Health Affairs

The Trillion-Dollar Algorithm: Lessons From Machine Learning For MA Risk Adjustment

The current MA risk adjustment model has shortcomings, both in predictive accuracy and payment equity across the Medicare program, which could be mitigated using lessons from machine learning. MA ...
IEEE

A Binary Probability Decision Tree with Youden’s J Statistic: A Simpler Machine Learning Algorithm for Medical Diagnosis

Abstract: This paper examines Decision Tree Classifier (DTC) Machine Learning (ML) algorithms that are constructed using node-splitting techniques, including variance-related measures, Statistical ...
BMJ

Prediction of zero-dose children using supervised machine learning algorithm in Tanzania: evidence from the recent 2022 Tanzania Demographic and Health Survey

Objectives This study aimed to employ machine learning algorithms to predict the factors contributing to zero-dose children in Tanzania, using the most recent nationally representative data. Design ...
techtarget

What is a backpropagation algorithm?

A backpropagation algorithm, or backward propagation of errors, is an algorithm that's used to help train neural network models. The algorithm adjusts the network's weights to minimize any gaps -- ...
IEEE

Utilizing Machine Learning Algorithms to Predict Accuracy of the Index of Relative Tectonic Activity (IRTA), Dhansiri (North) River Basin in India and Bhutan

Abstract: A river tries to maintain a dynamic equilibrium state by adjusting different controlling factors. A significant change in one of the controlling factors will dictate modifications in the ...
Frontiers

Migraine with aura detection and subtype classification using machine learning algorithms and morphometric magnetic resonance imaging data

Migraine with aura (MwA) is a neurological condition manifested in moderate to severe headaches associated with transient visual and somatosensory symptoms, as well as higher cortical dysfunctions.