Abel N Kho

  • 3133 Citations
20052023
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Research Output 2005 2019

2019

CP tensor decomposition with cannot-link intermode constraints

Henderson, J., Malin, B. A., Denny, J. C., Kho, A. N., Sun, J., Ghosh, J. & Ho, J. C., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 711-719 9 p. (SIAM International Conference on Data Mining, SDM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Factorization
Tensors
Decomposition
Labels
Experiments
1 Citation (Scopus)

Early prediction of acute kidney injury following ICU admission using a multivariate panel of physiological measurements

Zimmerman, L. P., Reyfman, P. A., Smith, A. D. R., Zeng, Z., Kho, A. N., Sanchez-Pinto, L. N. & Luo, Y., Jan 31 2019, In : BMC Medical Informatics and Decision Making. 19, 16.

Research output: Contribution to journalArticle

Acute Kidney Injury
Intensive Care Units
Critical Care
Creatinine
Logistic Models
2018

A case study evaluating the portability of an executable computable phenotype algorithm across multiple institutions and electronic health record environments

Pacheco, J. A., Rasmussen, L. V., Kiefer, R. C., Campion, T. R., Speltz, P., Carroll, R. J., Stallings, S. C., Mo, H., Ahuja, M., Jiang, G., LaRose, E. R., Peissig, P. L., Shang, N., Benoit, B., Gainer, V. S., Borthwick, K., Jackson, K. L., Sharma, A., Wu, A. Y., Kho, A. N. & 4 othersRoden, D. M., Pathak, J., Denny, J. C. & Thompson, W. K., Nov 1 2018, In : Journal of the American Medical Informatics Association. 25, 11, p. 1540-1546 7 p.

Research output: Contribution to journalArticle

Electronic Health Records
Phenotype
Genomics
Prostatic Hyperplasia

A computable phenotype for asthma case identification in adult and pediatric patients: External validation in the Chicago Area Patient-Outcomes Research Network (CAPriCORN)

Afshar, M., Press, V. G., Robison, R. G., Kho, A. N., Bandi, S., Biswas, A., Avila, P. C., Kumar, H. V. M., Yu, B., Naureckas, E. T., Nyenhuis, S. M. & Codispoti, C. D., Sep 2 2018, In : Journal of Asthma. 55, 9, p. 1035-1042 8 p.

Research output: Contribution to journalArticle

Asthma
Outcome Assessment (Health Care)
Pediatrics
Electronic Health Records
Phenotype

A Novel Patient Recruitment Strategy: Patient Selection Directly from the Community through Linkage to Clinical Data

Zimmerman, L. P., Goel, S., Sathar, S., Gladfelter, C. E., Onate, A., Kane, L. L., Sital, S., Phua, J., Davis, P., Margellos-Anast, H., Meltzer, D. O., Polonsky, T. S., Shah, R. C., Trick, W. E., Ahmad, F. S. & Kho, A. N., Jan 1 2018, In : Applied Clinical Informatics. 9, 1, p. 114-121 8 p., 170176ra.

Research output: Contribution to journalArticle

Patient Selection
Health
Electronic Health Records
Workflow
Surveying

Design of healthy hearts in the heartland (H3): A practice-randomized, comparative effectiveness study

Ciolino, J. D., Jackson, K. L., Liss, D., Brown, T., Walunas, T. L., Murakami, L., Chung, I., Persell, S. D. & Kho, A. N., Aug 1 2018, In : Contemporary Clinical Trials. 71, p. 47-54 8 p.

Research output: Contribution to journalArticle

Point-of-Care Systems
Random Allocation
Primary Health Care
Aptitude
Smoking Cessation
1 Citation (Scopus)

Detecting the Presence of an Individual in Phenotypic Summary Data

Liu, Y., Wan, Z., Xia, W., Kantarcioglu, M., Vorobeychik, Y., Clayton, E. W., Kho, A. N., Carrell, D. & Malin, B. A., Jan 1 2018, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018, p. 760-769 10 p.

Research output: Contribution to journalArticle

Privacy
Population
Genotype
Organizations
Genome
3 Citations (Scopus)

Engaging primary care practices in studies of improvement: Did you budget enough for practice recruitment?

