A novel machine learning-based prediction method for patients at risk of developing depressive symptoms using a small data - Yun, Minyoung; Jeon, Minjeong; Yang, Heyoung (PloS one, 2024)
Keywords: Accuracy; Adult; Algorithms; Anxiety disorders; Artificial neural networks; Biology and Life Sciences; Biomarkers; Comorbidity; Computer and Information Sciences; Data augmentation; Datasets; Depression - diagnosis; Female; Humans; Learning algorithms; Likert scale; Machine Learning; Male; Medical research; Medicine and Health Sciences; Medicine, Experimental; Mental depression; Mental health; Methods; Neural Networks, Computer; Patients; Physical Sciences; Predictions; Research and Analysis Methods; Self Report; Unemployment benefits