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Joseph Squire

Director, Analytics & Data Science
UPMC Heart & Vascular Institute
About Joseph
Competitive Intelligence through Webscraping with Python
Competitive Intelligence through Webscraping with PythonThis project webscraped publicly reported adult cardiac surgery outcomes to enable a cardiac surgery service line to see the current layout of their competitors, find those that perform better than average, and learn from their practice outcomes.
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Competitive Intelligence through Webscraping with Python
Competitive Intelligence through Webscraping with PythonThis project webscraped publicly reported adult cardiac surgery outcomes to enable a cardiac surgery service line to see the current layout of their competitors, find those that perform better than average, and learn from their practice outcomes.
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wRVU Reporting
wRVU ReportingThe finance team of a 40-hospital service line automated their manual wRVU scorecard process with PowerBI, saving 40 hours/quarter, improving data quality and providing 24/7 access to physicians and administrators with row level security.
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wRVU Reporting
wRVU ReportingThe finance team of a 40-hospital service line automated their manual wRVU scorecard process with PowerBI, saving 40 hours/quarter, improving data quality and providing 24/7 access to physicians and administrators with row level security.
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Predictive Analytics for Heart Transplant Mortality
Predictive Analytics for Heart Transplant MortalityA heart transplant program had a run of bad outcomes and were curious what the effort in terms of number of transplants and 1 year mortality rate would need to be to move their risk adjust cumulative observed to expected mortality ratio back to 0.
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Predictive Analytics for Heart Transplant Mortality
Predictive Analytics for Heart Transplant MortalityA heart transplant program had a run of bad outcomes and were curious what the effort in terms of number of transplants and 1 year mortality rate would need to be to move their risk adjust cumulative observed to expected mortality ratio back to 0.
1 Likes
1 Comments
Invoice Reconciliation with Excel
Invoice Reconciliation with ExcelInvoice reconciliation is important but time consuming and often the tradeoff of time to reconcile doesn't justify the cost savings. This project sought to automate major reconciliation processes to make it justifiable in time spent reconciling invoices.
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Invoice Reconciliation with Excel
Invoice Reconciliation with ExcelInvoice reconciliation is important but time consuming and often the tradeoff of time to reconcile doesn't justify the cost savings. This project sought to automate major reconciliation processes to make it justifiable in time spent reconciling invoices.
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Visualizing Survey Data
Visualizing Survey DataA learning conference was evaluated using a survey containing Likert scales. The survey data was visualized in Tableau, making the data easily readable and understandable, then reported to leadership on the initiative's progress and goals.
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Visualizing Survey Data
Visualizing Survey DataA learning conference was evaluated using a survey containing Likert scales. The survey data was visualized in Tableau, making the data easily readable and understandable, then reported to leadership on the initiative's progress and goals.
1 Likes
0 Comments
Physician Office Geo-Locator
Physician Office Geo-LocatorThis project used geocoding to create a business solution for locating the closest physician office to patients for call center staff to schedule appropriately if the patient did not have a desired office to be seen in.
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Physician Office Geo-Locator
Physician Office Geo-LocatorThis project used geocoding to create a business solution for locating the closest physician office to patients for call center staff to schedule appropriately if the patient did not have a desired office to be seen in.
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Enterprise Analytics Application
Enterprise Analytics ApplicationA SaaS solution was deployed for capturing CV registry data, which was centralized in a single analytics solution utilizing PowerBI giving 24/7 access and comparative performance analysis across 40 hospitals and 10 clinical registries.
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Enterprise Analytics Application
Enterprise Analytics ApplicationA SaaS solution was deployed for capturing CV registry data, which was centralized in a single analytics solution utilizing PowerBI giving 24/7 access and comparative performance analysis across 40 hospitals and 10 clinical registries.
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Cardiogenic Shock Patient Identification Algorithm
Cardiogenic Shock Patient Identification AlgorithmThis logistic regression model was built to accurately identify patients with cardiogenic shock. The model showed 71% accuracy, 71% sensitivity, 72% specificity, and an AUC of 0.78. The algorithm will be used to assess outcomes & guide program expansion.
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Cardiogenic Shock Patient Identification Algorithm
Cardiogenic Shock Patient Identification AlgorithmThis logistic regression model was built to accurately identify patients with cardiogenic shock. The model showed 71% accuracy, 71% sensitivity, 72% specificity, and an AUC of 0.78. The algorithm will be used to assess outcomes & guide program expansion.
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Point of Care Predictive Analytics for Cardiac Surgery Patients
Point of Care Predictive Analytics for Cardiac Surgery PatientsThis project brought predictive analytics for cardiac surgery patients into clinical workflow at the bedside to improve patient selection and shared decision making between clinician and patient.
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Point of Care Predictive Analytics for Cardiac Surgery Patients
Point of Care Predictive Analytics for Cardiac Surgery PatientsThis project brought predictive analytics for cardiac surgery patients into clinical workflow at the bedside to improve patient selection and shared decision making between clinician and patient.
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SlopeFinder: Ideal Ski Resort Locator (Maven Analytics Slopes Challenge)
SlopeFinder: Ideal Ski Resort Locator (Maven Analytics Slopes Challenge)This project was designed to help skiers find their ideal ski resort in a way that eliminated decision making burden.
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SlopeFinder: Ideal Ski Resort Locator (Maven Analytics Slopes Challenge)
SlopeFinder: Ideal Ski Resort Locator (Maven Analytics Slopes Challenge)This project was designed to help skiers find their ideal ski resort in a way that eliminated decision making burden.
1 Likes
2 Comments
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