machine learning
Published research on machine learning.

A machine learning model ranked one-year self-injury risk well in 912 inpatients with mood disorders, but caught 1 of 11 test cases and lacks external validation.
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Machine-learning models reading brain-wave recordings correctly sorted about 81% of children with and without ADHD in a 2026 study of 121 children ages about 7 to 12.1 The models were tested…
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In a 2026 study of 138 teens with ADHD at a clinic in Turkey, school discipline, frequent absences, family factors and gaps in ADHD treatment were far more common in those who also had condu…
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Adding socioeconomic background to EEG brain recordings slightly improved how well a deep-learning model sorted 127 US university students by ADHD screening status. Accuracy rose on all 4 br…
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A professional esports team’s voices in the minute before a match carried clues about whether it would win, according to a 2026 study of 89 Counter-Strike matches played by one 5-player team…
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Chinese teens aged 10 to 15 who trusted the people around them less had more depressive symptoms 2 years later, in a 2026 study that followed 971 teens. Frequent arguments with parents and l…
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A 2026 PLOS One machine-learning study reported 95.0% accuracy for a hybrid FT-Transformer plus long short-term memory (LSTM) model predicting student mental-health risk. The technical resul…
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