Harold Lehmann

Research output

Research output per year 1981 2005 2023 2024

• 127 Article
• 16 Review article
• 6 Comment/debate
• 4 Chapter
• 12 More
  • 4 Editorial
  • 4 Letter
  • 2 Conference contribution
  • 1 Book
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2024

  Autonomous artificial intelligence increases screening and follow-up for diabetic retinopathy in youth: the ACCESS randomized control trial

  Wolf, R. M., Channa, R., Liu, A., Zehra, A., Bromberger, L., Patel, D., Ananthakrishnan, A., Brown, E. A., Prichett, L., Lehmann, H. P. & Abramoff, M. D., Dec 2024, In: Nature communications. 15, 1, 421.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • artificial intelligence 100%
  • Artificial Intelligence 91%
  • Diabetic Retinopathy 72%
  • screening 59%
  • Eye 42%

• Clinical Implementation of Autonomous Artificial Intelligence Systems for Diabetic Eye Exams: Considerations for Success

  Wolf, R., Channa, R., Lehmann, H., Abramoff, M. D. & Alvin Liu, T. Y., Jan 2024, In: Clinical Diabetes. 42, 1, p. 142-149 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• COVID-19 outcomes in persons with hemophilia: results from a US-based national COVID-19 surveillance registry

  National COVID Cohort Collaborative Consortium, Jan 2024, In: Journal of Thrombosis and Haemostasis. 22, 1, p. 61-75 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Hemophilia A 100%
  • Registries 69%
  • Odds Ratio 56%
  • Venous Thromboembolism 52%
  • Hemorrhage 20%
• 2023

  Advancing Toward a Common Data Model in Ophthalmology: Gap Analysis of General Eye Examination Concepts to Standard Observational Medical Outcomes Partnership (OMOP) Concepts

  Cai, C. X., Halfpenny, W., Boland, M. V., Lehmann, H. P., Hribar, M., Goetz, K. E. & Baxter, S. L., Dec 2023, In: Ophthalmology Science. 3, 4, 100391.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Ophthalmology 100%
  • Electronic Health Records 98%
  • Eye 59%
  • Disclosure 53%
  • Consensus 30%

• 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

• Association of Eating and Sleeping Intervals With Weight Change Over Time: The Daily24 Cohort

  Zhao, D., Guallar, E., Woolf, T. B., Martin, L., Lehmann, H., Coughlin, J., Holzhauer, K., Goheer, A. A., McTigue, K. M., Lent, M. R., Hawkins, M., Clark, J. M. & Bennett, W. L., Feb 7 2023, In: Journal of the American Heart Association. 12, 3, e026484.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Meals 100%
  • Eating 84%
  • Weights and Measures 70%
  • Body-Weight Trajectory 61%
  • Mobile Applications 24%

• Associations between sleep health and obesity and weight change in adults: The Daily24 Multisite Cohort Study

  Hawkins, M. S., Pokutnaya, D. Y., Duan, D., Coughlin, J. W., Martin, L. M., Zhao, D., Goheer, A., Woolf, T. B., Holzhauer, K., Lehmann, H. P., Lent, M. R., McTigue, K. M. & Bennett, W. L., Oct 2023, In: Sleep Health. 9, 5, p. 767-773 7 p.

  Research output: Contribution to journal › Article › peer-review

  • sleep 100%
  • Sleep 72%
  • Obesity 64%
  • Cohort Studies 63%
  • Weights and Measures 58%

• Development of a Digital Assistant to Support Teleconsultations Between Remote Physicians and Frontline Health Workers in India: User-Centered Design Approach

  Verma, N., Lehmann, H., Alam, A. A., Yazdi, Y. & Acharya, S., 2023, In: JMIR Human Factors. 10, e25361.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Remote Consultation 100%
  • User centered design 84%
  • health workers 71%
  • assistant 60%
  • India 58%

• Early Empiric Antibiotic Use in Patients Hospitalized With COVID-19: A Retrospective Cohort Study