Fagnan, L. J., Walunas, T. L., Parchman, M. L., Dickinson, C. L., Murphy, K. M., Howell, R., Jackson, K. L., Madden, M. B., Ciesla, J. R., Mazurek, K. D., Kho, A. N. & Solberg, L. I., Apr 1 2018, In : Annals of family medicine. 16, p. S72-S79

Research output: Contribution to journalArticle

Budgets
Primary Health Care
Costs and Cost Analysis
Quality Improvement
Health Services Research

Impact of Practice Facilitation in Primary Care on Chronic Disease Care Processes and Outcomes: a Systematic Review

Wang, A., Pollack, T., Kadziel, L. A., Ross, S. M., McHugh, M. C., Jordan, N. & Kho, A. N., Nov 1 2018, In : Journal of general internal medicine. 33, 11, p. 1968-1977 10 p.

Research output: Contribution to journalReview article

Primary Health Care
Chronic Disease
Cerebrovascular Disorders
Peripheral Vascular Diseases
Internal Medicine
2 Citations (Scopus)

Introductory Overview of the Natural Experiments for Translation in Diabetes 2.0 (NEXT-D2) Network: Examining the Impact of US Health Policies and Practices to Prevent Diabetes and Its Complications

Duru, O. K., Mangione, C. M., Rodriguez, H. P., Ross-Degnan, D., Wharam, J. F., Black, B., Kho, A., Huguet, N., Angier, H., Mayer, V., Siscovick, D., Kraschnewski, J. L., Shi, L., Nauman, E., Gregg, E. W., Ali, M. K., Thornton, P. & Clauser, S., Feb 1 2018, In : Current diabetes reports. 18, 2, 8.

Research output: Contribution to journalReview article

Diabetes Complications
Public Policy
Health Policy
Healthcare Financing
Incidence
2 Citations (Scopus)

Learning bundled care opportunities from electronic medical records

Chen, Y., Kho, A. N., Liebovitz, D., Ivory, C., Osmundson, S., Bian, J. & Malin, B. A., Jan 1 2018, In : Journal of Biomedical Informatics. 77, p. 1-10 10 p.

Research output: Contribution to journalArticle

Electronic medical equipment
Electronic Health Records
Health
Learning
Delivery of Health Care

Mining the best observational window to model social phenomena

Yan, C., Yin, Z., Xiang, S., Chen, Y., Vorobeychik, Y., Fabbri, D., Kho, A. N., Liebovitz, D. & Malin, B., Nov 15 2018, Proceedings - 4th IEEE International Conference on Collaboration and Internet Computing, CIC 2018. Institute of Electrical and Electronics Engineers Inc., p. 46-55 10 p. 8537816. (Proceedings - 4th IEEE International Conference on Collaboration and Internet Computing, CIC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Signal to noise ratio
Information systems
Health
Social model
Social networks

Phenotyping through Semi-Supervised Tensor Factorization (PSST)

Henderson, J., He, H., Malin, B. A., Denny, J. C., Kho, A. N., Ghosh, J. & Ho, J. C., Jan 1 2018, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018, p. 564-573 10 p.

Research output: Contribution to journalArticle

Phenotype
Electronic Health Records
Type 2 Diabetes Mellitus
Hypertension
4 Citations (Scopus)

Primary care practices' abilities and challenges in using electronic health record data for quality improvement

Cohen, D. J., Dorr, D. A., Knierim, K., DuBard, C. A., Hemler, J. R., Hall, J. D., Marino, M., Solberg, L. I., McConnell, K. J., Nichols, L. M., Nease, D. E., Edwards, S. T., Wu, W. Y., Pham-Singer, H., Kho, A. N., Phillips, R. L., Rasmussen, L. V., Duffy, F. D. & Balasubramanian, B. A., Apr 1 2018, In : Health Affairs. 37, 4, p. 635-643 9 p.

