Research output per year
Research output per year
- 1 - 50 out of 90 results
Search results
-
2023
A Pilot Machine Learning Study Using Trauma Admission Data to Identify Risk for High Length of Stay
Stonko, D. P., Weller, J. H., Gonzalez Salazar, A. J., Abdou, H., Edwards, J., Hinson, J., Levin, S., Byrne, J. P., Sakran, J. V., Hicks, C. W., Haut, E. R., Morrison, J. J. & Kent, A. J., Jun 2023, In: Surgical Innovation. 30, 3, p. 356-365 10 p.Research output: Contribution to journal › Article › peer-review
-
Artificial intelligence-based clinical decision support for liver transplant evaluation and considerations about fairness: A qualitative study
Strauss, A., Sidoti, C. N., Sung, H. C., Jain, V. S., Lehmann, H., Purnell, T. S., Jackson, J., Malinsky, D., Hamilton, J., Garonzik, J., Gray, S. H., Levan, M. L., Hinson, J. S., Gurses, A. P., Gurakar, A., Segev, D. L. & Levin, S., Oct 2023, In: Hepatology Communications. 7, 10, e0239.Research output: Contribution to journal › Article › peer-review
Open Access -
Critical interactions between race and the highly granular area deprivation index in liver transplant evaluation
Strauss, A. T., Moughames, E., Jackson, J. W., Malinsky, D., Segev, D. L., Hamilton, J. P., Garonzik-Wang, J., Gurakar, A., Cameron, A., Dean, L., Klein, E., Levin, S. & Purnell, T. S., 2023, (Accepted/In press) In: Clinical Transplantation.Research output: Contribution to journal › Article › peer-review
Open Access -
Experiences and Perceptions of Telehealth Visits in Diabetes Care During and After the COVID-19 Pandemic Among Adults With Type 2 Diabetes and Their Providers: Qualitative Study
Sun, C. A., Shenk, Z., Renda, S., Maruthur, N., Zheng, S., Perrin, N., Levin, S. & Han, H. R., 2023, In: JMIR Diabetes. 8, e44283.Research output: Contribution to journal › Article › peer-review
Open Access -
Exploring the impact of missingness on racial disparities in predictive performance of a machine learning model for emergency department triage
Teeple, S., Smith, A., Toerper, M., Levin, S., Halpern, S., Badaki-Makun, O. & Hinson, J., Dec 1 2023, In: JAMIA Open. 6, 4, 107.Research output: Contribution to journal › Article › peer-review
Open Access -
Modelling interventions and contact networks to reduce the spread of carbapenem-resistant organisms between individuals in the ICU
Martínez, D. A., Cai, J., Lin, G., Goodman, K. E., Paul, R., Lessler, J., Levin, S. R., Toerper, M., Simner, P. J., Milstone, A. M. & Klein, E. Y., Jun 2023, In: Journal of Hospital Infection. 136, p. 1-7 7 p.Research output: Contribution to journal › Article › peer-review
-
Monocyte Distribution Width as a Diagnostic Marker for Infection: A Systematic Review and Meta-analysis
Malinovska, A., Hernried, B., Lin, A., Badaki-Makun, O., Fenstermacher, K., Ervin, A. M., Ehrhardt, S., Levin, S. & Hinson, J. S., Jul 2023, In: CHEST. 164, 1, p. 101-113 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimal Acute Kidney Injury Algorithm for Detecting Acute Kidney Injury at Emergency Department Presentation
Ehmann, M. R., Hinson, J. S., Menez, S., Smith, A., Klein, E. Y. & Levin, S., Feb 2023, In: Kidney Medicine. 5, 2, 100588.Research output: Contribution to journal › Article › peer-review
Open Access -
Predictors of Follow-Up Appointment No-Shows Before and During COVID Among Adults with Type 2 Diabetes
Sun, C. A., Perrin, N., Maruthur, N., Renda, S., Levin, S. & Han, H. R., Jun 1 2023, In: Telemedicine and e-Health. 29, 6, p. 851-865 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Renal outcomes following intravenous contrast administration in patients with acute kidney injury: a multi-site retrospective propensity-adjusted analysis