  On behalf of the N3C Consortium, Sep 1 2023, In: Critical care medicine. 51, 9, p. 1168-1176 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cohort Studies 100%
  • Retrospective Studies 98%
  • Anti-Bacterial Agents 96%
  • Odds Ratio 55%
  • Artificial Respiration 23%

• Effectiveness of artificial intelligence screening in preventing vision loss from diabetes: a policy model

  Channa, R., Wolf, R. M., Abràmoff, M. D. & Lehmann, H. P., Dec 2023, In: npj Digital Medicine. 6, 1, 53.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Artificial Intelligence 100%
  • Medical problems 82%
  • Screening 69%
  • Artificial intelligence 65%
  • Ocular Vision 63%

• Enhancing the nation's public health information infrastructure: a report from the ACMI symposium

  Dixon, B. E., Staes, C., Acharya, J., Allen, K. S., Hartsell, J., Cullen, T., Lenert, L., Rucker, D. W. & Lehmann, H., May 1 2023, In: Journal of the American Medical Informatics Association. 30, 5, p. 1000-1005 6 p.

  Research output: Contribution to journal › Article › peer-review

  • Public Health Informatics 100%
  • Public Health 76%
  • Security Measures 41%
  • Health 39%
  • Health Workforce 35%

• Healthcare utilization is a collider: an introduction to collider bias in EHR data reuse

  Weiskopf, N. G., Dorr, D. A., Jackson, C., Lehmann, H. P. & Thompson, C. A., May 1 2023, In: Journal of the American Medical Informatics Association. 30, 5, p. 971-977 7 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Electronic Health Records 100%
  • Delivery of Health Care 59%
  • Epidemiologic Methods 33%
  • Informatics 30%
  • Patient Selection 21%

• Hormone replacement therapy and COVID-19 outcomes in solid organ transplant recipients compared with the general population

  the National COVID Cohort Collaborative, Jul 2023, In: American Journal of Transplantation. 23, 7, p. 1035-1047 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Coronavirus 100%
  • Hormone Replacement Therapy 89%
  • Transplant Recipients 73%
  • Transplants 49%
  • Population 31%

• Investigating the Impact of Temporal Labeling of Emergency Department Visits for COVID-19: Comparing Healthcare Disparities Analyses Using Comprehensive, Single-Site Data with National COVID Cohort Collaborative (N3C) Data

  Jones, M., Winger, A., Wernz, C., Michel, J., Jiang, S., Zhou, A., Hilton, E. J., Zemmel, M., Sengupta, S., Barnes, K., Loomba, J., Brown, D. E., Wilcox, A. B., Lee, A. M., Graves, A., Anzalone, A., Manna, A., Saha, A., Olex, A., Williams, A. E., & 116 othersSoutherland, A., Girvin, A. T., Walden, A., Sharathkumar, A. A., Amor, B., Bates, B., Hendricks, B., Patel, B., Alexander, C., Bramante, C., Ward-Caviness, C., Madlock-Brown, C., Suver, C., Chute, C., Dillon, C., Wu, C., Schmitt, C., Takemoto, C., Housman, D., Gabriel, D., Eichmann, D. A., Mazzotti, D., Boudreau, E., Hill, E., Zampino, E., Marti, E. C., Pfaff, E. R., French, E., Koraishy, F. M., Mariona, F., Prior, F., Sokos, G., Martin, G., Lehmann, H., Spratt, H., Mehta, H., Liu, H., Sidky, H., Awori Hayanga, J. W., Pincavitch, J., Clark, J., Richard Harper, J., Islam, J., Ge, J., Gagnier, J., Saltz, J. H., Buse, J., Mathew, J., Rutter, J. L., McMurry, J. A., Guinney, J., Starren, J., Crowley, K., Bradwell, K. R., Walters, K. M., Wilkins, K., Gersing, K. R., Cato, K. D., Murray, K., Kostka, K., Northington, L., Pyles, L. A., Misquitta, L., Cottrell, L., Portilla, L., Deacy, M., Bissell, M. M., Clark, M., Emmett, M., Saltz, M. M., Palchuk, M. B., Haendel, M. A., Adams, M., Temple-O'Connor, M., Kurilla, M. G., Morris, M., Qureshi, N., Safdar, N., Garbarini, N., Sharafeldin, N., Sadan, O., Francis, P. A., Burgoon, P. W., Robinson, P., Payne, P. R. O., Fuentes, R., Jawa, R., Erwin-Cohen, R., Patel, R., Moffitt, R. A., Zhu, R. L., Kamaleswaran, R., Hurley, R., Miller, R. T., Pyarajan, S., Michael, S. G., Bozzette, S., Mallipattu, S., Vedula, S., Chapman, S., O'Neil, S. T., Setoguchi, S., Hong, S. S., Johnson, S., Bennett, T. D., Callahan, T., Topaloglu, U., Sheikh, U., Gordon, V., Subbian, V., Kibbe, W. A., Hernandez, W., Beasley, W., Cooper, W., Hillegass, W. & Zhang, X. T., 2023, 2023 Systems and Information Engineering Design Symposium, SIEDS 2023. Institute of Electrical and Electronics Engineers Inc., p. 297-302 6 p. (2023 Systems and Information Engineering Design Symposium, SIEDS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Emergency Department 100%
  • Cohort 82%
  • Labeling 80%
  • Inpatients 56%
  • Healthcare 50%

