{"id":1658,"date":"2022-03-04T15:50:42","date_gmt":"2022-03-04T20:50:42","guid":{"rendered":"https:\/\/labs.icahn.mssm.edu\/msdw\/?page_id=1658"},"modified":"2026-01-22T12:28:02","modified_gmt":"2026-01-22T17:28:02","slug":"custom-data-set","status":"publish","type":"page","link":"https:\/\/labs.icahn.mssm.edu\/msdw\/services\/custom-data-set\/","title":{"rendered":"Custom Data Set"},"content":{"rendered":"<p>[et_pb_section bb_built=&#8221;1&#8243; _builder_version=&#8221;4.9.0&#8243; custom_padding=&#8221;||0px||false|false&#8221; next_background_color=&#8221;#000000&#8243;][et_pb_row _builder_version=&#8221;4.9.0&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; custom_padding=&#8221;||0px||false|false&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;3.25&#8243; custom_padding=&#8221;|||&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text admin_label=&#8221;Breadcrumb&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;]<\/p>\n<p><a href=\"https:\/\/labs.icahn.mssm.edu\/minervalab\/scientific-computing-and-data\">Scientific Computing and Data<\/a>\u00a0\/\u00a0<a href=\"https:\/\/labs.icahn.mssm.edu\/msdw\">Mount Sinai Data Warehouse<\/a> \/ <a href=\"https:\/\/labs.icahn.mssm.edu\/msdw\/services\/\">Services<\/a> \/ Custom Data Sets<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section bb_built=&#8221;1&#8243; specialty=&#8221;on&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px||||false|false&#8221; prev_background_color=&#8221;#000000&#8243;][et_pb_column type=&#8221;1_4&#8243;][et_pb_image src=&#8221;https:\/\/labs.icahn.mssm.edu\/msdw\/wp-content\/uploads\/sites\/350\/2022\/03\/msdwdata-300&#215;300.png&#8221; title_text=&#8221;msdwdata&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;]<\/p>\n<p><\/p>\n<p>[\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;3_4&#8243; 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header_3_text_shadow_vertical_length=&#8221;header_3_text_shadow_style,%91object Object%93&#8243; header_3_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_3_text_shadow_blur_strength=&#8221;header_3_text_shadow_style,%91object Object%93&#8243; header_3_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_4_text_shadow_horizontal_length=&#8221;header_4_text_shadow_style,%91object Object%93&#8243; header_4_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_4_text_shadow_vertical_length=&#8221;header_4_text_shadow_style,%91object Object%93&#8243; header_4_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_4_text_shadow_blur_strength=&#8221;header_4_text_shadow_style,%91object Object%93&#8243; header_4_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_5_text_shadow_horizontal_length=&#8221;header_5_text_shadow_style,%91object Object%93&#8243; header_5_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_5_text_shadow_vertical_length=&#8221;header_5_text_shadow_style,%91object Object%93&#8243; header_5_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_5_text_shadow_blur_strength=&#8221;header_5_text_shadow_style,%91object Object%93&#8243; header_5_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_6_text_shadow_horizontal_length=&#8221;header_6_text_shadow_style,%91object Object%93&#8243; header_6_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_6_text_shadow_vertical_length=&#8221;header_6_text_shadow_style,%91object Object%93&#8243; header_6_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_6_text_shadow_blur_strength=&#8221;header_6_text_shadow_style,%91object Object%93&#8243; header_6_text_shadow_blur_strength_tablet=&#8221;1px&#8221; box_shadow_horizontal_tablet=&#8221;0px&#8221; box_shadow_vertical_tablet=&#8221;0px&#8221; box_shadow_blur_tablet=&#8221;40px&#8221; box_shadow_spread_tablet=&#8221;0px&#8221; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; z_index_tablet=&#8221;0&#8243;]<\/p>\n<h1>Custom Data Sets<\/h1>\n<p>The Mount Sinai Data Warehouse contains over 11 million patient records (as of September 2021, see <a href=\"https:\/\/labs.icahn.mssm.edu\/msdw\/data-sources\/\">Data Sources<\/a> for more details). Navigating this data through self-service query tools can be time-consuming and may not produce the full, exact results you are seeking. The MSDW Team can expertly gather a specified data set from the Data Warehouse in order to support your research. <span class=\"NormalTextRun BCX0 SCXW54642617\" data-ccp-parastyle=\"No Spacing\">Data can be drawn from the MSDW Epic-centric instance of OMOP<\/span><span class=\"NormalTextRun BCX0 SCXW54642617\" data-ccp-parastyle=\"No Spacing\">, Epic\u2019s\u00a0<\/span><span class=\"NormalTextRun BCX0 SCXW54642617\" data-ccp-parastyle=\"No Spacing\">Clarity<\/span><span class=\"NormalTextRun BCX0 SCXW54642617\" data-ccp-parastyle=\"No Spacing\"> or Caboodle databases, and from additional databases as need be<\/span><span class=\"NormalTextRun BCX0 SCXW54642617\" data-ccp-parastyle=\"No Spacing\">.<\/span><\/p>\n<p>\u00a0<\/p>\n<h2><span style=\"color: #221f72\">Custom Data Request Process<\/span><\/h2>\n<p>To request a specific data set, the custom query process involves 7 easy steps.\u00a0 Please reach out to the <a href=\"https:\/\/scicomp.atlassian.net\/servicedesk\/customer\/portal\/2\/user\/login?destination=portal%2F2\">MSDW group<\/a> for more details on getting started.