Search Results - "Kabariti, Joseph"

Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study by Adekkanattu, Prakash, Rasmussen, Luke V., Pacheco, Jennifer A., Kabariti, Joseph, Stone, Daniel J., Yu, Yue, Jiang, Guoqian, Luo, Yuan, Brandt, Pascal S., Xu, Zhenxing, Vekaria, Veer, Xu, Jie, Wang, Fei, Benda, Natalie C., Peng, Yifan, Goyal, Parag, Ahmad, Faraz S., Pathak, Jyotishman

“…Left ventricular ejection fraction (EF) is a key measure in the diagnosis and treatment of heart failure (HF) and many patients experience changes in EF…”
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Critical carE Database for Advanced Research (CEDAR): An automated method to support intensive care units with electronic health record data by Schenck, Edward J., Hoffman, Katherine L., Cusick, Marika, Kabariti, Joseph, Sholle, Evan T., Campion, Thomas R.

“…[Display omitted] •A EHR data could address limitations of existing ICU data collection approaches.•To address limitations, we developed the Critical carE…”
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A Comparative Analysis of the Respiratory Subscore of the Sequential Organ Failure Assessment Scoring System by Schenck, Edward J, Hoffman, Katherine L, Oromendia, Clara, Sanchez, Elizabeth, Finkelsztein, Eli J, Hong, Kyung Sook, Kabariti, Joseph, Torres, Lisa K, Harrington, John S, Siempos, Ilias I, Choi, Augustine M K, Campion, Jr, Thomas R

“…The Sequential Organ Failure Assessment (SOFA) tool is a commonly used measure of illness severity. Calculation of the respiratory subscore of SOFA is…”
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A Method to Improve Availability and Quality of Patient Race Data in an Electronic Health Record System by Cusick, Marika M., Sholle, Evan T., Davila, Marcos A., Kabariti, Joseph, Cole, Curtis L., Campion, Thomas R.

“…Abstract Background  Although federal regulations mandate documentation of structured race data according to Office of Management and Budget (OMB) categories…”
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Secondary Use of Patients' Electronic Records (SUPER): An Approach for Meeting Specific Data Needs of Clinical and Translational Researchers by Sholle, Evan T, Kabariti, Joseph, Johnson, Stephen B, Leonard, John P, Pathak, Jyotishman, Varughese, Vinay I, Cole, Curtis L, Campion, Jr, Thomas R

“…Academic medical centers commonly approach secondary use of electronic health record (EHR) data by implementing centralized clinical data warehouses (CDWs)…”
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A scalable method for supporting multiple patient cohort discovery projects using i2b2 by Sholle, Evan T., Davila, Marcos A., Kabariti, Joseph, Schwartz, Julian Z., Varughese, Vinay I., Cole, Curtis L., Campion, Thomas R.

“…[Display omitted] •i2b2, a popular cohort discovery tool, can be used to support multiple projects.•Creating separate tables for these projects is time- and…”
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Characterizing Basic and Complex Usage of i2b2 at an Academic Medical Center by Sholle, Evan T, Cusick, Marika, Davila, Marcos A, Kabariti, Joseph, Flores, Steven, Campion, Thomas R

“…Developed to enable basic queries for cohort discovery, i2b2 has evolved to support complex queries. Little is known whether query sophistication – and the…”
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