Nunez Lab for Computational Mental Health & Cancer Care
Nunez Lab for Computational Mental Health & Cancer Care
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Treatment Response
Response Trajectories during Escitalopram Treatment of Patients with Major Depressive Disorder
Depression is heterogeneous with variable response to treatment. This study used unsupervised machine learning to cluster patients …
John-Jose Nunez
,
Yang S. Liu
,
Bo Cao
,
Benicio N. Frey
,
Keith Ho
,
Roumen Milev
,
Daniel J. Müller
,
Susan Rotzinger
,
Claudio N. Soares
,
Valerie H. Taylor
,
Rudolf Uher
,
Sidney H. Kennedy
,
Raymond W. Lam
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DOI
Replication of Machine Learning Methods to Predict Treatment Outcome with Antidepressant Medications in Patients with Major Depressive Disorder from STAR*D and CAN-BIND-1
Antidepressants are first-line treatments for major depressive disorder, but 40-60% of patients will not respond to treatment. This …
John-Jose Nunez
,
Teyden T. Nguyen
,
Yihan Zhou
,
Bo Cao
,
Raymond T. Ng
,
Jun Chen
,
Benicio N. Frey
,
Roumen Milev
,
Daniel J. Müller
,
Susan Rotzinger
,
Claudio N. Soares
,
Rudolf Uher
,
Sidney H. Kennedy
,
Raymond W. Lam
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