Ehmann, M. R., Mitchell, J., Levin, S., Smith, A., Menez, S., Hinson, J. S. & Klein, E. Y., Feb 2023, In: Intensive Care Medicine. 49, 2, p. 205-215 11 p.Research output: Contribution to journal › Article › peer-review
-
2022
A Patient Outcomes–Driven Feedback Platform for Emergency Medicine Clinicians: Human-Centered Design and Usability Evaluation of Linking Outcomes of Patients (LOOP)
Strauss, A. T., Morgan, C., El Khuri, C., Slogeris, B., Smith, A. G., Klein, E., Toerper, M., DeAngelo, A., Debraine, A., Peterson, S., Gurses, A. P., Levin, S. & Hinson, J., Jan 2022, In: JMIR Human Factors. 9, 1, 30130.Research output: Contribution to journal › Article › peer-review
Open Access -
Correction to: Monocyte anisocytosis increases during multisystem inflammatory syndrome in children with cardiovascular complications (BMC Infectious Diseases, (2022), 22, 1, (563), 10.1186/s12879-022-07526-9)
Yonker, L. M., Badaki-Makun, O., Arya, P., Boribong, B. P., Moraru, G., Fenner, B., Rincon, J., Hopke, A., Rogers, B., Hinson, J., Fasano, A., Lee, L., Kehoe, S. M., Larson, S. D., Chavez, H., Levin, S., Moldawer, L. L. & Irimia, D., Dec 2022, In: BMC infectious diseases. 22, 1, 595.Research output: Contribution to journal › Comment/debate › peer-review
Open Access -
Cost-effectiveness of carbapenem-resistant Enterobacteriaceae (CRE) surveillance in Maryland
CDC Modeling Infectious Diseases in Healthcare Program, Sep 22 2022, In: Infection control and hospital epidemiology. 43, 9, p. 1162-1170 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Monocyte anisocytosis increases during multisystem inflammatory syndrome in children with cardiovascular complications
Yonker, L. M., Badaki-Makun, O., Arya, P., Boribong, B. P., Moraru, G., Fenner, B., Rincon, J., Hopke, A., Rogers, B., Hinson, J., Fasano, A., Lee, L., Kehoe, S. M., Larson, S. D., Chavez, H., Levin, S., Moldawer, L. L. & Irimia, D., Dec 2022, In: BMC infectious diseases. 22, 1, 563.Research output: Contribution to journal › Article › peer-review
Open Access -
Monocyte distribution width as a pragmatic screen for SARS-CoV-2 or influenza infection
Badaki-Makun, O., Levin, S., Debraine, A., Hernried, B., Malinovska, A., Smith, A., Toerper, M., Fenstermacher, K. Z. J., Cottle, T., Latallo, M., Rothman, R. E. & Hinson, J. S., Dec 2022, In: Scientific reports. 12, 1, 21528.Research output: Contribution to journal › Article › peer-review
Open Access -
Monocyte distribution width as part of a broad pragmatic sepsis screen in the emergency department
Malinovska, A., Hinson, J. S., Badaki-Makun, O., Hernried, B., Smith, A., Debraine, A., Toerper, M., Rothman, R. E., Kickler, T. & Levin, S., Apr 2022, In: Journal of the American College of Emergency Physicians Open. 3, 2, e12679.Research output: Contribution to journal › Article › peer-review
Open Access -
Multicenter study of racial and ethnic inequities in liver transplantation evaluation: Understanding mechanisms and identifying solutions
Strauss, A. T., Sidoti, C. N., Purnell, T. S., Sung, H. C., Jackson, J. W., Levin, S., Jain, V. S., Malinsky, D., Segev, D. L., Hamilton, J. P., Garonzik-Wang, J., Gray, S. H., Levan, M. L., Scalea, J. R., Cameron, A. M., Gurakar, A. & Gurses, A. P., Dec 2022, In: Liver Transplantation. 28, 12, p. 1841-1856 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Multisite implementation of a workflow-integrated machine learning system to optimize COVID-19 hospital admission decisions
Hinson, J. S., Klein, E., Smith, A., Toerper, M., Dungarani, T., Hager, D., Hill, P., Kelen, G., Niforatos, J. D., Stephens, R. S., Strauss, A. T. & Levin, S., Dec 2022, In: npj Digital Medicine. 5, 1, 94.Research output: Contribution to journal › Article › peer-review
Open Access -
2021
Development of an Electronic Algorithm to Identify in Real Time Adults Hospitalized With Suspected Community-Acquired Pneumonia