• National Trends in Anticoagulation Therapy for COVID-19 Hospitalized Adults in the United States: Analyses of the National COVID Cohort Collaborative

  Lee, E., Bates, B., Kuhrt, N., Andersen, K. M., Visaria, A., Patel, R., Setoguchi, S., Wilcox, A. B., Lee, A. M., Graves, A., Anzalone, A., Manna, A., Saha, A., Olex, A., Zhou, A., Williams, A. E., Southerland, A., Girvin, A. T., Walden, A., Sharathkumar, A. A., & 119 othersAmor, B., Bates, B., Hendricks, B., Patel, B., Alexander, C., Bramante, C., Ward-Caviness, C., Madlock-Brown, C., Suver, C., Chute, C., Dillon, C., Wu, C., Schmitt, C., Takemoto, C., Housman, D., Gabriel, D., Eichmann, D. A., Mazzotti, D., Brown, D., Boudreau, E., Hill, E., Zampino, E., Marti, E. C., Pfaff, E. R., French, E., Koraishy, F. M., Mariona, F., Prior, F., Sokos, G., Martin, G., Lehmann, H., Spratt, H., Mehta, H., Liu, H., Sidky, H., Hayanga, J. W. A., Pincavitch, J., Clark, J., Harper, J. R., Islam, J., Ge, J., Gagnier, J., Saltz, J. H., Saltz, J., Loomba, J., Buse, J., Mathew, J., Rutter, J. L., McMurry, J. A., Guinney, J., Starren, J., Crowley, K., Bradwell, K. R., Walters, K. M., Wilkins, K., Gersing, K. R., Cato, K. D., Murray, K., Kostka, K., Northington, L., Pyles, L. A., Misquitta, L., Cottrell, L., Portilla, L., Deacy, M., Bissell, M. M., Clark, M., Emmett, M., Saltz, M. M., Palchuk, M. B., Haendel, M. A., Adams, M., Temple-O'Connor, M., Kurilla, M. G., Morris, M., Qureshi, N., Safdar, N., Garbarini, N., Sharafeldin, N., Sadan, O., Francis, P. A., Burgoon, P. W., Robinson, P., Payne, P. R. O., Fuentes, R., Jawa, R., Erwin-Cohen, R., Patel, R., Moffitt, R. A., Zhu, R. L., Kamaleswaran, R., Hurley, R., Miller, R. T., Pyarajan, S., Michael, S. G., Bozzette, S., Mallipattu, S., Vedula, S., Chapman, S., O'Neil, S. T., Setoguchi, S., Hong, S. S., Johnson, S., Bennett, T. D., Callahan, T., Topaloglu, U., Sheikh, U., Gordon, V., Subbian, V., Kibbe, W. A., Hernandez, W., Beasley, W., Cooper, W., Hillegass, W., Zhang, X. T., Alexander, G. C., Chute, C. G., Moffitt, R. A. & Singh, J., Oct 1 2023, In: Journal of Infectious Diseases. 228, 7, p. 895-906 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Coronavirus 100%
  • Confidence Intervals 42%
  • Comorbidity 20%
  • Ventilation 15%
  • Vaccination 14%

