Search Results - "ALEMI, FARROKH"

Data Show Fleeting Success: Improvement Teams Should Address Root Causes by Alemi, Farrokh

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Worry less about the algorithm, more about the sequence of events by Alemi, Farrokh

“…: Many algorithms exist for learning network structure and parameters from data. Some of these algorithms include Grow Shrink, Incremental Association Markov…”
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Impact of Political Leaning on COVID-19 Vaccine Hesitancy: A Network-Based Multiple Mediation Analysis by Alemi, Farrokh, Lee, Kyung Hee

“…Prior studies have shown that political affiliation affected COVID-19 vaccine hesitancy. This study re-examined the data to see if these findings hold after…”
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Order of Occurrence of COVID-19 Symptoms by Wojtusiak, Janusz, Bagais, Wejdan, Vang, Jee, Roess, Amira, Alemi, Farrokh

“…COVID-19 symptoms change after onset-some show early, others later. This article examines whether the order of occurrence of symptoms can improve diagnosis of…”
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Modeling the Probability of COVID-19 Based on Symptom Screening and Prevalence of Influenza and Influenza-Like Illnesses by Alemi, Farrokh, Vang, Jee, Guralnik, Elina, Roess, Amira

“…The importance of various patient-reported signs and symptoms to the diagnosis of coronavirus disease 2019 (COVID-19) changes during, and outside, of the flu…”
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Computational Barthel Index: an automated tool for assessing and predicting activities of daily living among nursing home patients by Wojtusiak, Janusz, Asadzadehzanjani, Negin, Levy, Cari, Alemi, Farrokh, Williams, Allison E

“…Assessment of functional ability, including activities of daily living (ADLs), is a manual process completed by skilled health professionals. In the presented…”
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Social and Medical Determinants of Diabetes: A Time-Constrained Multiple Mediator Analysis by Alemi, Farrokh, Lee, Kyung Hee, Vang, Jee, Lee, David, Schwartz, Mark

“…Background A number of studies have shown an association between social determinants of health and the emergence of obesity and diabetes, but whether the…”
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Leveraging machine learning and big data for optimizing medication prescriptions in complex diseases: a case study in diabetes management by Hosseini, Mahsa Madani, Zargoush, Manaf, Alemi, Farrokh, Kheirbek, Raya Elfadel

“…This paper proposes a novel algorithm for optimizing decision variables with respect to an outcome variable of interest in complex problems, such as those…”
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The Role of Symptom Clusters in Triage of COVID-19 Patients by Wojtusiak, Janusz, Bagais, Wejdan, Vang, Jee, Guralnik, Elina, Roess, Amira, Alemi, Farrokh

“…COVID-19 manifests with a broad range of symptoms. This study investigates whether clusters of respiratory, gastrointestinal, or neurological symptoms can be…”
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Selecting Antidepressants Based on Medical History and Stress Mechanism by Min, Hua, Alemi, Farrokh, Wojtusiak, Janusz

“…Purpose At present, clinicians typically prescribe antidepressants based on the widely accepted "serotonin hypothesis." This study explores an alternative…”
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Guidelines for Triage of COVID-19 Patients Presenting With Multisystemic Symptoms by Alemi, Farrokh, Guralnik, Elina, Vang, Jee, Wojtusiak, Janusz, Peterson, Rachele, Roess, Amira, Jain, Praduman

“…This article describes how multisystemic symptoms, both respiratory and nonrespiratory, can be used to differentiate coronavirus disease-2019 (COVID-19) from…”
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A surrogate measure for patient reported symptom remission in administrative data by Alemi, Farrokh, Aljuaid, Mai, Durbha, Naren, Yousefi, Melanie, Min, Hua, Sylvia, Louisa G, Nierenberg, Andrew A

“…In real-world pragmatic administrative databases, patient reported remission is often missing. We evaluate if, in administrative data, five features of…”
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HbA1c, lipid profiles and risk of incident type 2 Diabetes in United States Veterans by Davis, P Jordan, Liu, Mengling, Sherman, Scott, Natarajan, Sundar, Alemi, Farrokh, Jensen, Ashley, Avramovic, Sanja, Schwartz, Mark D, Hayes, Richard B

“…United States Veterans are at excess risk for type 2 diabetes, but population differentials in risk have not been characterized. We determined risk of type 2…”
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Support for the Kids Online Safety Act (KOSA), With Caution by Alemi, Farrokh, Carmack, Suzanne, Gustafson, David, Jacobson, Judith, Kreps, Gary L., Nambisan, Priya, Remezani, Niloofar, Simons, Jack, Xiao, Yunyu

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US veterans administration diabetes risk (VADR) national cohort: cohort profile by Avramovic, Sanja, Alemi, Farrokh, Kanchi, Rania, Lopez, Priscilla M, Hayes, Richard B, Thorpe, Lorna E, Schwartz, Mark D

“…PurposeThe veterans administration diabetes risk (VADR) cohort facilitates studies on temporal and geographic patterns of pre-diabetes and diabetes, as well as…”
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Social Determinants of COVID-19 Vaccination Rates: A Time-Constrained Multiple Mediation Analysis by Lee, Kyung Hee, Alemi, Farrokh, Yu, Jo-Vivian, Hong, Y Alicia

“…Objective To estimate the multiple direct/indirect effects of social, environmental, and economic factors on COVID-19 vaccination rates (series complete) in…”
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Combined Symptom Screening and At-Home Tests for COVID-19 by Alemi, Farrokh, Vang, Jee, Bagais, Wejdan Hassan, Guralnik, Elina, Wojtusiak, Janusz, Moeller, F. Gerard, Schilling, Josh, Peterson, Rachele, Roess, Amira, Jain, Praduman

“…At-home rapid antigen tests provide a convenient and expedited resource to learn about severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection…”
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Improving the Accuracy of Predictive Models for Outcomes of Antidepressants by Using an Ontological Adjustment Approach by Min, Hua, Alemi, Farrokh, Hane, Christopher A., Nori, Vijay S.

“…For patients with rare comorbidities, there are insufficient observations to accurately estimate the effectiveness of treatment. At the same time, all…”
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Procedure for Organizing a Post-FDA-approval Evaluation of Antidepressants by Alemi, Farrokh, Min, Hua, Yousefi, Melanie, Becker, Laura K, Hane, Christopher A, Nori, Vijay S, Crown, William H

“…Purpose: The study reports the construction of a cohort used to study the effectiveness of antidepressants.Methods: The cohort includes experiences of…”
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Multi‐omic molecular profiling guide’s efficacious treatment selection in refractory metastatic breast cancer: a prospective phase II clinical trial by Pierobon, Mariaelena, Robert, Nicholas J., Northfelt, Donald W., Jahanzeb, Mohammad, Wong, Shukmei, Hodge, Kimberly A., Baldelli, Elisa, Aldrich, Jessica, Craig, David W., Liotta, Lance A., Avramovic, Sanja, Wojtusiak, Janusz, Alemi, Farrokh, Wulfkuhle, Julia D., Bellos, Angela, Gallagher, Rosa I., Arguello, David, Conrad, Amber, Kemkes, Ariane, Loesch, David M., Vocila, Linda, Dunetz, Bryant, Carpten, John D., Petricoin, Emanuel F., Anthony, Stephen P.

“…This prospective phase II clinical trial (Side Out 2) explored the clinical benefits of treatment selection informed by multi‐omic molecular profiling (MoMP)…”
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