Concepedia

Building personalized machine learning models using real-time monitoring data to predict idiographic suicidal thoughts

Shirley B. Wang, Ruben D. I. van Genugten, Yaniv Yacoby, Weiwei Pan, Kate H. Bentley, Suzanne Bird, Ralph J. Buonopane, Alexis Christie, Merryn Daniel, Dylan DeMarco,

Nature Mental Health · 2024 · 11 citations · 24 references

Concepts

ComputingComputer ScienceHealth InformaticsArtificial IntelligenceMachine LearningPredictive AnalyticsEmotion RecognitionPredictive Health ModelingSelf-supervised LearningSuicide Risk AssessmentMachine Learning For Health MonitoringMachine Learning Prediction ModelsPredictors Of Suicide RiskReal-time MonitoringSuicide Prediction Models

References

24

Matplotlib: A 2D Graphics Environment

John D. Hunter · Computing in Science & Engineering · 2007 · 39.6K citations

Computing, Computer Science, Visualization +17

Array programming with NumPy

Nature · 2020 · 22.3K citations · Full text

Natural Sciences, Astronomy, Computer Science +10

Welcome to the Tidyverse

Hadley Wickham, Mara Averick, Jennifer Bryan et al. · The Journal of Open Source Software · 2019 · 21.6K citations · Full text

Education, Higher Education, Psychology +6

Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health: Key Components and Design Principles for Ongoing Health Behavior Support

Inbal Nahum‐Shani, Shawna N. Smith, Bonnie Spring et al. · Annals of Behavioral Medicine · 2016 · 2.2K citations · Full text

Public Health, Health Behavior, Behavior Change Theory +16

A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions

Eric Schulz, Maarten Speekenbrink, Andreas Krause · Journal of Mathematical Psychology · 2018 · 1.7K citations

Computing, Computer Science, Psychology +17