Jones, G., Amoah, J., Klein, E. Y., Leeman, H., Smith, A., Levin, S., Milstone, A. M., Dzintars, K., Cosgrove, S. E. & Fabre, V., Jun 1 2021, In: Open Forum Infectious Diseases. 8, 6, ofab291.Research output: Contribution to journal › Article › peer-review
Open Access -
Factors associated with missed appointments by adults with type 2 diabetes mellitus: A systematic review
Sun, C. A., Taylor, K., Levin, S., Renda, S. M. & Han, H. R., Mar 5 2021, In: BMJ Open Diabetes Research and Care. 9, 1, e001819.Research output: Contribution to journal › Review article › peer-review
Open Access -
Improving antimicrobial prescribing for upper respiratory infections in the emergency department: Implementation of peer comparison with behavioral feedback
Jones, G. F., Fabre, V., Hinson, J., Levin, S., Toerper, M., Townsend, J., Cosgrove, S. E., Saheed, M. & Klein, E. Y., Dec 23 2021, In: Antimicrobial Stewardship and Healthcare Epidemiology. 1, 1, e70.Research output: Contribution to journal › Article › peer-review
Open Access -
In Reply:
Martinez, D. A., Levin, S. R. & Hinson, J. S., Feb 2021, In: Annals of emergency medicine. 77, 2, p. 273-274 2 p.Research output: Contribution to journal › Letter › peer-review
Open Access -
Machine learning and artificial intelligence: Applications in healthcare epidemiology
Hamilton, A. J., Strauss, A. T., Martinez, D. A., Hinson, J. S., Levin, S., Lin, G. & Klein, E. Y., Oct 7 2021, In: Antimicrobial Stewardship and Healthcare Epidemiology. 1, 1, e28.Research output: Contribution to journal › Review article › peer-review
Open Access -
Machine-learning-based hospital discharge predictions can support multidisciplinary rounds and decrease hospital length-of-stay
Levin, S., Barnes, S., Toerper, M., Debraine, A., Deangelo, A., Hamrock, E., Hinson, J., Hoyer, E., Dungarani, T. & Howell, E., Apr 1 2021, In: BMJ Innovations. 7, 2, p. 414-421 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Responding to a Pandemic: COVID-19 Projects in the Malone Center
Ghobadi, K., Hager, G., Krieger, A., Levin, S. & Unberath, M., Apr 2021, In: Surgical Innovation. 28, 2, p. 208-213 6 p.Research output: Contribution to journal › Article › peer-review
-
Targeted rapid testing for SARS-CoV-2 in the emergency department is associated with large reductions in uninfected patient exposure time
Hinson, J. S., Rothman, R. E., Carroll, K., Mostafa, H. H., Ghobadi, K., Smith, A., Martinez, D., Shaw-Saliba, K., Klein, E. & Levin, S., Jan 2021, In: Journal of Hospital Infection. 107, p. 35-39 5 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
2020
Early Prediction of Acute Kidney Injury in the Emergency Department With Machine-Learning Methods Applied to Electronic Health Record Data
Martinez, D. A., Levin, S. R., Klein, E. Y., Parikh, C. R., Menez, S., Taylor, R. A. & Hinson, J. S., Oct 2020, In: Annals of emergency medicine. 76, 4, p. 501-514 14 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Factors influencing time-dependent quality indicators for patients with suspected acute coronary syndrome
France, D. J., Levin, S., Ding, R., Hemphill, R., Han, J., Russ, S., Aronsky, D. & Weinger, M., Mar 1 2020, In: Journal of patient safety. 16, 1, p. E1-E10Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Open Science in Emergency Medicine Research
Taylor, R. A., Haimovich, A., Horng, S., Hinson, J., Levin, S., Porturas, T., Du, K., Kornblith, A. & Hall, M. K., Aug 2020, In: Annals of emergency medicine. 76, 2, p. 247-248 2 p.Research output: Contribution to journal › Letter › peer-review
Open Access1 Scopus citations -
SARS-CoV-2 Positivity Rate for Latinos in the Baltimore-Washington, DC Region