Research output: Contribution to journalArticle

Electronic Health Records
Quality Improvement
Primary Health Care
Data Accuracy
Guidelines
2017
12 Citations (Scopus)

Apolipoprotein L1 Variants and Blood Pressure Traits in African Americans

Nadkarni, G. N., Galarneau, G., Ellis, S. B., Nadukuru, R., Zhang, J., Scott, S. A., Schurmann, C., Li, R., Rasmussen-Torvik, L. J., Kho, A. N., Hayes, M. G., Pacheco, J. A., Manolio, T. A., Chisholm, R. L., Roden, D. M., Denny, J. C., Kenny, E. E. & Bottinger, E. P., Mar 28 2017, In : Journal of the American College of Cardiology. 69, 12, p. 1564-1574 11 p.

Research output: Contribution to journalArticle

Apolipoproteins
Blood Pressure
Alleles
Meta-Analysis
African Americans

Data Sharing and Data Registries in Physical Medicine and Rehabilitation

Capó-Lugo, C. E., Kho, A. N., O'Dwyer, L. & Rosenman, M. B., May 1 2017, In : PM and R. 9, 5, p. S59-S74

Research output: Contribution to journalReview article

Physical and Rehabilitation Medicine
Information Dissemination
Information Storage and Retrieval
Registries
Databases
5 Citations (Scopus)

Disease Outcomes and Care Fragmentation Among Patients With Systemic Lupus Erythematosus

Walunas, T. L., Jackson, K. L., Chung, A. H., Mancera-Cuevas, K. A., Erickson, D. L., Ramsey-Goldman, R. & Kho, A. N., Sep 1 2017, In : Arthritis Care and Research. 69, 9, p. 1369-1376 8 p.

Research output: Contribution to journalArticle

Systemic Lupus Erythematosus
International Classification of Diseases
Odds Ratio
Confidence Intervals
Insurance
6 Citations (Scopus)

Distance from hospital impacts adverse event detection after outpatient endoscopy

Jackson, K. L., Goel, S., Kho, A. N. & Keswani, R. N., Feb 1 2017, In : Gastrointestinal Endoscopy. 85, 2, p. 380-386 7 p.

Research output: Contribution to journalArticle

Endoscopy
Outpatients
Mortality
Endoscopic Retrograde Cholangiopancreatography
Emergency Medical Services
11 Citations (Scopus)

Evolving use of seizure medications after intracerebral hemorrhage: A multicenter study

Naidech, A. M., Beaumont, J., Jahromi, B., Prabhakaran, S., Kho, A. & Holl, J. L., Jan 3 2017, In : Neurology. 88, 1, p. 52-56 5 p.

Research output: Contribution to journalArticle

etiracetam
Cerebral Hemorrhage
Multicenter Studies
Seizures
Guidelines
9 Citations (Scopus)

Genome-wide study of resistant hypertension identified from electronic health records

Dumitrescu, L., Ritchie, M. D., Denny, J. C., Rouby, N. M. E., McDonough, C. W., Bradford, Y., Ramirez, A. H., Bielinski, S. J., Basford, M. A., Chai, H. S., Peissig, P., Carrell, D., Pathak, J., Rasmussen, L. V., Wang, X., Pacheco, J. A., Kho, A. N., Hayes, M. G., Matsumoto, M., Smith, M. E. & 15 othersLi, R., Cooper-DeHoff, R. M., Kullo, I. J., Chute, C. G., Chisholm, R. L., Jarvik, G. P., Larson, E. B., Carey, D., McCarty, C. A., Williams, M. S., Roden, D. M., Bottinger, E., Johnson, J. A., De Andrade, M. & Crawford, D. C., Feb 1 2017, In : PloS one. 12, 2, e0171745.

Research output: Contribution to journalArticle

Electronic Health Records
hypertension
electronics
Genes
Blood pressure
3 Citations (Scopus)

Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping

Henderson, J., Ho, J. C., Kho, A. N., Denny, J. C., Malin, B. A., Sun, J. & Ghosh, J., Sep 8 2017, Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Cummins, M., Facelli, J., Meixner, G., Giraud-Carrier, C. & Nakajima, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 214-223 10 p. 8031150. (Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electronic Health Records
Phenotype
granite
Artifacts
Population
2 Citations (Scopus)
End Stage Liver Disease
Electronic Health Records
Fibrosis
Sodium
Transplants
1 Citation (Scopus)

