Institute for Informatics, Data Science and Biostatistics

Research output

Research output per year 1968 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2023

• 2690 Article
• 115 Conference contribution
• 102 Review article
• 52 Comment/debate
• 132 More
  • 47 Chapter
  • 38 Letter
  • 24 Editorial
  • 14 Conference article
  • 4 Foreword/postscript
  • 4 Paper
  • 1 Book

Research output per year

Research output per year

Search results

• A pragmatic machine learning model to predict carbapenem resistance

  McGuire, R. J., Yu, S. C., Payne, P. R. O., Lai, A. M., Vazquez-Guillamet, M. C., Kollef, M. H. & Michelson, A. P., Jul 2021, In: Antimicrobial agents and chemotherapy. 65, 7, e00063-21.

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

  • Carbapenems 100%
  • Machine Learning 97%
  • Infections 20%
  • Anti-Bacterial Agents 18%
  • Central Venous Catheters 16%
  9 Scopus citations

• A Pragmatic Trial of Symptom-Based Inhaled Corticosteroid Use in African-American Children with Mild Asthma

  Sumino, K., Bacharier, L. B., Taylor, J., Chadwick-Mansker, K., Curtis, V., Nash, A., Jackson-Triggs, S., Moen, J., Schechtman, K. B., Garbutt, J. & Castro, M., Jan 2020, In: Journal of Allergy and Clinical Immunology: In Practice. 8, 1, p. 176-185.e2

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

  • Pragmatic Clinical Trials 100%
  • African Americans 66%
  • Adrenal Cortex Hormones 57%
  • Social Adjustment 56%
  • Asthma 55%
  39 Scopus citations