• Nonelective coronary artery bypass graft outcomes are adversely impacted by Coronavirus disease 2019 infection, but not altered processes of care: A National COVID Cohort Collaborative and National Surgery Quality Improvement Program analysis

  N3C Consortium, Dec 2023, In: JTCVS Open. 16, p. 342-352 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Coronavirus 100%
  • Quality Improvement 77%
  • Coronary Artery Bypass 75%
  • Transplants 49%
  • Infections 37%

• Risk for stillbirth among pregnant individuals with SARS-CoV-2 infection varied by gestational age

  of the National COVID Cohort Collaborative Consortium, Sep 2023, In: American journal of obstetrics and gynecology. 229, 3, p. 288.e1-288.e13

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • SARS Virus 100%
  • Stillbirth 79%
  • Gestational Age 58%
  • Pregnancy 40%
  • Infections 32%

• Risk of severe acute respiratory syndrome coronavirus 2 infection among women with polycystic ovary syndrome

  N3C Consortium, May 2023, In: Fertility and sterility. 119, 5, p. 847-857 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Severe Acute Respiratory Syndrome 90%
  • Polycystic Ovary Syndrome 77%
  • Coronavirus 60%
  • Confidence Intervals 16%
  • Comorbidity 12%

• Strengths, weaknesses, opportunities, and threats for the nation's public health information systems infrastructure: synthesis of discussions from the 2022 ACMI Symposium

  Acharya, J. C., Staes, C., Allen, K. S., Hartsell, J., Cullen, T. A., Lenert, L., Rucker, D. W., Lehmann, H. P. & Dixon, B. E., Jun 1 2023, In: Journal of the American Medical Informatics Association. 30, 6, p. 1011-1021 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Health Information Systems 100%
  • Medical Informatics 95%
  • Public Health 53%
  • Public Health Informatics 31%
  • Informatics 21%

• Thirty-Day Mortality and Complication Rates in Total Joint Arthroplasty After a Recent COVID-19 Diagnosis: A Retrospective Cohort in the National COVID Cohort Collaborative (N3C)

  the National COVID Cohort Collaborative (N3C) Consortium, Sep 6 2023, In: Journal of Bone and Joint Surgery. 105, 17, p. 1362-1372 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Arthroplasty 100%
  • Joints 74%
  • Mortality 53%
  • Postoperative Complications 33%
  • Odds Ratio 33%

• Trends and opportunities in computable clinical phenotyping: A scoping review

  He, T., Belouali, A., Patricoski, J., Lehmann, H., Ball, R., Anagnostou, V., Kreimeyer, K. & Botsis, T., Apr 2023, In: Journal of Biomedical Informatics. 140, 104335.

  Research output: Contribution to journal › Review article › peer-review

  • Personalized medicine 100%
  • Precision Medicine 74%
  • Machine Learning 52%
  • Phenotype 41%
  • Natural Language Processing 34%

• Vaccination Against SARS-CoV-2 Decreases Risk of Adverse Events in Patients who Develop COVID-19 Following Cancer Surgery

  On behalf of the N3C Consortium, Mar 2023, In: Annals of surgical oncology. 30, 3, p. 1305-1308 4 p.

  Research output: Contribution to journal › Comment/debate › peer-review

  Open Access

• Who is pregnant? Defining real-world data-based pregnancy episodes in the National COVID Cohort Collaborative (N3C)

  N3C Consortium, Oct 1 2023, In: JAMIA Open. 6, 3, ooad067.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Pregnancy 100%
  • Gestational Age 78%
  • Electronic Health Records 46%
  • Pregnancy Outcome 30%
  • Ectopic Pregnancy 17%
• 2022

  Demonstrating an approach for evaluating synthetic geospatial and temporal epidemiologic data utility: results from analyzing >1.8 million SARS-CoV-2 tests in the United States National COVID Cohort Collaborative (N3C)

