Tag Archives: data

ITS makes data management easier with launch of Denodo at U-M

The University of Michigan, as a public research institution, houses an incredible amount of data. One of the struggles that leaders and analysts face is how to easily pull together data from the vast number of sources currently available to help gain insights on many topics and improve decision making.  That work just got a bit easier. In… Read More »

New how-to resources and data offerings on Precision Health Analytics Platform

By | December 17, 2020

Researchers across campus can now directly query, via SQL server, a de-identified version of the Research Data Warehouse, which includes all 4 million unique Michigan Medicine patients. Learn how to leverage this resource and more Precision Health resources through our updated documentation site (accessible with a Level 1 UMICH login) and video demos and how-to’s. Precision Health has expanded its offerings… Read More »

Engineering undergrads prep for a modern workforce with expanded data analytics courses and support

By | November 25, 2020

In 2018, U-M Industrial and Operations Engineering (IOE) faculty set their sights on fully-preparing students for the modern workforce and advanced studies by incorporating computing and data analytics into many existing courses, creating a new advanced analytics course for seniors, and implementing a new help desk to support students. One of the main changes was to emphasize R and Python… Read More »

Patient data tells a story to help Michigan Medicine clinicians read ahead

Hospital patients produce a tremendous amount of data. Throughout Michigan Medicine, MCIRCC’s PICTURE analytic is reading the stories within this data to help clinicians act on potential emergencies chapters in advance. In the summer of 2020, the Michigan Center for Integrative Research in Critical Care (MCIRCC) detailed its predictive analytic “PICTURE,” which crunches an array of patient data—including… Read More »

Collaboration on new HIPAA course for the Shared Services Center

Staff in the Shared Services Center (SSC) play an important role in properly handling sensitive institutional data, including data regulated by the Health Insurance Portability and Accountability Act (HIPAA). This past summer, the SSC decided it was time to update their HIPAA training, which they require annually of their staff.  The SSC noticed that Information and Technology Services… Read More »

New framework developed at U-M helps streamline EHR data extraction

By | October 14, 2020

A cross-disciplinary team of researchers from U-M have developed an open-source framework that streamlines the preprocessing of data extracted from the electronic health record. The framework, which the researchers call FIDDLE (Flexible Data-Driven Pipeline), has the power to greatly speed up EHR data preprocessing and assist machine learning (ML) practitioners working with health data, according to a study published in… Read More »

The most vital IT investments today are the boring ones: Michigan Medicine CIO on remote work, automation, and data analytics

Michigan Medicine CIO Andrew Rosenberg, MD, is focused on finding methods to sustain the unprecedented level of remote work and clinical care during the pandemic while keeping an eye on the data analytics and IT investments the system will need to drive efficiencies and cost-savings in the future. In a recent article with Becker’s Health IT, he discusses… Read More »

MIND: Paving the way for a more data-informed campus

With COVID-19 changing the landscape of how higher-education and other areas of our society operate, gaining important insights from data is more important than ever. As U-M begins a historical public health-informed in-residence semester, the Michigan Insights on Demand (MIND) team at Information and Technology Services (ITS) continues to make strides in building and enhancing the ecosystem needed… Read More »

Combine Metadata Harvester: Aggregate ALL the data!

By | April 14, 2020

The Digital Public Library of America displays over 36 million records. While a large share come from ‘Content Hubs’ like the Smithsonian or HathiTrust, there are still millions of records ingested from a wide range of smaller institutions across America. “The technologies we use to transform and validate XML records, like XSLT, are well-established and highly reliable, but software for… Read More »

Engineering students improve data center efficiency

By | April 8, 2020

Two U-M computer science and engineering students have distinguished themselves with their work on ways to speed up and improve data center efficiency. Computer science undergraduate Nathan Brown competed in the Association for Computing Machinery’s (ACM) Student Research Competition and took first place among undergraduates. His project provides a means to speed up software applications by reading future… Read More »

Big data, small footprint

By | March 27, 2020

At a time when we’re relying on the internet to an unprecedented degree in our daily lives, a team of U-M researchers led by Mosharaf Chowdhury and Harsha Madhyastha has found a way for tech companies, banks and health systems to squeeze more capacity out of our existing infrastructure. A change to the design of big-data software tool Apache Spark could enable the… Read More »

AI could enhance diagnosis and treatment of sleep disorders

By | March 6, 2020

Artificial intelligence has the potential to improve efficiencies and precision in sleep medicine, resulting in more patient-centered care and better outcomes, according to a new position statement from the American Academy of Sleep Medicine. Because of the vast amounts of data collected by sleep centers, AI and machine learning could advance sleep care, resulting in more accurate diagnoses,… Read More »

Big Data advances research, but it shouldn’t do so at the cost of privacy

By | March 5, 2020

It might seem pretty safe to add an app that promises to help take control of your health. But doctors who appreciate the research potential of incorporating big data into medical care are also warning about the need to manage the risk of exposing such health data while it’s still possible to do so. “Some health data shared… Read More »

Privacy@Michigan speakers call for more privacy protection

Faculty, staff, and students gathered for a half-day of privacy related speakers and panels at Privacy@Michigan January 28 at the Rackham Building on the UM-Ann Arbor campus. Privacy@Michigan is an annual event hosted by ITS Information Assurance and the U-M School of Information in recognition of Data Privacy Day. If you missed it, you can watch the recordings… Read More »