• A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape

  Ried, J. S., Jeff, J. M., Chu, A. Y., Bragg-Gresham, J. L., Van Dongen, J., Huffman, J. E., Ahluwalia, T. S., Cadby, G., Eklund, N., Eriksson, J., Esko, T., Feitosa, M. F., Goel, A., Gorski, M., Hayward, C., Heard-Costa, N. L., Jackson, A. U., Jokinen, E., Kanoni, S., Kristiansson, K., & 256 othersKutalik, Z., Lahti, J., Luan, J., Mägi, R., Mahajan, A., Mangino, M., Medina-Gomez, C., Monda, K. L., Nolte, I. M., Pérusse, L., Prokopenko, I., Qi, L., Rose, L. M., Salvi, E., Smith, M. T., Snieder, H., Standáková, A., Ju Sung, Y., Tachmazidou, I., Teumer, A., Thorleifsson, G., Van Der Harst, P., Walker, R. W., Wang, S. R., Wild, S. H., Willems, S. M., Wong, A., Zhang, W., Albrecht, E., Couto Alves, A., Bakker, S. J. L., Barlassina, C., Bartz, T. M., Beilby, J., Bellis, C., Bergman, R. N., Bergmann, S., Blangero, J., Blüher, M., Boerwinkle, E., Bonnycastle, L. L., Bornstein, S. R., Bruinenberg, M., Campbell, H., Chen, Y. D. I., Chiang, C. W. K., Chines, P. S., Collins, F. S., Cucca, F., Cupples, L. A., D'avila, F., De Geus, E. J. C., Dedoussis, G., Dimitriou, M., Döring, A., Eriksson, J. G., Farmaki, A. E., Farrall, M., Ferreira, T., Fischer, K., Forouhi, N. G., Friedrich, N., Gjesing, A. P., Glorioso, N., Graff, M., Grallert, H., Grarup, N., Gräßler, J., Grewal, J., Hamsten, A., Harder, M. N., Hartman, C. A., Hassinen, M., Hastie, N., Hattersley, A. T., Havulinna, A. S., Heliövaara, M., Hillege, H., Hofman, A., Holmen, O., Homuth, G., Hottenga, J. J., Hui, J., Husemoen, L. L., Hysi, P. G., Isaacs, A., Ittermann, T., Jalilzadeh, S., James, A. L., Jørgensen, T., Jousilahti, P., Jula, A., Marie Justesen, J., Justice, A. E., Kähönen, M., Karaleftheri, M., Tee Khaw, K., Keinanen-Kiukaanniemi, S. M., Kinnunen, L., Knekt, P. B., Koistinen, H. A., Kolcic, I., Kooner, I. K., Koskinen, S., Kovacs, P., Kyriakou, T., Laitinen, T., Langenberg, C., Lewin, A. M., Lichtner, P., Lindgren, C. M., Lindström, J., Linneberg, A., Lorbeer, R., Lorentzon, M., Luben, R., Lyssenko, V., Männistö, S., Manunta, P., Leach, I. M., Mcardle, W. L., Mcknight, B., Mohlke, K. L., Mihailov, E., Milani, L., Mills, R., Montasser, M. E., Morris, A. P., Müller, G., Musk, A. W., Narisu, N., Ong, K. K., Oostra, B. A., Osmond, C., Palotie, A., Pankow, J. S., Paternoster, L., Penninx, B. W., Pichler, I., Pilia, M. G., Polašek, O., Pramstaller, P. P., Raitakari, O. T., Rankinen, T., Rao, D. C., Rayner, N. W., Ribel-Madsen, R., Rice, T. K., Richards, M., Ridker, P. M., Rivadeneira, F., Ryan, K. A., Sanna, S., Sarzynski, M. A., Scholtens, S., Scott, R. A., Sebert, S., Southam, L., Sparsø, T. H., Steinthorsdottir, V., Stirrups, K., Stolk, R. P., Strauch, K., Stringham, H. M., Swertz, M. A., Swift, A. J., Tönjes, A., Tsafantakis, E., Van Der Most, P. J., Van Vliet-Ostaptchouk, J. V., Vandenput, L., Vartiainen, E., Venturini, C., Verweij, N., Viikari, J. S., Vitart, V., Vohl, M. C., Vonk, J. M., Waeber, G., Widén, E., Willemsen, G., Wilsgaard, T., Winkler, T. W., Wright, A. F., Yerges-Armstrong, L. M., Zhao, J. H., Carola Zillikens, M., Boomsma, D. I., Bouchard, C., Chambers, J. C., Chasman, D. I., Cusi, D., Gansevoort, R. T., Gieger, C., Hansen, T., Hicks, A. A., Hu, F., Hveem, K., Jarvelin, M. R., Kajantie, E., Kooner, J. S., Kuh, D., Kuusisto, J., Laakso, M., Lakka, T. A., Lehtimäki, T., Metspalu, A., Njølstad, I., Ohlsson, C., Oldehinkel, A. J., Palmer, L. J., Pedersen, O., Perola, M., Peters, A., Psaty, B. M., Puolijoki, H., Rauramaa, R., Rudan, I., Salomaa, V., Schwarz, P. E. H., Shudiner, A. R., Smit, J. H., Sørensen, T. I. A., Spector, T. D., Stefansson, K., Stumvoll, M., Tremblay, A., Tuomilehto, J., Uitterlinden, A. G., Uusitupa, M., Völker, U., Vollenweider, P., Wareham, N. J., Watkins, H., Wilson, J. F., Zeggini, E., Abecasis, G. R., Boehnke, M., Borecki, I. B., Deloukas, P., Van Duijn, C. M., Fox, C., Groop, L. C., Heid, I. M., Hunter, D. J., Kaplan, R. C., Mccarthy, M. I., North, K. E., O'connell, J. R., Schlessinger, D., Thorsteinsdottir, U., Strachan, D. P., Frayling, T., Hirschhorn, J. N., Müller-Nurasyid, M. & Loos, R. J. F., Nov 23 2016, In: Nature communications. 7, 13357.

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

  Open Access

  • loci 100%
  • Principal Component Analysis 94%
  • phenotype 94%
  • Meta-Analysis 66%
  • Shape 57%
  49 Scopus citations

• A propensity-matched comparison of long-term disability worsening in patients with multiple sclerosis treated with dimethyl fumarate or fingolimod

  Salter, A., Lancia, S., Cutter, G., Marrie, R. A., Mendoza, J. P., Lewin, J. B. & Fox Mellen, R. J., 2021, In: Therapeutic Advances in Neurological Disorders. 14

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

  Open Access

  • Dimethyl Fumarate 100%
  • Fingolimod Hydrochloride 89%
  • Multiple Sclerosis 56%
  • Confidence Intervals 19%
  • Propensity Score 11%
  5 Scopus citations

• A prospective study of cognitive function and onset of Dementia in cognitively healthy elders

  Rubin, E. H., Storandt, M., Miller, J. P., Kinscherf, D. A., Grant, E. A., Morris, J. C. & Berg, L., 1998, In: Archives of neurology. 55, 3, p. 395-401 7 p.