  The N3C Consortium, Aug 1 2022, In: Journal of the American Medical Informatics Association. 29, 8, p. 1350-1365 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • SARS Virus 100%
  • Coronavirus 64%
  • Epidemics 58%
  • Datasets 40%
  • Sample Size 30%

• Electronic Health Record–Based Recruitment and Retention and Mobile Health App Usage: Multisite Cohort Study

  Coughlin, J. W., Martin, L. M., Zhao, D., Goheer, A., Woolf, T. B., Holzhauer, K., Lehmann, H. P., Lent, M. R., McTigue, K. M., Clark, J. M. & Bennett, W. L., Jun 1 2022, In: Journal of medical Internet research. 24, 6, e34191.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Mobile Applications 100%
  • Telemedicine 84%
  • Electronic Health Records 58%
  • Cohort Studies 52%
  • Sleep 44%

• Harmonizing units and values of quantitative data elements in a very large nationally pooled electronic health record (EHR) dataset

  Bradwell, K. R., Wooldridge, J. T., Amor, B., Bennett, T. D., Anand, A., Bremer, C., Yoo, Y. J., Qian, Z., Johnson, S. G., Pfaff, E. R., Girvin, A. T., Manna, A., Niehaus, E. A., Hong, S. S., Zhang, X. T., Zhu, R. L., Bissell, M., Qureshi, N., Saltz, J., Haendel, M. A., & 3 othersChute, C. G., Lehmann, H. P. & Moffitt, R. A., Jul 1 2022, In: Journal of the American Medical Informatics Association. 29, 7, p. 1172-1182 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Electronic Health Records 100%
  • Datasets 77%
  • Nonparametric Statistics 46%

• Human-Centered Design of a Clinical Decision Support for Anemia Screening in Children with Inflammatory Bowel Disease

  Miller, S. D., Murphy, Z., Gray, J. H., Marsteller, J., Oliva-Hemker, M., Maslen, A., Lehmann, H. P., Nagy, P., Hutfless, S. & Gurses, A. P., Nov 15 2022, In: Applied clinical informatics. 14, 2, p. 345-353 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Universal Design 100%
  • Clinical Decision Support Systems 78%
  • Automation 74%
  • Decision support systems 61%
  • Inflammatory Bowel Diseases 57%

• Night eating, weight, and health behaviors in adults participating in the Daily24 study

  Lent, M. R., Atwood, M., Bennett, W. L., Woolf, T. B., Martin, L., Zhao, D., Goheer, A. A., Song, S., McTigue, K. M., Lehmann, H. P., Holzhauer, K. & Coughlin, J. W., Apr 2022, In: Eating Behaviors. 45, 101605.

  Research output: Contribution to journal › Article › peer-review

  • health behavior 100%
  • Health Behavior 99%
  • Feeding Behavior 93%
  • eating behavior 92%
  • Eating 72%

• Potential reduction in healthcare carbon footprint by autonomous artificial intelligence

  Wolf, R. M., Abramoff, M. D., Channa, R., Tava, C., Clarida, W. & Lehmann, H. P., Dec 2022, In: npj Digital Medicine. 5, 1, 62.

  Research output: Contribution to journal › Comment/debate › peer-review

  Open Access

• Synergies between centralized and federated approaches to data quality: A report from the national COVID cohort collaborative

