{"id":7706,"date":"2020-10-14T10:20:53","date_gmt":"2020-10-14T14:20:53","guid":{"rendered":"https:\/\/www.med.unc.edu\/psych\/?page_id=7706"},"modified":"2026-03-11T14:59:07","modified_gmt":"2026-03-11T18:59:07","slug":"mental-health-informatics-and-analytics-core","status":"publish","type":"page","link":"https:\/\/www.med.unc.edu\/psych\/research\/mental-health-informatics-and-analytics-core\/","title":{"rendered":"Mental Health Informatics and Analytics Core"},"content":{"rendered":"<figure id=\"attachment_16041\" class=\"thumbnail wp-caption alignleft\" style=\"width: 310px\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-16041 size-medium\" src=\"https:\/\/www.med.unc.edu\/psych\/wp-content\/uploads\/sites\/839\/2024\/08\/Xioming-Zeng-300x200.jpg\" alt=\"photo of Xiaoming Zeng\" width=\"300\" height=\"200\" srcset=\"https:\/\/www.med.unc.edu\/psych\/wp-content\/uploads\/sites\/839\/2024\/08\/Xioming-Zeng-300x200.jpg 300w, https:\/\/www.med.unc.edu\/psych\/wp-content\/uploads\/sites\/839\/2024\/08\/Xioming-Zeng-1024x683.jpg 1024w, https:\/\/www.med.unc.edu\/psych\/wp-content\/uploads\/sites\/839\/2024\/08\/Xioming-Zeng-768x512.jpg 768w, https:\/\/www.med.unc.edu\/psych\/wp-content\/uploads\/sites\/839\/2024\/08\/Xioming-Zeng-1536x1024.jpg 1536w, https:\/\/www.med.unc.edu\/psych\/wp-content\/uploads\/sites\/839\/2024\/08\/Xioming-Zeng-600x400.jpg 600w, https:\/\/www.med.unc.edu\/psych\/wp-content\/uploads\/sites\/839\/2024\/08\/Xioming-Zeng.jpg 2048w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><figcaption class=\"caption wp-caption-text\">Dr. Xiaoming Zeng, Director of Mental Health Informatics &amp; Analytics<\/figcaption><\/figure>\n<p>The Mental Health Informatics and Analytics Core provides comprehensive informatics and data science support for mental health research. Our team of experts in health informatics, biostatistics, data engineering, and clinical research collaborates with investigators to leverage cutting-edge data and computing platforms and analytical methods to advance mental health science.<\/p>\n<p><em>The Mental Health Informatics and Analytics Core was formed in August 2020.\u00a0<\/em>\u00a0<\/p>\n<h4>\u00a0<\/h4>\n<h4>Data Acquisition and Preparation<\/h4>\n<p>Build computable phenotypes and develop standardized methods to extract, transform, and prepare clinical data from electronic health records, administrative databases, and research repositories for analysis.<\/p>\n<h4>Advanced Analytics Support<\/h4>\n<p>Provide expertise in biostatistics, machine learning, and predictive modeling to enable cutting-edge research in mental health outcomes and interventions.<\/p>\n<h4>Quality Improvement Initiatives<\/h4>\n<p>Support data-driven quality improvement projects that enhance clinical care delivery and patient outcomes in mental health settings.<\/p>\n<h4>Training &amp; Collaboration<\/h4>\n<p>Foster a collaborative environment and provide training in informatics and data science methods to trainees, clinicians and researchers in the department.<\/p>\n<h3>\u00a0<\/h3>\n<h3>Core Focus Areas<\/h3>\n<div role=\"tablist\" class=\"panel-group accordion-blue oscitas-bootstrap-container\" id=\"unc-accordion-0\">\n\n<div class=\"panel panel-default oscitas-bootstrap-container\">\n\n    <div id=\"panel-heading-details-0-0\" class=\"panel-heading oscitas-bootstrap-container\" role=\"tab\">\n\n        <h2 class=\"panel-title oscitas-bootstrap-container\">\n\n            <button class=\"accordion-toggle oscitas-bootstrap-container collapsed\" \n                id = \"button-details-0-0\"\n                data-toggle=\"collapse\"\n                data-parent=\"#unc-accordion-0\"    \n                aria-controls=\"#details-0-0\"  \n                aria-expanded=\"false\" \n                href=\"#details-0-0\">\n                Education            <\/button>\n\n        <\/h2>\n\n    <\/div>\n\n    <div id=\"details-0-0\" class=\"panel-collapse collapse out oscitas-bootstrap-container\">\n\n        <div class=\"panel-body oscitas-bootstrap-container\">\n<ul>\n<li>Continue first-in-the-nation psychiatry informatics resident track<\/li>\n<li>Increase informatics education to general psychiatry trainees through dedicated informatics lecture series<\/li>\n<li>Identify opportunities for trainees to become involved in QI and research projects informed by informatics<\/li>\n<li>Promote health informatics knowledge across the department<\/li>\n<li>Provide a pathway for psychiatry residents to continue training in clinical informatics fellowship<\/li>\n<\/ul>\n<\/div>\n\n    <\/div>\n        \n<\/div>\n\n<div class=\"panel panel-default oscitas-bootstrap-container\">\n\n    <div id=\"panel-heading-details-0-1\" class=\"panel-heading oscitas-bootstrap-container\" role=\"tab\">\n\n        <h2 class=\"panel-title oscitas-bootstrap-container\">\n\n            <button class=\"accordion-toggle oscitas-bootstrap-container collapsed\" \n                id = \"button-details-0-1\"\n                data-toggle=\"collapse\"\n                data-parent=\"#unc-accordion-0\"    \n                aria-controls=\"#details-0-1\"  \n                aria-expanded=\"false\" \n                