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Current State of Community-Driven Radiological AI Deployment in Medical Imaging

Vikash Gupta, Barbaros Erdal, Carolina Ramirez, Ralf Floca, Bradley Genereaux, Sidney Bryson, Christopher Bridge, Jens Kleesiek, Felix Nensa, Rickmer Braren, Khaled Younis, Tobias Penzkofer, Andreas Michael Bucher, Ming Melvin Qin, Gigon Bae, Hyeonhoon Lee, M Jorge Cardoso, Sebastien Ourselin, Eric Kerfoot, Rahul Choudhury, Richard D White, Tessa Cook, David Bericat, Matthew Lungren, Risto Haukioja, Haris Shuaib

JMIR AI 2024;3:e55833

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Effects of the COVID-19 Pandemic on Primary Health Care for Chronic Conditions in Canada: Protocol for a Retrospective Pre-Post Study Using National Practice-Based Research Network Data

Michelle Howard, Kris Aubrey-Bassler, Neil Drummond, Marie-Thérèse Lussier, John A Queenan, Meredith Vanstone, Kathryn Nicholson, Amanda Ramdyal, Jennifer Lawson, Shuaib Hafid, Karla Freeman, Rebecca Clark, Dee Mangin

JMIR Res Protoc 2023;12:e49131

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Outcomes of the Deployment of the Auto-Visual Acute Flaccid Paralysis Detection and Reporting (AVADAR) System for Strengthening Polio Surveillance in Africa From 2017 to 2018: Evaluation Study

These findings are similar to those of Shuaib et al in the AVADAR pilot study in Kwara and Kuje LGAs in 2016 [2]. We also demonstrated that 14.36% (203/1414) of AFP cases were from areas with security challenges or from special populations. It is likely that without AVADAR, these cases would have been missed.

Johnson Muluh Ubong Ticha, Godwin Ubong Akpan, Lara MF Paige, Kamel Senouci, Andrew Stein, Patrick Briand, Jude Tuma, Daniel Rasheed Oyaole, Reuben Ngofa, Sylvester Maleghemi, Kebba Touray, Abdullahi Ahmed Salihu, Mamadou Diallo, Sisay Gashu Tegegne, Isah Mohammed Bello, Umar Kabo Idris, Omosivie Maduka, Casimir Manengu, Faisal Shuaib, Michael Galway, Pascal Mkanda