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

  • Dementia 100%
  • Cognitive Function 78%
  • Psychometrics 68%
  • Elders 67%
  • Onset 60%
  269 Scopus citations

• A proteomics approach identifies novel proteins involved in gravitropic signal transduction

  Schenck, C. A., Nadella, V., Clay, S. L., Lindner, J., Abrams, Z. & Wyatt, S. E., Jan 2013, In: American Journal of Botany. 100, 1, p. 194-202 9 p.

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

  • proteomics 100%
  • Proteomics 74%
  • signal transduction 71%
  • Signal Transduction 63%
  • protein 58%
  23 Scopus citations

• A protocol to evaluate RNA sequencing normalization methods

  Abrams, Z. B., Johnson, T. S., Huang, K., Payne, P. R. O. & Coombes, K., Dec 20 2019, In: BMC bioinformatics. 20, 679.

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

  Open Access

  • RNA Sequencing 100%
  • RNA 72%
  • Sequencing 71%
  • RNA Sequence Analysis 67%
  • Normalization 59%
  50 Scopus citations

• A prototype of translational informatics in action

  Payne, P. R. O., Jan 1 2015, Translational Informatics: Realizing the Promise of Knowledge-Driven Healthcare. Springer-Verlag London Ltd, p. 21-31 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Informatics 100%
  • Biomedical Research 13%
  • Health Personnel 11%
  • Organizations 11%
  • Delivery of Health Care 8%

• A psychometric assessment of the St. George's respiratory questionnaire in patients with COPD using rasch model analysis

  Lo, C., Liang, W. M., Hang, L. W., Wu, T. C., Chang, Y. J. & Chang, C. H., Aug 20 2015, In: Health and Quality of Life Outcomes. 13, 1, 131.

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

  Open Access

  • model analysis 100%
  • Psychometrics 80%
  • Chronic Obstructive Pulmonary Disease 76%
  • psychometrics 73%
  • questionnaire 43%
  14 Scopus citations

• A Qualitative Study of Perioperative Depression and Anxiety in Older Adults

  Abraham, J., Meng, A., Siraco, S., Kannampallil, T., Politi, M. C., Baumann, A. A., Lenze, E. J. & Avidan, M. S., Oct 2020, In: American Journal of Geriatric Psychiatry. 28, 10, p. 1107-1118 12 p.

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

  • Anxiety 100%
  • Depression 91%
  • Interviews 73%
  • Perioperative Care 72%
  • Mental Health 43%
  10 Scopus citations

• A qualitative study of physician perspectives on adaptation to electronic health records

  Sieck, C. J., Pearl, N., Bright, T. J. & Yen, P. Y., Feb 10 2020, In: BMC Medical Informatics and Decision Making. 20, 1, 25.

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

  Open Access

  • Electronic Health Records 100%
  • physician 74%
  • electronics 68%
  • Physicians 61%
  • health 44%
  10 Scopus citations

• A quantitative trait locus on 7q31 for the changes in plasma insulin in response to exercise training: The HERITAGE Family Study

  Lakka, T. A., Rankinen, T., Weisnagel, S. J., Chagnon, Y. C., Rice, T., Leon, A. S., Skinner, J. S., Wilmore, J. H., Rao, D. C. & Bouchard, C., Jun 1 2003, In: Diabetes. 52, 6, p. 1583-1587 5 p.

