Prevalence and fluid management of dehydration in children without diarrhoea admitted to Kenyan hospitals: a multisite observational study Autor Samuel Akech, Jalemba Aluvaala, Ambrose Agweyu, Sylvia Omoke

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Pediatric prognostic models predicting inhospital child mortality in resource‐limited settings: An external validation study Autor Morris Ogero, John Ndiritu, Rachel Sarguta, Timothy Tuti, Samuel Akech

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Using Machine Learning Methods Incorporating Individual Reader Annotations to Classify Paediatric Chest Radiographs in Epidemiological Studies [version 2; peer review: 2 approved] Autor Samuel Akech, Paul Mwaniki, M. J. C Eijkemans, Timothy Kamanu

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Pre-albumin as a marker for predicting weight loss in hospitalised children Autor Del-Rossi Sean Quadros, Rose Kamenwa, Samuel Akech, William Macharia

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Hospital-acquired malnutrition in children at a tertiary care hospital Autor Del-Rossi Sean Quadros, Rose Kamenwa, Samuel Akech, William M Macharia

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Methodological rigor of prognostic models for predicting in-hospital paediatric mortality in low- and middle-income countries: a systematic review protocol [version 1; peer review:... Autor Morris Ogero, Rachel Sarguta, Lucas Malla, Jalemba Aluvaala, Ambrose Agweyu, Samuel Akech

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Examining unit costs for COVID-19 case management in Kenya Autor Samuel Akech, Vincent Were, Angela Kairu, Wangari Ng'ang'a, Marybeth Maritim, Mercy Mwangangi

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Determining predictors of sepsis at triage among children under 5 years of age in resource-limited settings: A modified Delphi process. Autor Jollee S T Fung, Samuel Akech, Niranjan Kissoon, Matthew O Wiens, Mike English, J Mark Ansermino

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Using self-supervised feature learning to improve the use of pulse oximeter signals to predict paediatric hospitalization [version 2; peer review: 2 approved] Autor Samuel Akech, Paul Mwaniki, Dustin Dunsmuir, Timothy Kamanu, M.J.C Eijkemans, J. Mark Ansermino

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Prevalence, outcome and quality of care among children hospitalized with severe acute malnutrition in Kenyan hospitals: A multi-site observational study. Autor Susan Gachau, Grace Irimu, Philip Ayieko, Samuel Akech, Ambrose Agweyu, Mike English, Clinical Information Network Author Group

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Common data elements for predictors of pediatric sepsis: A framework to standardize data collection. Autor Alishah Mawji, Edmond Li, Arjun Chandna, Teresa Kortz, Samuel Akech, Matthew O Wiens, Niranjan Kissoon, Mark Ansermino

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Common data elements for predictors of pediatric sepsis: A framework to standardize data collection Autor Alishah Mawji, Edmond Li, Arjun Chandna, Teresa Kortz, Samuel Akech, Matthew O. Wiens, Niranjan Kissoon, Mark Ansermino

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Severe outcomes of malaria in children under time-varying exposure Autor Pablo M. De Salazar, Alice Kamau, Aurelien Cavelan, Samuel Akech, Arthur Mpimbaza, Robert W. Snow, Melissa A. Penny

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Employing learning health system principles to advance research on severe neonatal and paediatric illness in Kenya Autor Grace Irimu, Morris Ogero, David Gathara, Samuel Akech, Mike English, Jalemba Aluvaala, Ambrose Agweyu, Lucas Malla, Lynda Isaaka, Timothy Tuti, Jacquie Oliwa

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Derivation and internal validation of a data-driven prediction model to guide frontline health workers in triaging children under-five in Nairobi, Kenya [version 3; peer review: 2... Autor Alishah Mawji, Samuel Akech, Paul Mwaniki, Dustin Dunsmuir, Jeffrey Bone, Matthew O. Wiens, Matthias Görges, David Kimutai, Niranjan Kissoon, Mike English, Mark J. Ansermino

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A proposed de-identification framework for a cohort of children presenting at a health facility in Uganda. Autor Alishah Mawji, Holly Longstaff, Jessica Trawin, Dustin Dunsmuir, Clare Komugisha, Stefanie K Novakowski, Matthew O Wiens, Samuel Akech, Abner Tagoola, Niranjan Kissoon, J Mark Ansermino

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A proposed de-identification framework for a cohort of children presenting at a health facility in Uganda Autor Alishah Mawji, Holly Longstaff, Jessica Trawin, Dustin Dunsmuir, Clare Komugisha, Stefanie K. Novakowski, Matthew O. Wiens, Samuel Akech, Abner Tagoola, Niranjan Kissoon, J. Mark Ansermino

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Smart triage: triage and management of sepsis in children using the point-of-care Pediatric Rapid Sepsis Trigger (PRST) tool Autor Alishah Mawji, Edmond Li, Clare Komugisha, Samuel Akech, Dustin Dunsmuir, Matthew O. Wiens, Niranjan Kissoon, Nathan Kenya-Mugisha, Abner Tagoola, David Kimutai, Jeffrey N. Bone, Guy Dumont, J. Mark Ansermino

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Effect of enhancing audit and feedback on uptake of childhood pneumonia treatment policy in hospitals that are part of a clinical network: a cluster randomized trial Autor Philip Ayieko, Grace Irimu, Morris Ogero, Paul Mwaniki, Lucas Malla, Thomas Julius, Mercy Chepkirui, George Mbevi, Jacquie Oliwa, Ambrose Agweyu, Samuel Akech, Fred Were, Mike English, Clinical Information Network Authors

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Comparison between the Smart Triage model and the Emergency Triage Assessment and Treatment guidelines in triaging children presenting to the emergency departments of two public ho... Autor Stephen Kamau, Joyce Kigo, Paul Mwaniki, Dustin Dunsmuir, Yashodani Pillay, Cherri Zhang, Brian Nyamwaya, David Kimutai, Mary Ouma, Ismael Mohammed, Keziah Gachuhi, Mary Chege, Lydia Thuranira, J Mark Ansermino, Samuel Akech

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