  Pfaff, E. R., Girvin, A. T., Gabriel, D. L., Kostka, K., Morris, M., Palchuk, M. B., Lehmann, H. P., Amor, B., Bissell, M., Bradwell, K. R., Gold, S., Hong, S. S., Loomba, J., Manna, A., Mcmurry, J. A., Niehaus, E., Qureshi, N., Walden, A., Zhang, X. T., Zhu, R. L., & 67 othersMoffitt, R. A., Haendel, M. A., Chute, C. G., Adams, W. G., Al-Shukri, S., Anzalone, A., Baghal, A., Bennett, T. D., Bernstam, E. V., Bissell, M. M., Bush, B., Campion, T. R., Castro, V., Chang, J., Chaudhari, D. D., Chen, W., Chu, S., Cimino, J. J., Crandall, K. A., Crooks, M., Davies, S. J. D., Dipalazzo, J., Dorr, D., Eckrich, D., Eltinge, S. E., Fort, D. G., Golovko, G., Gupta, S., Haendel, M. A., Hajagos, J. G., Hanauer, D. A., Harnett, B. M., Horswell, R., Huang, N., Johnson, S. G., Kahn, M., Khanipov, K., Kieler, C., Luzuriaga, K. R. D., Maidlow, S., Martinez, A., Mathew, J., Mcclay, J. C., Mcmahan, G., Melancon, B., Meystre, S., Miele, L., Morizono, H., Pablo, R., Patel, L., Phuong, J., Popham, D. J., Pulgarin, C., Santos, C., Sarkar, I. N., Sazo, N., Setoguchi, S., Soby, S., Surampalli, S., Suver, C., Vangala, U. M. R., Visweswaran, S., Oehsen, J. V., Walters, K. M., Wiley, L., Williams, D. A. & Zai, A., Apr 1 2022, In: Journal of the American Medical Informatics Association. 29, 4, p. 609-618 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Data Accuracy 100%
  • Heuristics 45%
  • Quality Improvement 23%
  • Health Insurance Portability and Accountability Act 16%
  • Informatics 15%

• Temporal Events Detector for Pregnancy Care (TED-PC): A rule-based algorithm to infer gestational age and delivery date from electronic health records of pregnant women with and without COVID-19

  the National COVID Cohort Collaborative Consortium, Oct 2022, In: PloS one. 17, 10 October, e0276923.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Electronic Health Records 100%
  • Gestational Age 84%
  • SARS Virus 72%
  • Pregnancy 59%
  • Virus Diseases 23%
• 2021

  Applying Decision Science to the Prioritization of Healthcare-Associated Infection Initiatives

  Tsai, T. H., Gerst, M. D., Engineer, C. & Lehmann, H. P., Oct 1 2021, In: Journal of patient safety. 17, 7, p. 506-512 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Cross Infection 100%
  • Healthcare 77%
  • Patient Safety 73%
  • Decision Support Techniques 58%
  • Costs and Cost Analysis 46%

• A scoping review of knowledge authoring tools used for developing computerized clinical decision support systems

  Nair, S. S., Li, C., Doijad, R., Nagy, P., Lehmann, H. & Kharrazi, H., Oct 1 2021, In: JAMIA Open. 4, 4, ooab106.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Clinical Decision Support Systems 100%
  • Publications 42%
  • Systems Integration 36%
  • Search Engine 32%
  • Vocabulary 31%

• Can FHIR support standardization in post-market safety surveillance?

  Wang, X., Lehmann, H. & Botsis, T., Jul 1 2021, Public Health and Informatics: Proceedings of MIE 2021. IOS Press, p. 33-37 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  • Delivery of Health Care 100%
  • Safety 95%
  • Information Systems 60%
  • United States Food and Drug Administration 54%
  • Research Design 21%

• Clinical Characterization and Prediction of Clinical Severity of SARS-CoV-2 Infection among US Adults Using Data from the US National COVID Cohort Collaborative

  Bennett, T. D., Moffitt, R. A., Hajagos, J. G., Amor, B., Anand, A., Bissell, M. M., Bradwell, K. R., Bremer, C., Byrd, J. B., Denham, A., DeWitt, P. E., Gabriel, D., Garibaldi, B. T., Girvin, A. T., Guinney, J., Hill, E. L., Hong, S. S., Jimenez, H., Kavuluru, R., Kostka, K., & 25 othersLehmann, H. P., Levitt, E., Mallipattu, S. K., Manna, A., McMurry, J. A., Morris, M., Muschelli, J., Neumann, A. J., Palchuk, M. B., Pfaff, E. R., Qian, Z., Qureshi, N., Russell, S., Spratt, H., Walden, A., Williams, A. E., Wooldridge, J. T., Yoo, Y. J., Zhang, X. T., Zhu, R. L., Austin, C. P., Saltz, J. H., Gersing, K. R., Haendel, M. A. & Chute, C. G., Jul 13 2021, In: JAMA Network Open. 4, 7, p. E2116901

