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Identifying patients with major depressive disorder based on tryptophan hydroxylase-2 methylation using machine learning algorithms

Ru Guo Fan, Tiantian Hua, Tian Shen, Zhigang Jiao, Qingqing Yue, Bingwei Chen, Zhi Xu

2021Psychiatry Research17 citationsDOI

Topics & Concepts

TPH2Major depressive disorderTryptophan hydroxylaseRandom forestMachine learningArtificial intelligenceSupport vector machineAlgorithmMethylationClinical psychologyPsychologyComputer scienceMedicineInternal medicineBiologySerotoninGeneBiochemistrySerotonergicReceptorMoodEpigenetics and DNA MethylationMental Health via WritingTryptophan and brain disorders
Identifying patients with major depressive disorder based on tryptophan hydroxylase-2 methylation using machine learning algorithms | Litcius