Because of a lapse in government funding, the information on this website may not be up to date,
transactions submitted via the website may not be processed, and the agency may not be able to respond to inquiries until appropriations are enacted.
The NIH Clinical Center (the research hospital of NIH) is open. For more details about its operating status, please visit cc.nih.gov.
Updates regarding government operating status and resumption of normal operations can be found at opm.gov.
Ante la falta de fondos del gobierno federal, no se actualizará este sitio web y la organización no responderá a transacciones ni consultas hasta que se aprueben los fondos. 
El Centro Clínico de los Institutos Nacionales de la Salud  (el hospital de investigación) permanecerá abierto. 
Consulte cc.nih.gov (en inglés). 
Infórmese sobre el funcionamiento del gobierno federal y el reinicio de las actividades en opm.gov
Center for Multimodal Neuroimaging

Machine Learning Core

The mission of the Machine Learning Core is to support researchers in the NIMH intramural research program who want to address research problems in psychology, psychiatry, and neuroscience, using statistics and machine learning approaches. We do this by consulting with individual researchers and guiding them in the use of the appropriate tools and methods, or by taking on the analysis process ourselves, if this is more expedient. In parallel, we are a machine learning research group and, as such, develop new methods and analysis approaches, motivated by the needs of researchers or by the practical possibilities arising from advances in the field.

contact: francisco.pereira@nih.gov

Members

The Machine Learning Core supports researchers in the NIMH intramural research program who want to address research problems in clinical and cognitive neuroscience using machine learning approaches. 

Team Members

Al Xin

Job title
postbac IRTA

Software and Resources

Preprints (under review)

Selected publications

(click to jump to each section: Methods and Applications in Neuroscience, Psychiatry, and Cognitive Psychology/Neuroscience)

Methods

Applications (Cognitive Psychology/Neuroscience)

Applications (Neuroscience)

Applications (Psychiatry)

Former Team Members

Yenho Chen

Job title
Machine Learning Ph.D. student