Concepedia

Speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting

Lasse Hansen, Roberta Rocca, Arndis Simonsen, Ludvig Renbo Olsen, Alberto Parola, Vibeke Bliksted, Nicolai Ladegaard, Dan Bang, Kristian Tylén, Ethan Weed,

Nature Mental Health · 2023 · 15 citations · 30 references

Concepts

MedicineNeurosciencePsychiatryNeurolinguisticsNeuropsychiatryNeuropsychologyClinical LinguisticsNeurocognitive DisordersNeuropsychiatric AssessmentNeuropsychiatric DisordersNeuropsychological AssessmentDifferential Diagnostic CriteriaNeurolinguistic ProfilingSpeech Or Language Impairment IdentificationText Classification

References

30

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

A RATING SCALE FOR DEPRESSION

M. Hamilton · Journal of Neurology Neurosurgery & Psychiatry · 1960 · 32.6K citations · Full text

Social Sciences, Psychiatry, Psychology +12

Enriching Word Vectors with Subword Information

Piotr Bojanowski, Édouard Grave, Armand Joulin et al. · Transactions of the Association for Computational Linguistics · 2017 · 9.8K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Research Domain Criteria (RDoC): Toward a New Classification Framework for Research on Mental Disorders

Thomas R. Insel, Bruce N. Cuthbert, Marjorie A. Garvey et al. · American Journal of Psychiatry · 2010 · 7.1K citations · Full text

Social Sciences, Psychiatry, Mental Health Care +8

X-Vectors: Robust DNN Embeddings for Speaker Recognition

David Snyder, Daniel Garcia-Romero, Gregory Sell et al. · 2018 · 2.7K citations

Computing, Computer Science, Feature Engineering +12