Predicting Length of Stay for Obstetric Patients via Electronic Medical Records

Gao, C., Kho, A. N., Ivory, C., Osmundson, S., Malin, B. A. & Chen, Y., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Dongsheng, Z., Gundlapalli, A. V. & Marie-Christine, J. (eds.). IOS Press, p. 1019-1023 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Obstetrics
Electronic medical equipment
Electronic Health Records
Length of Stay
Learning systems

Surveying a new multi-institution clinical data research network

Rosenman, M. B., Madden, M., Oh, E., Goel, S. & Kho, A. N., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Dongsheng, Z., Gundlapalli, A. V. & Marie-Christine, J. (eds.). IOS Press, p. 935-939 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Patient Outcome Assessment
Surveying
Research
Metadata
Data structures
1 Citation (Scopus)

The building blocks of inter-operability: A multisite analysis of patient demographic attributes available for matching

Culbertson, A., Goel, S., Madden, M. B., Safaeinili, N., Jackson, K. L., Carton, T., Waitman, R., Liu, M., Krishnamurthy, A., Hall, L., Cappella, N., Visweswaran, S., Becich, M. J., Applegate, R., Bernstam, E., Rothman, R., Matheny, M., Lipori, G., Bian, J., Hogan, W. & 7 othersBell, D., Martin, A., Grannis, S., Klann, J., Sutphen, R., O’Hara, A. B. & Kho, A. N., Jan 1 2017, In : Applied Clinical Informatics. 8, 2, p. 322-336 15 p.

Research output: Contribution to journalArticle

Interoperability
Demography
Availability
Names
Electronic mail
10 Citations (Scopus)

Validity of cardiovascular data from electronic sources: The multi-ethnic study of atherosclerosis and HealthLNK

Ahmad, F., Chan, C., Rosenman, M. B., Post, W. S., Fort, D. G., Greenland, P., Liu, K., Kho, A. N. & Allen, N. B., Sep 1 2017, In : Circulation. 136, 13, p. 1207-1216 10 p.

Research output: Contribution to journalArticle

Information Storage and Retrieval
Atherosclerosis
Blood Pressure
Body Mass Index
International Classification of Diseases
2016
18 Citations (Scopus)

An evaluation of recurrent diabetic ketoacidosis, fragmentation of care, and mortality across Chicago, Illinois

Mays, J. A., Jackson, K. L., Derby, T. A., Behrens, J. J., Goel, S., Molitch, M. E., Kho, A. N. & Wallia, A., Oct 1 2016, In : Diabetes Care. 39, 10, p. 1671-1676 6 p.

Research output: Contribution to journalArticle

Diabetic Ketoacidosis
Mortality
International Classification of Diseases
Odds Ratio
Health Insurance Portability and Accountability Act
17 Citations (Scopus)

A survey of clinical phenotyping in selected national networks: demonstrating the need for high-throughput, portable, and computational methods

Richesson, R. L., Sun, J., Pathak, J., Kho, A. N. & Denny, J. C., Jul 1 2016, In : Artificial Intelligence In Medicine. 71, p. 57-61 5 p.

Research output: Contribution to journalArticle

Precision Medicine
Computational methods
Medicine
Throughput
Phenotype
4 Citations (Scopus)

Communicating Chaplains’ Care: Narrative Documentation in a Neuroscience-Spine Intensive Care Unit

Johnson, R. E., Wirpsa, M. J., Boyken, L., Sakumoto, M., Handzo, G., Kho, A. N. & Emanuel, L. L., Oct 1 2016, In : Journal of Health Care Chaplaincy. 22, 4, p. 133-150 18 p.

Research output: Contribution to journalArticle

Clergy
Patient Care Team
Neurosciences
neurosciences
Documentation
14 Citations (Scopus)

CommunityRx: A population health improvement innovation that connects clinics to communities

Lindau, S. T., Makelarski, J., Abramsohn, E., Beiser, D. G., Escamilla, V., Jerome, J., Johnson, D., Kho, A. N., Lee, K. K., Long, T. & Miller, D. C., Jan 1 2016, In : Health Affairs. 35, 11, p. 2020-2029 10 p.