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

  Open Access

  • Quantitative Trait Loci 100%
  • African Continental Ancestry Group 58%
  • Insulin 54%
  • Exercise 51%
  • Fasting 47%
  39 Scopus citations

• Aquatic fauna as indicators for Everglades restoration: Applying dynamic targets in assessments

  Trexler, J. C. & Goss, C. W., Nov 2009, In: Ecological Indicators. 9, 6 SUPPL., p. S108-S119

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

  • Birds 100%
  • fauna 91%
  • bird 91%
  • Restoration 89%
  • restoration 82%
  64 Scopus citations

• A random effects four-part model, with application to correlated medical costs

  Liu, L., Conaway, M. R., Knaus, W. A. & Bergin, J. D., May 15 2008, In: Computational Statistics and Data Analysis. 52, 9, p. 4458-4473 16 p.

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

  • Random Effects 100%
  • Laplace Approximation 89%
  • Random Effects Model 76%
  • Costs 71%
  • Chronic Heart Failure 59%
  26 Scopus citations

• A randomized, blinded, parallel-group, pilot trial of mycophenolate mofetil (CellCept) compared with interferon beta-1a (Avonex) in patients with relapsing-remitting multiple sclerosis

  Frohman, E. M., Cutter, G., Gao, H., Salter, A., Remington, G., Conger, A., Treadaway, K., Frohman, T. C., Bates, A., Stuve, O., Greenberg, B. M., Rossman, H., Weinstock Guttman, B., Lindzen, E., Durfee, J. E., Carl, E., Dwyer, M. G., Shah, A., Cox, J. L., Racke, M. K., & 1 othersZivadinov, R., Jan 2010, In: Therapeutic Advances in Neurological Disorders. 3, 1, p. 15-28 14 p.

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

  • Interferon beta-1a 100%
  • Relapsing-Remitting Multiple Sclerosis 83%
  • Mycophenolic Acid 78%
  • Interferon-beta 77%
  • Gadolinium 54%
  28 Scopus citations

• A randomized, open-label study of the tolerability and efficacy of one or three daily doses of ivermectin plus diethylcarbamazine and albendazole (IDA) versus one dose of ivermectin plus albendazole (IA) for treatment of onchocerciasis

  Opoku, N. O., Doe, F., Dubben, B., Fetcho, N., Fischer, K., Fischer, P. U., Gordor, S., Goss, C. W., Gyasi, M. E., Hoerauf, A., Hong, A., Kanza, E., King, C. L., Laryea, R., Lew, D., Seidu, M. A. & Weil, G. J., May 2023, In: PLoS neglected tropical diseases. 17, 5, e0011365.

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

  Open Access

  • Diethylcarbamazine 100%
  • Ivermectin 89%
  • Albendazole 87%
  • adverse events 59%
  • human being 34%

• A randomized clinical trial of continuous-flow nitrous oxide and midazolam for sedation of young children during laceration repair

  Luhmann, J. D., Kennedy, R. M., Porter, F. L., Miller, J. P. & Jaffe, D. M., 2001, In: Annals of emergency medicine. 37, 1, p. 20-27 8 p.

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

  • Nitrous Oxide 100%
  • Lacerations 98%
  • Midazolam 96%
  • Randomized Controlled Trials 57%
  • Lidocaine 38%
  108 Scopus citations

• A randomized controlled trial evaluating the BREASTChoice tool for personalized decision support about breast reconstruction after mastectomy

  Politi, M. C., Lee, C. N., Philpott-Streiff, S. E., Foraker, R. E., Olsen, M. A., Merrill, C., Tao, Y. & Myckatyn, T. M., Feb 1 2020, In: Annals of surgery. 271, 2, p. 230-237 8 p.

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

  • Mammaplasty 100%
  • Mastectomy 94%
  • Randomized Controlled Trials 57%
  • Health Literacy 21%
  • Decision Support Techniques 20%
  27 Scopus citations

• A randomized study of the impact of home health aides on diabetic control and utilization patterns

  Hopper, S. V., Miller, J. P., Birge, C. & Swift, J., 1984, In: American journal of public health. 74, 6, p. 600-602 3 p.

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

  Open Access

  • home health aide 100%
  • Home Health Aides 99%
  • Blood Glucose 48%
  • Appointments and Schedules 47%
  • Fasting 46%
  28 Scopus citations

• A Randomized Trial Comparing Telemedicine Case Management with Usual Care in Older, Ethnically Diverse, Medically Underserved Patients with Diabetes Mellitus: 5 Year Results of the IDEATel Study

  Shea, S., Weinstock, R. S., Teresi, J. A., Palmas, W., Starren, J., Cimino, J. J., Lai, A. M., Field, L., Morin, P. C., Goland, R., Izquierdo, R. E., Ebner, S., Silver, S., Petkova, E., Kong, J. & Eimicke, J. P., Jul 2009, In: Journal of the American Medical Informatics Association. 16, 4, p. 446-456 11 p.

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

  Open Access

  • Telemedicine 100%
  • Case Management 97%
  • Vulnerable Populations 93%
  • Diabetes Mellitus 71%
  • Blood Pressure 57%
  264 Scopus citations

• A Randomized Trial of Weight Change in a National Home Visiting Program

  Haire-Joshu, D., Schwarz, C. D., Steger-May, K., Lapka, C., Schechtman, K., Brownson, R. C. & Tabak, R. G., Mar 2018, In: American Journal of Preventive Medicine. 54, 3, p. 341-351 11 p.

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

  Open Access

  • Mothers 100%
  • Weights and Measures 99%
  • Weight Loss 96%
  • Healthy Diet 88%
  • Parents 88%
  21 Scopus citations

• Architecture for remote training of home telemedicine patients.

  Lai, A. M., Starren, J. B., Shea, S. & IDEATel Consortium, C., 2005, In: AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium. p. 1015 1 p.

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

  • Telemedicine 100%
  • Equipment and Supplies 53%
  • Telephone 28%
  • Software 22%
  3 Scopus citations

• A real time online assessment system with modelized architecture on clinical infometrics for patient reported outcomes of prostate cancer

  Lin, H. C., Wu, H. C., Chang, C. H., Li, T. C., Liang, W. M. & Wang, J. Y., Jun 2012, In: Computer Methods and Programs in Biomedicine. 106, 3, p. 249-259 11 p.

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

  • Electronic assessment 100%
  • Online Systems 97%
  • Medical informatics 92%
  • Data warehouses 76%
  • Patient Reported Outcome Measures 73%
  6 Scopus citations

• A real-time screening alert improves patient recruitment efficiency.

  Weng, C., Batres, C., Borda, T., Weiskopf, N. G., Wilcox, A. B., Bigger, J. T. & Davidson, K. W., 2011, In: AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium. 2011, p. 1489-1498 10 p.

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

  • Patient Selection 100%
  • Data Analysis 34%
  • Referral and Consultation 16%
  • Research Personnel 15%
  • Cohort Studies 15%
  31 Scopus citations

• Are Complications after the Bernese Periacetabular Osteotomy Associated with Subsequent Outcomes Scores?

  Wells, J., Schoenecker, P., Petrie, J., Thomason, K., Goss, C. W. & Clohisy, J. C., May 1 2019, In: Clinical orthopaedics and related research. 477, 5, p. 1157-1163 7 p.

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

  Open Access

  • Osteotomy 100%
  • Hip 81%
  • Body Mass Index 23%
  • Surgeons 17%
  • Odds Ratio 15%
  15 Scopus citations

• A Reevaluation of the Tolerability and Effects of Single-Dose Ivermectin Treatment on Onchocerca volvulus Microfilariae in the Skin and Eyes in Eastern Ghana

  Opoku, N. O., Gyasi, M. E., Doe, F., Lew, D., Hong, A. R., Chithenga, S., Fischer, P. U., King, C. L. & Weil, G. J., Feb 2022, In: American Journal of Tropical Medicine and Hygiene. 106, 2, p. 740-745 6 p.

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

  Open Access

  • Onchocerca volvulus 100%
  • Microfilariae 90%
  • Ivermectin 88%
  • microfilariae 82%
  • Ghana 81%
  1 Scopus citations

• A Regional Approach to Hospital-Based Violence Intervention Programs Through LOV

  Mueller, K. L., Chapman-Kramer, K., Cooper, B. P., Kaser, T., Mancini, M., Moran, V., Vogel, M., Foraker, R. E. & Anwuri, V., May 1 2023, In: Journal of Public Health Management and Practice. 29, 3, p. 306-316 11 p.

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

  • Violence 100%
  • violence 59%
  • eligible patients 11%
  • Wounds and Injuries 9%
  • hospital system 9%
  1 Scopus citations

• Are retailers compliant with zoning regulations that ban tobacco sales near schools in Changsha, China?

  Wang, L., Lu, B., Wewers, M. E., Foraker, R. E., Xie, M. & Ferketich, A. K., Jul 2017, In: Tobacco Control. 26, 4, p. 446-451 6 p.

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

  • zoning 100%
  • Formal Social Control 82%
  • ban 82%
  • sales 79%
  • nicotine 78%
  8 Scopus citations

• Are Synthetic Data Derivatives the Future of Translational Medicine?

  Foraker, R., Mann, D. L. & Payne, P. R. O., Oct 2018, In: JACC: Basic to Translational Science. 3, 5, p. 716-718 3 p.

  Research output: Contribution to journal › Editorial

  Open Access
  16 Scopus citations

• A retrospective analysis of treatment outcomes and time to relapse after intensive medical treatment for chronic sinusitis

  Subramanian, H. N., Schechtman, K. B. & Hamilos, D. L., Nov 1 2002, In: American Journal of Rhinology. 16, 6, p. 303-312 10 p.

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

  • Sinusitis 100%
  • Recurrence 51%
  • Steroids 19%
  • Anti-Bacterial Agents 17%
  • Therapeutics 14%
  105 Scopus citations

• A retrospective look at the predictions and recommendations from the 2009 AMIA policy meeting: did we see EHR-related clinician burnout coming?

  Starren, J. B., Tierney, W. M., Williams, M. S., Tang, P., Weir, C., Koppel, R., Payne, P., Hripcsak, G. & Detmer, D. E., May 1 2021, In: Journal of the American Medical Informatics Association. 28, 5, p. 948-954 7 p.

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

  Open Access

  • Medical Informatics 100%
  • Psychological Burnout 92%
  • Electronic Health Records 80%
  • American Recovery and Reinvestment Act 70%
  • Fraud 60%
  8 Scopus citations

• A review of approaches to identifying patient phenotype cohorts using electronic health records

  Shivade, C., Raghavan, P., Fosler-Lussier, E., Embi, P. J., Elhadad, N., Johnson, S. B. & Lai, A. M., 2014, In: Journal of the American Medical Informatics Association. 21, 2, p. 221-230 10 p.

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

  Open Access

  • Electronic Health Records 100%
  • Medical Informatics 92%
  • Natural Language Processing 72%
  • American Medical Association 64%
  • Phenotype 58%
  297 Scopus citations

• A Review of High-Dimensional Mediation Analyses in DNA Methylation Studies

  Zhang, H., Hou, L. & Liu, L., 2022, Methods in Molecular Biology. Humana Press Inc., p. 123-135 13 p. (Methods in Molecular Biology; vol. 2432).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • DNA Methylation 100%
  • Epigenomics 58%
  • Epigenome 42%
  • Methylation 30%
  • Genes 13%
  2 Scopus citations

• A review of recent genetic epidemiological studies of blood pressure

  An, P., Rice, T. & Rao, D. C., Feb 2000, In: Cardiovascular Reviews and Reports. 21, 2, p. 85-88 4 p.

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

  • Epidemiologic Studies 100%
  • Blood Pressure 76%
  • Genome 11%
  • Sodium-Hydrogen Exchangers 11%
  • Chromosomes, Human, Pair 21 11%
  1 Scopus citations

• A Review of the Genetics of Hypertension with a Focus on Gene-Environment Interactions

  Waken, R., de las Fuentes, L. & Rao, D. C., Mar 1 2017, In: Current Hypertension Reports. 19, 3, 23.

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

  • Gene-Environment Interaction 100%
  • Hypertension 52%
  • Phenotype 19%
  • Genome-Wide Association Study 16%
  • Life Style 13%
  30 Scopus citations

• A roadmap for caGrid, an enterprise Grid architecture for biomedical research

  Saltz, J., Hastings, S., Langella, S., Oster, S., Kurc, T., Payne, P., Ferreira, R., Plale, B., Goble, C., Ervin, D., Sharma, A., Pan, T., Permar, J., Brezany, P., Siebenlist, F., Madduri, R., Foster, I., Shanbhag, K., Mead, C. & Hong, N. C., 2008, Global Healthgrid: E-Science Meets Biomedical Informatics - Proceedings of HealthGrid 2008. IOS Press, p. 224-237 14 p. (Studies in Health Technology and Informatics; vol. 138).

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

  • Biomedical Research 100%
  • Informatics 83%
  • Computing Methodologies 56%
  • Grid computing 45%
  • Industry 43%
  7 Scopus citations

• Around the EQUATOR with clinician-scientists transdisciplinary aging research (Clin-STAR) principles: Implementation science challenges and opportunities

  Carpenter, C. R., Southerland, L. T., Lucey, B. P. & Prusaczyk, B., Dec 2022, In: Journal of the American Geriatrics Society. 70, 12, p. 3620-3630 11 p.

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

  • Implementation Science 100%
  • Interdisciplinary Research 89%
  • Evidence-Based Practice 48%
  • National Institute on Aging (U.S.) 34%
  • National Academies of Science, Engineering, and Medicine (U.S.) Health and Medicine Division 28%
  2 Scopus citations

• Articulation of postsurgical patient discharges: Coordinating care transitions from hospital to home

  Abraham, J., Kandasamy, M. & Huggins, A., Sep 1 2022, In: Journal of the American Medical Informatics Association. 29, 9, p. 1546-1558 13 p.

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

  • Patient Transfer 100%
  • Patient Discharge 95%
  • Education 19%
  • Thoracic Surgery 19%
  • Caregivers 18%

• Artificial intelligence: A powerful paradigm for scientific research

  Xu, Y., Liu, X., Cao, X., Huang, C., Liu, E., Qian, S., Liu, X., Wu, Y., Dong, F., Qiu, C. W., Qiu, J., Hua, K., Su, W., Wu, J., Xu, H., Han, Y., Fu, C., Yin, Z., Liu, M., Roepman, R., & 28 othersDietmann, S., Virta, M., Kengara, F., Zhang, Z., Zhang, L., Zhao, T., Dai, J., Yang, J., Lan, L., Luo, M., Liu, Z., An, T., Zhang, B., He, X., Cong, S., Liu, X., Zhang, W., Lewis, J. P., Tiedje, J. M., Wang, Q., An, Z., Wang, F., Zhang, L., Huang, T., Lu, C., Cai, Z., Wang, F. & Zhang, J., Nov 28 2021, In: The Innovation. 2, 4, 100179.

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

  Open Access

  • Artificial Intelligence 100%
  • Machine Learning 21%
  • Earth Sciences 18%
  • Materials Science 13%
  • Mathematics 12%
  152 Scopus citations

• A saturated map of common genetic variants associated with human height

  23andMe Research Team, VA Million Veteran Program, DiscovEHR (DiscovEHR and MyCode Community Health Initiative), eMERGE (Electronic Medical Records and Genomics Network), Lifelines Cohort Study, The PRACTICAL Consortium & Understanding Society Scientific group, Oct 27 2022, In: Nature. 610, 7933, p. 704-712 9 p.

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

  Open Access

  • Single Nucleotide Polymorphism 100%
  • HapMap Project 28%
  • Genome 26%
  • Population Biological Variation 24%
  • Genes 23%
  65 Scopus citations

• Ascertaining Design and Implementation Requirements for a Perioperative Neurocognitive Training Intervention for the Prevention of Persistent Pain After Surgery

  Holzer, K. J., Haroutounian, S., Meng, A., Wilson, E. A., Steinberg, A., Avidan, M. S., Kozower, B. D. & Abraham, J., Aug 1 2022, In: Pain Medicine (United States). 23, 8, p. 1355-1365 11 p.

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

  • Pain 100%
  • Interviews 49%
  • Patient Education 25%
  • Postoperative Pain 25%
  • Pain Management 24%

• Ascertaining Design Requirements for Postoperative Care Transition Interventions

  Abraham, J., King, C. R. & Meng, A., Jan 1 2021, In: Applied clinical informatics. 12, 1, p. 107-115 9 p.