Martinez, D. A., Hinson, J. S., Klein, E. Y., Irvin, N. A., Saheed, M., Page, K. R. & Levin, S. R., Jul 28 2020, In: JAMA - Journal of the American Medical Association. 324, 4, p. 392-395 4 p.Research output: Contribution to journal › Letter › peer-review
Open Access38 Scopus citations -
The role of healthcare worker-mediated contact networks in the transmission of vancomycin-resistant enterococci
Klein, E. Y., Tseng, K. K., Hinson, J., Goodman, K. E., Smith, A., Toerper, M., Amoah, J., Tamma, P. D., Levin, S. R. & Milstone, A. M., Mar 1 2020, In: Open Forum Infectious Diseases. 7, 3, ofaa056.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Where is my infusion pump? Harnessing network dynamics for improved hospital equipment fleet management
Martinez, D. A., Cai, J., Oke, J. B., Jarrell, A. S., Feijoo, F., Appelbaum, J., Klein, E., Barnes, S. & Levin, S. R., Jun 1 2020, In: Journal of the American Medical Informatics Association. 27, 6, p. 884-892 9 p.Research output: Contribution to journal › Article › peer-review
-
2019
A Quality Framework for Emergency Department Treatment of Opioid Use Disorder
Samuels, E. A., D'Onofrio, G., Huntley, K., Levin, S., Schuur, J. D., Bart, G., Hawk, K., Tai, B., Campbell, C. I. & Venkatesh, A. K., Mar 2019, In: Annals of emergency medicine. 73, 3, p. 237-247 11 p.Research output: Contribution to journal › Article › peer-review
19 Scopus citations -
A resource-constrained, multi-unit hospital model for operational strategies evaluation under routine and surge demand scenarios
TariVerdi, M., Miller-Hooks, E., Kirsch, T. & Levin, S., Apr 3 2019, In: IISE Transactions on Healthcare Systems Engineering. 9, 2, p. 103-119 17 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Clinical Gestalt for Early Prediction of Delayed Functional and Symptomatic Recovery From Mild Traumatic Brain Injury Is Inadequate
Korley, F. K., Peacock, W. F., Eckner, J. T., Maio, R., Levin, S., Bechtold, K. T., Peters, M., Roy, D., Falk, H. J., Hall, A. J., Van Meter, T. E., Gonzalez, R. & Diaz-Arrastia, R., Dec 1 2019, In: Academic Emergency Medicine. 26, 12, p. 1384-1387 4 p.Research output: Contribution to journal › Letter › peer-review
Open Access1 Scopus citations -
Evaluation of multidisciplinary collaboration in pediatric trauma care using EHR data
Durojaiye, A. B., Levin, S., Toerper, M., Kharrazi, H., Lehmann, H. P. & Gurses, A. P., Mar 11 2019, In: Journal of the American Medical Informatics Association. 26, 6, p. 506-515 10 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
How to assess the impact of process improvement interventions with routinely collected longitudinal hospital data
Martinez, D., Jalalpour, M., Efron, D. & Levin, S., Oct 2 2019, In: IISE Transactions on Healthcare Systems Engineering. 9, 4, p. 371-375 5 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Predicting probability of perirectal colonization with carbapenem-resistant Enterobacteriaceae (CRE) and other carbapenem-resistant organisms (CROs) at hospital unit admission
Goodman, K. E., Simner, P. J., Klein, E. Y., Kazmi, A. Q., Gadala, A., Toerper, M. F., Levin, S., Tamma, P. D., Rock, C., Cosgrove, S. E., Maragakis, L. L. & Milstone, A. M., May 1 2019, In: Infection control and hospital epidemiology. 40, 5, p. 541-550 10 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Prolonged wait time is associated with increased mortality for Chilean waiting list patients with non-prioritized conditions
Martinez, D. A., Zhang, H., Bastias, M., Feijoo, F., Hinson, J., Martinez, R., Dunstan, J., Levin, S. & Prieto, D., Feb 26 2019, In: BMC public health. 19, 1, 233.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Triage Performance in Emergency Medicine: A Systematic Review
Hinson, J. S., Martinez, D. A., Cabral, S., George, K., Whalen, M., Hansoti, B. & Levin, S., Jul 2019, In: Annals of emergency medicine. 74, 1, p. 140-152 13 p.Research output: Contribution to journal › Article › peer-review
