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A Smartphone-Based Pain Management App for Adolescents With Cancer: Establishing System Requirements and a Pain Care Algorithm Based on Literature Review, Interviews, and Consensus

A Smartphone-Based Pain Management App for Adolescents With Cancer: Establishing System Requirements and a Pain Care Algorithm Based on Literature Review, Interviews, and Consensus

Algorithms are readily adaptable for use as part of computerized systems because they include explicit decision points [37] and help to ensure quality care by standardizing clinical decision making [38-40], while also allowing for individualization if guided

Lindsay A Jibb, Bonnie J Stevens, Paul C Nathan, Emily Seto, Joseph A Cafazzo, Jennifer N Stinson

JMIR Res Protoc 2014;3(1):e15


Characterizing Twitter Discussions About HPV Vaccines Using Topic Modeling and Community Detection

Characterizing Twitter Discussions About HPV Vaccines Using Topic Modeling and Community Detection

Community detection algorithms aim to find sets of nodes in a graph that have a greater density of connections within their set compared to across sets.

Didi Surian, Dat Quoc Nguyen, Georgina Kennedy, Mark Johnson, Enrico Coiera, Adam G Dunn

J Med Internet Res 2016;18(8):e232


Validating a Machine Learning Algorithm to Predict 30-Day Re-Admissions in Patients With Heart Failure: Protocol for a Prospective Cohort Study

Validating a Machine Learning Algorithm to Predict 30-Day Re-Admissions in Patients With Heart Failure: Protocol for a Prospective Cohort Study

Introduction Big data solutions, particularly machine learning predictive algorithms, have demonstrated the ability to unlock value from large, complex data in real time in aviation, astronomy, transportation, education, marketing, news, finance, publishing,

Sujay Kakarmath, Sara Golas, Jennifer Felsted, Joseph Kvedar, Kamal Jethwani, Stephen Agboola

JMIR Res Protoc 2018;7(9):e176