Bias in machine learning applications to address non-communicable diseases at a population-level: a scoping review by Sharon Birdi, Roxana Rabet, Steve Durant, Atushi Patel, Tina Vosoughi, Mahek Shergill, Christy Costanian, Carolyn P. Ziegler, Shehzad Ali, David Buckeridge, Marzyeh Ghassemi, Jennifer Gibson, Ava John-Baptiste, Jillian Macklin, Melissa McCradden, Kwame McKenzie, Sharmistha Mishra, Parisa Naraei, Akwasi Owusu-Bempah, Laura Rosella, James Shaw, Ross Upshur, Andrew D. Pinto

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