![]() ![]() Today, Rush’s leaders can now easily monitor more than 200 key performance indicators (KPIs) and benchmarks via executive dashboards for more data-driven decision-making. “Their platform, Ember, will help us bring new tools to end users.” “MetiStream has been a great partner, providing frameworks and self-service tools for using big data and machine learning,” added Dr. By combining a variety of data sets-from electronic health records, genomic, imaging, and more-they can improve care, identify errors, and operationalize analytic models and insights in days versus months. Rush engaged MetiStream to help automate the process of extracting, processing, and applying natural language processing (NLP) to the unstructured clinical text. Additionally, Cloudera Data Science Workbench makes the development of new models easier for our data scientists." Added Khan, "Cloudera Director made it easy to deploy machine learning and analytics-as-a service in the cloud with full security." We can quickly spin up and down resources as our data processing needs change and we can load huge volumes of data in days that would have taken weeks on prem. “We had a small budget, but we had the desire to do it,” said Dr. But our platform now will enable us to stream the data in real time from any source, process it, and provide analysis on it in an almost-real-time basis.” ImplementationĪs Rush implements its platform, elasticity is crucial. “Before we were waiting 24 to 48 hours to collect, process, and analyze data. We found that adding clinical notes to models doubled the accuracy of the models.”Īdded Khan, “We can write models on a larger set of data, and machine learning enables us to see exactly where the variations are and design our care paths along those variations,” said Khan. Tapping into the content of clinical notes-what doctors have written and what they mean-is also crucial. Bala Hota, chief analytics officer at Rush University Medical Center. “We started on this path for several reasons-genomics and precision medicine is a big one,” said Dr. In fact, with Cloudera and MetiStream, Rush ingested years of clinical notes into the platform in only 36 hours. With this platform, Rush is eliminating data silos and can analyze a much wider range of data in near-real time-from genomic data to medical device data to unstructured clinical notes and text data. Rush University Medical Center is working with Cloudera and MetiStream to implement machine learning and deploy analytics-as-a-service to hospital administrators, clinicians, and researchers. “We don't believe that we can do all the projects in our pipeline without a big data platform that can support new types of data, along with the growing volume and high velocity of data we want to analyze, ” said Khan. However, Rush needed a modern data platform to gain deeper, and faster, insights into patient care and healthcare delivery. “Data empowers us to understand the specific gene makeup of a given patient and what care path is best.” “To be data-driven is not an option anymore it is a requirement,” said Jawad Khan, director of Knowledge Management and Data Sciences at Rush University Medical Center. At next traffic light turn right (west) onto Harrison Streetįor information call (312) 836-7000 or go to For hearing impaired TDD (312) 836-4949.Rush University Medical Center, located in Chicago, Illinois, is a leading U.S.At 2nd traffic light, turn right (south) onto Ashland.Right (west) onto Congress Parkway (becomes I-290).West on Jackson Boulevard, drive one block.At 2nd traffic light turn right (west) onto Harrison Street.At traffic light turn left (south) onto Ashland.I-90/I-94 (Kennedy/Edens/Dan Ryan Expressways) Read the Navigant Consulting case study and tour guide of the Orthopedic Building – Chicago’s first LEED Gold Certified Healthcare Facility. Patients and visitors are encouraged to use Section A of the garage and should park on the east side of the 4th floor. Also, the self-pay Rush Parking Garage offers easy access to the Orthopedic Building via a weather-protected pedestrian walkway. Valet Parking for the Orthopedic Building is accessible from Harrison Street and from Flournoy Street, between the Orthopedic Building and the Rush Parking Garage. Find out more about the history and features of our state-of-the-art facility. With its many exam and treatment rooms incorporated into an efficient design, the facility enhances the patient experience for physician examinations, diagnostic services, and outpatient procedures and is also more convenient with the Rush University Hospital close by. The Orthopedic Building facilitates the provision of health care in a setting that inspires hope and well-being. ![]()
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