Research output: Contribution to journalArticle

Medical Informatics
Health
Population
Health Manpower
Information Services
Electronic Health Records
Ophthalmology
Visual Acuity
Research
13 Citations (Scopus)

Epistatic Gene-Based Interaction Analyses for Glaucoma in eMERGE and NEIGHBOR Consortium

eMERGE Network & NEIGHBOR Consortium, Sep 1 2016, In : PLoS genetics. 12, 9, e1006186.

Research output: Contribution to journalArticle

Genetic Epistasis
glaucoma
Electronic Health Records
epistasis
Genomics
2 Citations (Scopus)

Performance of an electronic health record-based phenotype algorithm to identify community associated methicillin-resistant Staphylococcus aureus cases and controls for genetic association studies

Jackson, K. L., Mbagwu, M., Pacheco, J. A., Baldridge, A. S., Viox, D. J., Linneman, J. G., Shukla, S. K., Peissig, P. L., Borthwick, K. M., Carrell, D. A., Bielinski, S. J., Kirby, J. C., Denny, J. C., Mentch, F. D., Vazquez, L. M., Rasmussen-Torvik, L. J. & Kho, A. N., Nov 17 2016, In : BMC Infectious Diseases. 16, 1, 684.

Research output: Contribution to journalArticle

Electronic Health Records
Genetic Association Studies
Methicillin-Resistant Staphylococcus aureus
Phenotype
Genome-Wide Association Study
7 Citations (Scopus)

SMCQL: Secure querying for federated databases

Bater, J., Goel, S., Elliott, G., Kho, A. N., Eggen, C. & Rogers, J. M., Jan 1 2016, In : Proceedings of the VLDB Endowment. 10, 6, p. 673-684 12 p.

Research output: Contribution to journalArticle

Data storage equipment
Industry
21 Citations (Scopus)

Trans-ethnic Meta-analysis and Functional Annotation Illuminates the Genetic Architecture of Fasting Glucose and Insulin

Liu, C. T., Raghavan, S., Maruthur, N., Kabagambe, E. K., Hong, J., Ng, M. C. Y., Hivert, M. F., Lu, Y., An, P., Bentley, A. R., Drolet, A. M., Gaulton, K. J., Guo, X., Armstrong, L. L., Irvin, M. R., Li, M., Lipovich, L., Rybin, D. V., Taylor, K. D., Agyemang, C. & 95 othersPalmer, N. D., Cade, B. E., Chen, W. M., Dauriz, M., Delaney, J. A. C., Edwards, T. L., Evans, D. S., Evans, M. K., Lange, L. A., Leong, A., Liu, J., Liu, Y., Nayak, U., Patel, S. R., Porneala, B. C., Rasmussen-Torvik, L. J., Snijder, M. B., Stallings, S. C., Tanaka, T., Yanek, L. R., Zhao, W., Becker, D. M., Bielak, L. F., Biggs, M. L., Bottinger, E. P., Bowden, D. W., Chen, G., Correa, A., Couper, D. J., Crawford, D. C., Cushman, M., Eicher, J. D., Fornage, M., Franceschini, N., Fu, Y. P., Goodarzi, M. O., Gottesman, O., Hara, K., Harris, T. B., Jensen, R. A., Johnson, A. D., Jhun, M. A., Karter, A. J., Keller, M. F., Kho, A. N., Kizer, J. R., Krauss, R. M., Langefeld, C. D., Li, X., Liang, J., Liu, S., Lowe, W. L., Mosley, T. H., North, K. E., Pacheco, J. A., Peyser, P. A., Patrick, A. L., Rice, K. M., Selvin, E., Sims, M., Smith, J. A., Tajuddin, S. M., Vaidya, D., Wren, M. P., Yao, J., Zhu, X., Ziegler, J. T., Zmuda, J. M., Zonderman, A. B., Zwinderman, A. H., Adeyemo, A., Boerwinkle, E., Ferrucci, L., Hayes, M. G., Kardia, S. L. R., Miljkovic, I., Pankow, J. S., Rotimi, C. N., Sale, M. M., Wagenknecht, L. E., Arnett, D. K., Chen, Y. D. I., Nalls, M. A., Province, M. A., Kao, W. H. L., Siscovick, D. S., Psaty, B. M., Wilson, J. G., Loos, R. J. F., Dupuis, J., Rich, S. S., Florez, J. C., Rotter, J. I., Morris, A. P. & Meigs, J. B., Jul 7 2016, In : American Journal of Human Genetics. 99, 1, p. 56-75 20 p.

Research output: Contribution to journalArticle

Meta-Analysis
Fasting
Insulin
Glucose
Type 2 Diabetes Mellitus
2 Citations (Scopus)

Using Monte Carlo/Gaussian Based Small Area Estimates to Predict Where Medicaid Patients Reside

Behrens, J. J., Wen, X., Goel, S., Zhou, J., Fu, L. & Kho, A. N., Jan 1 2016, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2016, p. 305-309 5 p.

Research output: Contribution to journalArticle

Electronic Health Records
Medicaid
Population
Health
2015
6 Citations (Scopus)
Public Policy
Delivery of Health Care
Electronic Health Records
Health
Physiologic Monitoring
16 Citations (Scopus)

Building bridges across electronic health record systems through inferred phenotypic topics

Chen, Y., Ghosh, J., Bejan, C. A., Gunter, C. A., Gupta, S., Kho, A. N., Liebovitz, D., Sun, J., Denny, J. & Malin, B., Jun 1 2015, In : Journal of Biomedical Informatics. 55, p. 82-93 12 p.

Research output: Contribution to journalArticle

Electronic Health Records
Health
Terminology
Population
Delivery of Health Care
27 Citations (Scopus)

Design and implementation of a privacy preserving electronic health record linkage tool in Chicago

Kho, A. N., Cashy, J. P., Jackson, K. L., Pah, A. R., Goel, S., Boehnke, J., Humphries, J. E., Kominers, S. D., Hota, B. N., Sims, S. A., Malin, B. A., French, D. D., Walunas, T. L., Meltzer, D. O., Kaleba, E. O., Jones, R. C. & Galanter, W. L., Jan 1 2015, In : Journal of the American Medical Informatics Association. 22, 5, p. 1072-1080 9 p.

Research output: Contribution to journalArticle

Electronic Health Records
Privacy
Software
Research
Health Insurance Portability and Accountability Act
22 Citations (Scopus)

Genetic variation in the HLA region is associated with susceptibility to herpes zoster

Crosslin, D. R., Carrell, D. S., Burt, A., Kim, D. S., Underwood, J. G., Hanna, D. S., Comstock, B. A., Baldwin, E., De Andrade, M., Kullo, I. J., Tromp, G., Kuivaniemi, H., Borthwick, K. M., McCarty, C. A., Peissig, P. L., Doheny, K. F., Pugh, E., Kho, A., Pacheco, J., Hayes, M. G. & 17 othersRitchie, M. D., Verma, S. S., Armstrong, G., Stallings, S., Denny, J. C., Carroll, R. J., Crawford, D. C., Crane, P. K., Mukherjee, S., Bottinger, E., Li, R., Keating, B., Mirel, D. B., Carlson, C. S., Harley, J. B., Larson, E. B. & Jarvik, G. P., Jan 24 2015, In : Genes and Immunity. 16, 1, p. 1-7 7 p.

Research output: Contribution to journalArticle

Herpes Zoster
Human Herpesvirus 3
Herpes Zoster Vaccine
Endogenous Retroviruses
Nerve Tissue
3 Citations (Scopus)

Patient-Centered Outcomes Research in Practice: The CAPriCORN Infrastructure

Solomonides, A., Goel, S., Hynes, D., Silverstein, J. C., Hota, B., Trick, W., Angulo, F., Price, R., Sadhu, E., Zelisko, S., Fischer, J., Furner, B., Hamilton, A., Phua, J., Brown, W., Hohmann, S. F., Meltzer, D., Tarlov, E., Weaver, F. M., Zhang, H. & 2 othersConcannon, T. & Kho, A. N., Jan 1 2015, MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. Georgiou, A., Sarkar, I. N. & de Azevedo Marques, P. M. (eds.). IOS Press, p. 584-588 5 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Patient Outcome Assessment
Health
Sampling
Communication
Sampling Studies
56 Citations (Scopus)

Rubik: Knowledge guided tensor factorization and completion for health data analytics