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • SARS Virus 100%
  • Odds Ratio 43%
  • Machine Learning 32%
  • Infections 32%
  • Logistic Models 25%

• Development of a mobile app for ecological momentary assessment of circadian data: Design considerations and usability testing

  Woolf, T. B., Goheer, A., Holzhauer, K., Martinez, J., Coughlin, J. W., Martin, L., Zhao, D., Song, S., Ahmad, Y., Sokolinskyi, K., Remayeva, T., Clark, J. M., Bennett, W. & Lehmann, H., Jul 2021, In: JMIR Formative Research. 5, 7, e26297.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Ecological Momentary Assessment 100%
  • Mobile Applications 94%
  • Eating 27%
  • Cohort Studies 24%
  • Health Expenditures 18%

• Patient recruitment into a multicenter clinical cohort linking electronic health records from 5 health systems: Cross-sectional analysis

  Bennett, W. L., Bramante, C. T., Rothenberger, S. D., Kraschnewski, J. L., Herring, S. J., Lent, M. R., Clark, J. M., Conroy, M. B., Lehmann, H., Cappella, N., Gauvey-Kern, M., McCullough, J. & McTigue, K. M., May 2021, In: Journal of medical Internet research. 23, 5, e24003.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Electronic Health Records 100%
  • Patient Selection 85%
  • Cross-Sectional Studies 63%
  • Patient Portals 56%
  • Health 47%

• Preferences for updates on general research results: A survey of participants in genomic research from two institutions

  Taylor, C. O., Manov, N. F., Crew, K. D., Weng, C., Connolly, J. J., Chute, C. G., Ford, D. E., Lehmann, H., Rahm, A. K., Kullo, I. J., Caraballo, P. J., Holm, I. A. & Mathews, D., May 2021, In: Journal of Personalized Medicine. 11, 5, 399.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Research Personnel 100%
  • Cluster Analysis 64%
  • Cross-Sectional Studies 46%

• The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment

  N3C Consortium, Mar 1 2021, In: Journal of the American Medical Informatics Association. 28, 3, p. 427-443 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Coronavirus 100%
  • Organizations 49%
  • Machine Learning 44%
  • Research Personnel 41%
  • Information Dissemination 23%
  7 Scopus citations

• What influences the “when” of eating and sleeping?A qualitative interview study

  Goheer, A., Holzhauer, K., Martinez, J., Woolf, T., Coughlin, J. W., Martin, L., Zhao, D., Lehmann, H., Clark, J. M. & Bennett, W. L., Jan 1 2021, In: Appetite. 156, 104980.

  Research output: Contribution to journal › Article › peer-review

  • eating behavior 100%
  • qualitative interview 97%
  • Eating 78%
  • Interviews 68%
  • Study Guides 21%
• 2020

  A method for measuring the effect of certified electronic health record technology on childhood immunization status scores among Medicaid managed care network providers

  Messino, P. J., Kharrazi, H., Kim, J. M. & Lehmann, H., Oct 2020, In: Journal of Biomedical Informatics. 110, 103567.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Immunization 100%
  • Biomedical Technology 85%
  • Managed Care Programs 77%
  • Medicaid 74%
  • Electronic Health Records 68%

• Cost-effectiveness of Autonomous Point-of-Care Diabetic Retinopathy Screening for Pediatric Patients with Diabetes

  Wolf, R. M., Channa, R., Abramoff, M. D. & Lehmann, H. P., Oct 2020, In: JAMA ophthalmology. 138, 10, p. 1063-1069 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Artificial Intelligence 100%
  • Point-of-Care Systems 95%
  • Diabetic Retinopathy 88%
  • Cost-Benefit Analysis 73%
  • Type 2 Diabetes Mellitus 56%

• Information Visualization Platform for Postmarket Surveillance Decision Support

