supervised learning-based lung nodules classification with dual-discriminator and dual-generator generative adversarial network by Ahmed Saihood, Wijdan Rashid Abdulhussien, Laith Alzubaid, Mohamed Manoufali, Yuantong Gu

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An effective multi-step feature selection framework for clinical outcome prediction using electronic medical records by Hongnian Wang, Mingyang Zhang, Liyi Mai, Xin Li, Abdelouahab Bellou, Lijuan Wu

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