href=\"#details-0-1\">\n                Clinical Care            <\/button>\n\n        <\/h2>\n\n    <\/div>\n\n    <div id=\"details-0-1\" class=\"panel-collapse collapse  oscitas-bootstrap-container\">\n\n        <div class=\"panel-body oscitas-bootstrap-container\">\n<ul>\n<li>Continue and increase efforts to support provider EHR efficiency through provider education and EHR improvement efforts<\/li>\n<li>Identify, develop, and disseminate tools for gathering meaningful, data-informed clinical care insights from the EHR<\/li>\n<li>Enhance available mental health decision-support tools<\/li>\n<li>Support extension of our current care through mobile apps and other new technologies<\/li>\n<li>Build population health dashboards for our general and specialty psychiatric services<\/li>\n<\/ul>\n<\/div>\n\n    <\/div>\n        \n<\/div>\n\n<div class=\"panel panel-default oscitas-bootstrap-container\">\n\n    <div id=\"panel-heading-details-0-2\" class=\"panel-heading oscitas-bootstrap-container\" role=\"tab\">\n\n        <h2 class=\"panel-title oscitas-bootstrap-container\">\n\n            <button class=\"accordion-toggle oscitas-bootstrap-container collapsed\" \n                id = \"button-details-0-2\"\n                data-toggle=\"collapse\"\n                data-parent=\"#unc-accordion-0\"    \n                aria-controls=\"#details-0-2\"  \n                aria-expanded=\"false\" \n                href=\"#details-0-2\">\n                Research            <\/button>\n\n        <\/h2>\n\n    <\/div>\n\n    <div id=\"details-0-2\" class=\"panel-collapse collapse  oscitas-bootstrap-container\">\n\n        <div class=\"panel-body oscitas-bootstrap-container\">\n<ul>\n<li>Provide expertise in statistics, analytics, and health data management to support grantsmanship<\/li>\n<li>Develop informatics-focused research projects<\/li>\n<li>Support proper technique in data collection with quality control, statistical and predictive modeling, and interpretation of scientific data generated in the mental health sciences<\/li>\n<li>Build dashboards for research data visualization and analytics<\/li>\n<\/ul>\n<\/div>\n\n    <\/div>\n        \n<\/div>\n\n<div class=\"panel panel-default oscitas-bootstrap-container\">\n\n    <div id=\"panel-heading-details-0-3\" class=\"panel-heading oscitas-bootstrap-container\" role=\"tab\">\n\n        <h2 class=\"panel-title oscitas-bootstrap-container\">\n\n            <button class=\"accordion-toggle oscitas-bootstrap-container collapsed\" \n                id = \"button-details-0-3\"\n                data-toggle=\"collapse\"\n                data-parent=\"#unc-accordion-0\"    \n                aria-controls=\"#details-0-3\"  \n                aria-expanded=\"false\" \n                href=\"#details-0-3\">\n                Collaborations            <\/button>\n\n        <\/h2>\n\n    <\/div>\n\n    <div id=\"details-0-3\" class=\"panel-collapse collapse  oscitas-bootstrap-container\">\n\n        <div class=\"panel-body oscitas-bootstrap-container\">\n<ul>\n<li>Map the landscape of UNC system informatics and analytics expertise in order to facilitate partnerships and link department faculty with appropriate resources<\/li>\n<li>Team with researchers by providing consultations and support on data sources, data acquisitions, data manipulation, and statistical analysis<\/li>\n<li>Partner on mental health informatics projects with UNC groups outside of the department of psychiatry<\/li>\n<li>Look for potential partners in other academic medical centers or industry<\/li>\n<\/ul>\n<\/div>\n\n    <\/div>\n        \n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The Mental Health Informatics and Analytics Core provides comprehensive informatics and data science support for mental health research. Our team of experts in health informatics, biostatistics, data engineering, and clinical research collaborates with investigators to leverage cutting-edge data and computing platforms and analytical methods to advance mental health science. The Mental Health Informatics and Analytics &hellip; <a href=\"https:\/\/www.med.unc.edu\/psych\/research\/mental-health-informatics-and-analytics-core\/\" aria-label=\"Read more about Mental Health Informatics and Analytics Core\">Read more<\/a><\/p>\n","protected":false},"author":103208,"featured_media":0,"parent":2275,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"layout":"","cellInformation":"","apiCallInformation":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-7706","page","type-page","status-publish","hentry","odd"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Mental Health Informatics and Analytics Core | Department of Psychiatry<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.med.unc.edu\/psych\/research\/mental-health-informatics-and-analytics-core\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mental Health Informatics and Analytics Core | Department of Psychiatry\" \/>\n<meta property=\"og:description\" content=\"The Mental Health Informatics and Analytics Core provides comprehensive informatics and data science support for mental health research. 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