  Spiker, J., Kreimeyer, K., Dang, O., Boxwell, D., Chan, V., Cheng, C., Gish, P., Lardieri, A., Wu, E., De, S., Naidoo, J., Lehmann, H., Rosner, G. L., Ball, R. & Botsis, T., Sep 1 2020, In: Drug Safety. 43, 9, p. 905-915 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Safety 100%
  • Natural Language Processing 19%
  • Boidae 18%
  • Informatics 16%
  • Automation 15%
  1 Scopus citations

• It is time for computable evidence synthesis: The COVID-19 Knowledge Accelerator initiative

  Alper, B. S., Richardson, J. E., Lehmann, H. P. & Subbian, V., Aug 1 2020, In: Journal of the American Medical Informatics Association. 27, 8, p. 1338-1339 2 p.

  Research output: Contribution to journal › Letter › peer-review

  Open Access
  3 Scopus citations
• 2019

  Anemia screening, prevalence, and treatment in pediatric inflammatory bowel disease in the United States, 2010-2014

  Miller, S. D., Cuffari, C., Akhuemonkhan, E., Guerrerio, A. L., Lehmann, H. & Hutfless, S., 2019, In: Pediatric Gastroenterology, Hepatology and Nutrition. 22, 2, p. 152-161 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Inflammatory Bowel Diseases 100%
  • Anemia 89%
  • Pediatrics 68%
  • Iron 48%
  • Ulcerative Colitis 47%
  3 Scopus citations

• Association of sex, age and education level with patient reported outcomes in atrial fibrillation

  Gleason, K. T., Dennison Himmelfarb, C. R., Ford, D. E., Lehmann, H., Samuel, L., Han, H. R., Jain, S. K., Naccarelli, G. V., Aggarwal, V. & Nazarian, S., Apr 5 2019, In: BMC Cardiovascular Disorders. 19, 1, 85.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Sex Education 100%
  • Patient Reported Outcome Measures 92%
  • Atrial Fibrillation 74%
  • Quality of Life 19%
  • Anxiety 16%
  4 Scopus citations

• Association of sex and atrial fibrillation therapies with patient-reported outcomes

  Gleason, K. T., Himmelfarb, C. R. D., Ford, D. E., Lehmann, H., Samuel, L., Jain, S., Naccarelli, G., Aggarwal, V. & Nazarian, S., Nov 1 2019, In: Heart. 105, 21, p. 1642-1648 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Patient Reported Outcome Measures 100%
  • Atrial Fibrillation 80%
  • Quality of Life 19%
  • Therapeutics 14%
  • Sex Characteristics 5%
  6 Scopus citations

• Bioinformatics for medical students: a 5-year experience using OMIM® in medical student education

  Lee-Barber, J., Kulo, V., Lehmann, H., Hamosh, A. & Bodurtha, J., Feb 1 2019, In: Genetics in Medicine. 21, 2, p. 493-497 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Genetic Databases 100%
  • Clinical Competence 89%
  • Medical Education 83%
  • Medical Students 75%
  • Computational Biology 71%
  3 Scopus citations

• Developing a risk-based composite neurologic outcome for a trial of hydroxyurea in young children with sickle cell disease

  Casella, J. F., Adams, R. J., Brambilla, D. J., Strouse, J. J., Maier, P., Dlugash, R., Avadhani, R., Vermillion, K., Tonascia, J., Voeks, J. H., Hanley, D. F., Thompson, R. E. & Lehmann, H. P., Feb 1 2019, In: Clinical Trials. 16, 1, p. 20-31 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Hydroxyurea 100%
  • Sickle Cell Anemia 90%
  • Nervous System 67%
  • Research Personnel 47%
  • Stroke 47%

• Evaluation of a Training Program to Improve Organizational Capacity for Health Systems Analytics

  Miller, S. D., Stablein, P., Syed, J., Smothers, V., Marx, E., Greene, P., Lehmann, H. & Nagy, P. G., Aug 1 2019, In: Applied clinical informatics. 10, 4, p. 634-642 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Data Science 100%
  • Medical informatics 79%
  • Medical Informatics 72%
  • Bioinformatics 62%
  • Health 52%
  1 Scopus citations