23 Scopus citations -
Use of Systems Engineering to Design a Hospital Command Center
Kane, E., Scheulen, J., Püttgen, A., Martinez, D., Levin, S., Bush, B. A., Huffman, L., Jacobs, M. M., Rupani, H. & Efron, D. T., May 2019, In: Joint Commission Journal on Quality and Patient Safety. 45, 5, p. 370-379 10 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
2018
Accuracy and Reliability of Emergency Department Triage Using the Emergency Severity Index: An International Multicenter Assessment
Mistry, B., Stewart De Ramirez, S., Kelen, G., Schmitz, P. S. K., Balhara, K. S., Levin, S., Martinez, D., Psoter, K., Anton, X. & Hinson, J. S., May 2018, In: Annals of emergency medicine. 71, 5, p. 581-587.e3Research output: Contribution to journal › Article › peer-review
38 Scopus citations -
Accuracy of emergency department triage using the Emergency Severity Index and independent predictors of under-triage and over-triage in Brazil: a retrospective cohort analysis
Hinson, J. S., Martinez, D. A., Schmitz, P. S. K., Toerper, M., Radu, D., Scheulen, J., Stewart de Ramirez, S. A. & Levin, S., Dec 1 2018, In: International Journal of Emergency Medicine. 11, 1, 3.Research output: Contribution to journal › Article › peer-review
Open Access39 Scopus citations -
An Electronic Dashboard to Monitor Patient Flow at the Johns Hopkins Hospital: Communication of Key Performance Indicators Using the Donabedian Model
Martinez, D. A., Kane, E. M., Jalalpour, M., Scheulen, J., Rupani, H., Toteja, R., Barbara, C., Bush, B. & Levin, S. R., Aug 1 2018, In: Journal of medical systems. 42, 8, 133.Research output: Contribution to journal › Article › peer-review
13 Scopus citations -
An evolutionary computation approach for optimizing multilevel data to predict patient outcomes
Barnes, S., Saria, S. & Levin, S., 2018, In: Journal of Healthcare Engineering. 2018, 7174803.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
A strategic gaming model for health information exchange markets
Martinez, D. A., Feijoo, F., Zayas-Castro, J. L., Levin, S. & Das, T. K., Mar 1 2018, In: Health Care Management Science. 21, 1, p. 119-130 12 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Emergency department resource utilization during Ramadan: Distinct and reproducible patterns over a 4-year period in Abu Dhabi
Balhara, K. S., Levin, S., Cole, G., Scheulen, J., Anton, X. P., Rahiman, H. A. F. & Stewart De Ramirez, S. A., 2018, In: European Journal of Emergency Medicine. 25, 1, p. 39-45 7 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Erratum: Linking Electronic Health Record and Trauma Registry Data: Assessing the Value of Probabilistic Linkage (Methods of information in medicine (2018) 57 5-06 (261-269))
Durojaiye, A. B., Puett, L. L., Levin, S., Toerper, M., McGeorge, N. M., Webster, K. L. W., Deol, G. S., Kharrazi, H., Lehmann, H. P. & Gurses, A. P., Nov 1 2018, In: Methods of information in medicine. 57, 5-6, p. e3Research output: Contribution to journal › Comment/debate › peer-review
Open Access1 Scopus citations -
Hospital Surge Capacity: A Web-Based Simulation Tool for Emergency Planners
Toerper, M. F., Kelen, G. D., Sauer, L. M., Bayram, J. D., Catlett, C. & Levin, S., Aug 1 2018, In: Disaster medicine and public health preparedness. 12, 4, p. 513-522 10 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Linking Electronic Health Record and Trauma Registry Data: Assessing the Value of Probabilistic Linkage
Durojaiye, A. B., Puett, L. L., Levin, S., Toerper, M., McGeorge, N. M., Webster, K. L. W., Deol, G. S., Kharrazi, H., Lehmann, H. P. & Gurses, A. P., 2018, In: Methods of information in medicine. 57, 5-6, p. 261-269 9 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations