Search Results - "Gobbel, Glenn T."

Cluster Randomized Trial of a Personalized Clinical Decision Support Intervention to Improve Statin Prescribing in Patients With Atherosclerotic Cardiovascular Disease by Virani, Salim S., Ramsey, David J., Westerman, Dax, Kuebeler, Mark K., Chen, Liang, Akeroyd, Julia M., Gobbel, Glenn T., Ballantyne, Christie M., Petersen, Laura A., Turchin, Alexander, Matheny, Michael E.

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Leveraging structured and unstructured electronic health record data to detect reasons for suboptimal statin therapy use in patients with atherosclerotic cardiovascular disease by Gobbel, Glenn T., Matheny, Michael E., Reeves, Ruth R., Akeroyd, Julia M., Turchin, Alexander, Ballantyne, Christie M., Petersen, Laura A., Virani, Salim S.

“…To determine whether natural language processing (NLP) of unstructured medical text can improve identification of ASCVD patients not using high-intensity…”
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Assisted annotation of medical free text using RapTAT by Gobbel, Glenn T, Garvin, Jennifer, Reeves, Ruth, Cronin, Robert M, Heavirland, Julia, Williams, Jenifer, Weaver, Allison, Jayaramaraja, Shrimalini, Giuse, Dario, Speroff, Theodore, Brown, Steven H, Xu, Hua, Matheny, Michael E

“…To determine whether assisted annotation using interactive training can reduce the time required to annotate a clinical document corpus without introducing…”
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Manual Vs Automated Delivery of Cells for Transplantation: Accuracy, Reproducibility, and Impact on Viability by Gobbel, Glenn T, Kondziolka, Douglas, Fellows-Mayle, Wendy, Uram, Martin

“…Abstract BACKGROUND: Cellular transplantation holds promise for the management of a variety of neurological disorders. However, there is great variability in…”
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Injection parameters affect cell viability and implant volumes in automated cell delivery for the brain by Kondziolka, Douglas, Gobbel, Glenn T, Fellows-Mayle, Wendy, Chang, Yue-Fang, Uram, Martin

“…The technique of central nervous system cell implantation can affect the outcome of preclinical or clinical studies. Our goal was to evaluate the impact of…”
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Leveraging unstructured electronic medical record notes to derive population-specific suicide risk models by Levis, Maxwell, Levy, Joshua, Dufort, Vincent, Gobbel, Glenn T., Watts, Bradley V., Shiner, Brian

“…•Establishes method to leverage electronic medical record notes to derive suicide prediction metric.•Uses natural language processing to analyze representative…”
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Leveraging Natural Language Processing to Improve Electronic Health Record Suicide Risk Prediction for Veterans Health Administration Users by Levis, Maxwell, Levy, Joshua, Dent, Kallisse R, Dufort, Vincent, Gobbel, Glenn T, Watts, Bradley V, Shiner, Brian

“…Suicide risk prediction models frequently rely on structured electronic health record (EHR) data, including patient demographics and health care usage…”
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Adaptation of an NLP system to a new healthcare environment to identify social determinants of health by Reeves, Ruth M., Christensen, Lee, Brown, Jeremiah R., Conway, Michael, Levis, Maxwell, Gobbel, Glenn T., Shah, Rashmee U., Goodrich, Christine, Ricket, Iben, Minter, Freneka, Bohm, Andrew, Bray, Bruce E., Matheny, Michael E., Chapman, Wendy

“…[Display omitted] •SoDH can affect access to care, quality of life, health outcomes & life expectancy.•Currently, SDoH are not collected in a systematic way…”
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Deploying a national clinical text processing infrastructure by McManus, Kimberly F, Stringer, Johnathon Michael, Corson, Neal, Fodeh, Samah, Steinhardt, Steven, Levin, Forrest L, Shotqara, Asqar S, D’Auria, Joseph, Fielstein, Elliot M, Gobbel, Glenn T, Scott, John, Trafton, Jodie A, Taddei, Tamar H, Erdos, Joseph, Tamang, Suzanne R

“…Abstract Objectives Clinical text processing offers a promising avenue for improving multiple aspects of healthcare, though operational deployment remains a…”
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Congestive heart failure information extraction framework for automated treatment performance measures assessment by Meystre, Stéphane M, Kim, Youngjun, Gobbel, Glenn T, Matheny, Michael E, Redd, Andrew, Bray, Bruce E, Garvin, Jennifer H

“…Objective: This paper describes a new congestive heart failure (CHF) treatment performance measure information extraction system – CHIEF – developed as part of…”
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Response of Postmitotic Neurons to X-Irradiation: Implications for the Role of DNA Damage in Neuronal Apoptosis by Gobbel, Glenn T, Bellinzona, Mattia, Vogt, Axel R, Gupta, Nalin, Fike, John R, Chan, Pak H

