Concepedia

Identifying depression in the National Health and Nutrition Examination Survey data using a deep learning algorithm

Jihoon Oh, Kyongsik Yun, Uri Maoz, Tae-Suk Kim, Jeong‐Ho Chae

Journal of Affective Disorders · 2019 · 85 citations · 34 references

Open access

Concepts

ComputingHealth InformaticsPublic Health InformaticsHealth Data AnalyticsMachine LearningPublic Health SurveillanceDepressionDepression AssessmentDepressive DisordersMental HealthMental IllnessPredictive Health ModelingDeep Learning-based DiagnosisDepression Case FindingDepression ScreeningDepression Symptom PredictionDiagnostic Assessment Of DepressionMajor Depressive Disorder DiagnosisNutrition Survey Methodology

References

34

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Kurt Kroenke, Robert L. Spitzer, Janet B. W. Williams · Journal of General Internal Medicine · 2001 · 44.2K citations · Full text

Nearest neighbor pattern classification

Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 16.1K citations

Computing, Computer Science, Data Mining +11

Induction of Decision Trees

J. R. Quinlan · Machine Learning · 1986 · 14.8K citations · Full text

Computing, Computer Science, Mathematics +8

Induction of decision trees

J. R. Quinlan · Machine Learning · 1986 · 12.4K citations · Full text

Computing, Computer Science, Mathematics +8