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

  Open Access

  • Patient Transfer 100%
  • Postoperative Care 98%
  • Artificial Intelligence 84%
  • Standardization 80%
  • Operating rooms 56%
  8 Scopus citations

• A scoring strategy for progression risk and rates of treatment completion in subjects with latent tuberculosis

  Scolarici, M., Dekitani, K., Chen, L., Sokol-Anderson, M., Hoft, D. F. & Chatterjee, S., Nov 2018, In: PloS one. 13, 11, e0207582.

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

  Open Access

  • Latent Tuberculosis 100%
  • Tuberculin Test 32%
  • Skin Tests 26%
  • Global Burden of Disease 17%
  • Therapeutics 12%
  3 Scopus citations

• A screen for morphological complexity identifies regulators of switch-like transitions between discrete cell shapes

  Yin, Z., Sadok, A., Sailem, H., McCarthy, A., Xia, X., Li, F., Garcia, M. A., Evans, L., Barr, A. R., Perrimon, N., Marshall, C. J., Wong, S. T. C. & Bakal, C., Jul 2013, In: Nature Cell Biology. 15, 7, p. 860-871 12 p.

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

  • Cell Shape 100%
  • Hemocytes 38%
  • Genes 34%
  • Population Dynamics 33%
  • Population Characteristics 33%
  131 Scopus citations

• A screening tool for dengue fever in children

  Lai, W. P., Chien, T. W., Lin, H. J., Su, S. B. & Chang, C. H., Apr 2013, In: Pediatric Infectious Disease Journal. 32, 4, p. 320-324 5 p.

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

  • Dengue 100%
  • Child 38%
  • Leukocyte Count 5%
  • Platelet Count 5%
  • Area Under Curve 4%
  6 Scopus citations

• A semantic imitation model of social tag choices

  Fu, W. T., Kannampallil, T. G. & Kang, R., 2009, Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009 - 2009 IEEE International Conference on Social Computing, SocialCom 2009. p. 66-73 8 p. 5283882. (Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009; vol. 4).

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

  • Imitation 100%
  • Semantics 58%
  • Tagging 26%
  • Model 22%
  • Predict 15%
  34 Scopus citations

• A semi-parametric joint latent class model with longitudinal and survival data

  Liu, Y., Lin, Y., Zhou, J. & Liu, L., 2020, In: Statistics and its Interface. 13, 3, p. 411-422 12 p.

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

  Open Access

  • Latent Class Model 100%
  • Joint Model 94%
  • Latent Class Analysis 91%
  • Survival Data 80%
  • Longitudinal Data 76%
  3 Scopus citations

• A semiparametric joint model for terminal trend of quality of life and survival in palliative care research

  Li, Z., Frost, H. R., Tosteson, T. D., Zhao, L., Liu, L., Lyons, K., Chen, H., Cole, B., Currow, D. & Bakitas, M., Dec 20 2017, In: Statistics in medicine. 36, 29, p. 4692-4704 13 p.

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

  • Quality of Life 100%
  • Joint Model 91%
  • Semiparametric Model 78%
  • Trends 68%
  • Palliative Care 66%
  9 Scopus citations

• A semiparametric recurrent events model with time-varying coefficients

  Yu, Z., Liu, L., Bravata, D. M., Williams, L. S. & Tepper, R. S., Mar 15 2013, In: Statistics in medicine. 32, 6, p. 1016-1026 11 p.

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

  • Time-varying Coefficients 100%
  • Recurrent Events 98%
  • Time-varying 47%
  • Evaluate 39%
  • Estimate 34%
  19 Scopus citations

• A shared random effects model for censored medical costs and mortality

  Liu, L., Wolfe, R. A. & Kalbfleisch, J. D., Jan 15 2007, In: Statistics in medicine. 26, 1, p. 139-155 17 p.

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

  • Random Effects Model 100%
  • Mortality 97%
  • Costs 62%
  • Costs and Cost Analysis 53%
  • Unit of time 21%
  47 Scopus citations