“…The molecular changes responsible for inducing neuronal apoptosis are unknown. Rat cortical neurons were treated with x-irradiation 7 d after isolation to test…”
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DETERMINING POST-TEST RISK IN A SAMPLE OF STRESS NUCLEAR MYOCARDIAL PERFUSION IMAGING REPORTS: IMPLICATIONS FOR NATURAL LANGUAGE PROCESSING by Levy, Andrew, Shah, Nishant, Reeves, Ruth M., Matheny, Michael, Gobbel, Glenn T., Bradley, Steven

“…Reporting standards promote clarity and consistency of stress myocardial perfusion imaging (MPI) reports, but do not require an assessment of post-test…”
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Documented Adverse Drug Reactions and Discontinuation of Angiotensin-Converting Enzyme Inhibitors and Angiotensin Receptor Blockers in Chronic Kidney Disease by Gregg, L Parker, Richardson, Peter A, Herrera, Michael A, Akeroyd, Julia M, Jafry, Shehrezade A, Gobbel, Glenn T, Wydermyer, Sheena, Arney, Jennifer, Hung, Adriana, Matheny, Michael E, Virani, Salim S, Navaneethan, Sankar D

“…Angiotensin-converting enzyme inhibitors (ACEis) and angiotensin receptor blockers (ARBs) are frequently discontinued in patients with chronic kidney disease…”
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Seeding neural progenitor cells on silicon-based neural probes: Laboratory investigation by AZEMI, Erdrin, GOBBEL, Glenn T, CUI, Xinyan Tracy

“…Object Chronically implanted neural electrode arrays have the potential to be used as neural prostheses in patients with various neurological disorders. While…”
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Ankle- and Toe-Brachial Index for Peripheral Artery Disease Identification: Unlocking Clinical Data Through Novel Methods by Friberg, Julia E., Qazi, Abdul H., Boyle, Brenden, Franciscus, Carrie, Vaughan-Sarrazin, Mary, Westerman, Dax, Patterson, Olga V., Parr, Sharidan K., Matheny, Michael E., Arya, Shipra, Smolderen, Kim G., Lund, Brian C., Gobbel, Glenn T., Girotra, Saket

“…Despite its high prevalence and clinical impact, research on peripheral artery disease (PAD) remains limited due to poor accuracy of billing codes…”
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The use of structured data elements to identify ASCVD patients with statin-associated side effects: Insights from the Department of Veterans Affairs by Virani, Salim S., Akeroyd, Julia M., Ahmed, Sarah T., Krittanawong, Chayakrit, Martin, Lindsey A., Slagle, Jason, Gobbel, Glenn T., Matheny, Michael E., Ballantyne, Christie M., Petersen, Laura A.

“…Accurate identification of patients with statin-associated side effects (SASEs) is critical for health care systems to institute strategies to improve…”
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Determining post-test risk in a national sample of stress nuclear myocardial perfusion imaging reports: Implications for natural language processing tools by Levy, Andrew E., Shah, Nishant R., Matheny, Michael E., Reeves, Ruth M., Gobbel, Glenn T., Bradley, Steven M.

“…Reporting standards promote clarity and consistency of stress myocardial perfusion imaging (MPI) reports, but do not require an assessment of post-test risk…”
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Understanding Prescribing Practices and Patient Experiences with Renin Angiotensin System Inhibitors Use in Chronic Kidney Disease: A Qualitative Study by Arney, Jennifer, Gregg, L. Parker, Wydermyer, Sheena, Herrera, Michael A., Richardson, Peter A., Matheny, Michael E., Akeroyd, Julia M., Gobbel, Glenn T., Hung, Adriana, Virani, Salim S., Navaneethan, Sankar D.

“…Abstract Introduction: Angiotensin-converting enzyme inhibitors (ACEIs) and angiotensin receptor blockers (ARBs) improve outcomes but are underutilized in…”
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Development and evaluation of RapTAT: A machine learning system for concept mapping of phrases from medical narratives by Gobbel, Glenn T., Reeves, Ruth, Jayaramaraja, Shrimalini, Giuse, Dario, Speroff, Theodore, Brown, Steven H., Elkin, Peter L., Matheny, Michael E.

“…•Annotation can identify critical information within clinical notes.•A key annotation step is mapping phrases to concepts of interest.•We assess the impact of…”
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Cellular transplantation for the nervous system: impact of time after preparation on cell viability and survival: Laboratory investigation by GOBBEL, Glenn T, KONDZIOLKA, Douglas, FELLOWS-MAYLE, Wendy, URAM, Martin

“…Object Cell transplantation has shown promise for the treatment of various neurological disorders, but the factors that influence cell survival and integration…”
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