<\/p>\n<table style=\"height: 476px;width: 800px\" border=\"1px solid rgb(204, 204, 204)\">\n<tbody>\n<tr>\n<td style=\"background-color: #00aeef;width: 69px\">\u00a0<\/td>\n<td style=\"background-color: #00aeef;width: 332px\"><span style=\"color: #ffffff\"><strong>Project Phase<\/strong><\/span><\/td>\n<td style=\"background-color: #00aeef;width: 562.219px\"><span style=\"color: #ffffff\"><strong>Details<\/strong><\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 69px\">1.<\/td>\n<td style=\"width: 332px\">Request Initiation &amp; Review<\/td>\n<td style=\"width: 562.219px\">A data request submitted through <a href=\"https:\/\/scicomp.atlassian.net\/servicedesk\/customer\/portal\/2\/user\/login?destination=portal%2F2\">MSDW service desk<\/a> (IRB requires protocol, approved IRB letter, and fund number to get started. QI projects require an approval letter written by a member of the QI board which details the requested data elements necessary for the project) is reviewed by a User Support Specialist who will follow up if there any questions or concerns regarding the request.<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 69px\">2.<\/td>\n<td style=\"width: 332px\">Stakeholder Meeting<\/td>\n<td style=\"width: 562.219px\">A User Support Specialist will schedule a date and time to meet and review the details of the data request; once confirmed, a meeting will be held through Zoom<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 69px\">3.<\/td>\n<td style=\"width: 332px\">Project Analysis &amp; Cost Estimate<\/td>\n<td style=\"width: 562.219px\">The Clinical Informaticist reviews notes from the meeting and determines the best approach for the necessary data. The Data Manager and an MSDW Analyst reviews the notes and the project request and delivers a cost estimate to complete the request. <strong>The P.I. from your research team must approve the estimate in order for development to begin.<\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 69px\">4.<\/td>\n<td style=\"width: 332px\">Development<\/td>\n<td style=\"width: 562.219px\">Once the estimate is approved, the data request moves into the development queue and an MSDW Data Analyst will begin working on the request.<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 69px\">5.<\/td>\n<td style=\"width: 332px\">Data Approval Meeting<\/td>\n<td style=\"width: 562.219px\">A Data Analyst will schedule a date and time to review the dataset and confirm your satisfaction.<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 69px\">6.<\/td>\n<td style=\"width: 332px\">Invoice for Fund Transfer<\/td>\n<td style=\"width: 562.219px\">Once confirmed, MSDW will initiate a Fund Transfer using the fund number provided on the initial data request.<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 69px\">7.<\/td>\n<td style=\"width: 332px\">Data Delivery<\/td>\n<td style=\"width: 562.219px\">Upon completion of the Fund Transfer, the Data Manager delivers a link containing the confirmed dataset to all approved personnel.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u00a0<\/p>\n<h2>Make Your Request<\/h2>\n<p>To begin the process of requesting a detailed MSDW data set, or to get an initial cost estimate for your project, <a href=\"https:\/\/scicomp.atlassian.net\/servicedesk\/customer\/portal\/2\/user\/login?destination=portal%2F2\">click here.<\/a><\/p>\n<p>\u00a0<\/p>\n<div>\n<h2>Acknowledgements<\/h2>\n<\/div>\n<div>\n<div><b>Please acknowledge us in your manuscripts with the following:<\/b><\/div>\n<div>\u00a0<\/div>\n<div>\u201cThis work was supported in part through the computational and data resources and staff expertise provided by Scientific Computing and Data at the Icahn School of Medicine at Mount Sinai.\u201d<\/div>\n<div>\u00a0<\/div>\n<div>\n<p>We are supported by grant UL1TR004419 from the National Center for Advancing Translational Sciences, National Institutes of Health.<\/p>\n<\/div>\n<div>\u00a0<\/div>\n<\/div>\n<p>[\/et_pb_text][\/et_pb_column_inner][\/et_pb_row_inner][\/et_pb_column][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Scientific Computing and Data\u00a0\/\u00a0Mount Sinai Data Warehouse \/ Services \/ Custom Data Sets Custom Data SetsThe Mount Sinai Data Warehouse contains over 11 million patient records (as of September 2021, see Data Sources for more details). Navigating this data through self-service query tools can be time-consuming and may not produce the full, exact results you [&hellip;]<\/p>\n","protected":false},"author":600,"featured_media":0,"parent":44,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-1658","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/labs.icahn.mssm.edu\/msdw\/wp-json\/wp\/v2\/pages\/1658","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/labs.icahn.mssm.edu\/msdw\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.icahn.mssm.edu\/msdw\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.icahn.mssm.edu\/msdw\/wp-json\/wp\/v2\/users\/600"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.icahn.mssm.edu\/msdw\/wp-json\/wp\/v2\/comments?post=1658"}],"version-history":[{"count":15,"href":"https:\/\/labs.icahn.mssm.edu\/msdw\/wp-json\/wp\/v2\/pages\/1658\/revisions"}],"predecessor-version":[{"id":3882,"href":"https:\/\/labs.icahn.mssm.edu\/msdw\/wp-json\/wp\/v2\/pages\/1658\/revisions\/3882"}],"up":[{"embeddable":true,"href":"https:\/\/labs.icahn.mssm.edu\/msdw\/wp-json\/wp\/v2\/pages\/44"}],"wp:attachment":[{"href":"https:\/\/labs.icahn.mssm.edu\/msdw\/wp-json\/wp\/v2\/media?parent=1658"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}