Wang, Y., Chen, R., Ghosh, J., Denny, J. C., Kho, A. N., Chen, Y., Malin, B. A. & Sun, J., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 2015-August. p. 1265-1274 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Factorization
Tensors
Health
Parallel processing systems
2014
9 Citations (Scopus)

Admixture mapping and subsequent fine-mapping suggests a biologically relevant and novel association on chromosome 11 for type 2 diabetes in African Americans

Jeff, J. M., Armstrong, L. L., Ritchie, M. D., Denny, J. C., Kho, A. N., Basford, M. A., Wolf, W. A., Pacheco, J. A., Li, R., Chisholm, R. L., Roden, D. M., Geoffrey Hayes, M. & Crawford, D. C., Mar 3 2014, In : PLoS One. 9, 3, e86931.

Research output: Contribution to journalArticle

Chromosomes, Human, Pair 11
Chromosomes, Human, Pair 2
African Americans
Chromosomes
Medical problems
71 Citations (Scopus)

A genome- and phenome-wide association study to identify genetic variants influencing platelet count and volume and their pleiotropic effects

Shameer, K., Denny, J. C., Ding, K., Jouni, H., Crosslin, D. R., De Andrade, M., Chute, C. G., Peissig, P., Pacheco, J. A., Li, R., Bastarache, L., Kho, A. N., Ritchie, M. D., Masys, D. R., Chisholm, R. L., Larson, E. B., McCarty, C. A., Roden, D. M., Jarvik, G. P. & Kullo, I. J., Jan 1 2014, In : Human Genetics. 133, 1, p. 95-109 15 p.

Research output: Contribution to journalArticle

Genome-Wide Association Study
Platelet Count
Mean Platelet Volume
Blood Platelets
Single Nucleotide Polymorphism
19 Citations (Scopus)

Anatomic and advanced adenoma detection rates as quality metrics determined via natural language processing

Gawron, A. J., Thompson, W. K., Keswani, R. N., Rasmussen, L. V. & Kho, A. N., Jan 1 2014, In : American Journal of Gastroenterology. 109, 12, p. 1844-1849 6 p.

Research output: Contribution to journalArticle

Natural Language Processing
Adenoma
Colonoscopy
Colon
Nonparametric Statistics
8 Citations (Scopus)

A rigorous algorithm to detect and clean inaccurate adult height records within EHR systems

Muthalagu, A., Pacheco, J. A., Aufox, S. A., Peissig, P. L., Fuehrer, J. T., Tromp, G., Kho, A. N. & Rasmussen-Torvik, L. J., Jan 1 2014, In : Applied Clinical Informatics. 5, 1, p. 118-126 9 p.

Research output: Contribution to journalArticle

Body Mass Index
Cleaning
Research
Software
Aging of materials
20 Citations (Scopus)

CAPriCORN: Chicago area patient-centered outcomes research network

Kho, A. N., Hynes, D. M., Goel, S., Solomonides, A. E., Price, R., Hota, B., Sims, S. A., Bahroos, N., Angulo, F., Trick, W. E., Tarlov, E., Rachman, F. D., Hamilton, A., Kaleba, E. O., Badlani, S., Volchenboum, S. L., Silverstein, J. C., Tobin, J. N., Schwartz, M. A., Levine, D. & 6 othersWong, J. B., Kennedy, R. H., Krishnan, J. A., Meltzer, D. O., Collins, J. M. & Mazany, T., Jan 1 2014, In : Journal of the American Medical Informatics Association. 21, 4, p. 607-611 5 p.

Research output: Contribution to journalArticle

Patient Outcome Assessment
Health
Comparative Effectiveness Research
Delivery of Health Care
Veterans Hospitals
711 Citations (Scopus)

Defining the role of common variation in the genomic and biological architecture of adult human height

Wood, A. R., Esko, T., Yang, J., Vedantam, S., Pers, T. H., Gustafsson, S., Chu, A. Y., Estrada, K., Luan, JA., Kutalik, Z., Amin, N., Buchkovich, M. L., Croteau-Chonka, D. C., Day, F. R., Duan, Y., Fall, T., Fehrmann, R., Ferreira, T., Jackson, A. U., Karjalainen, J. & 425 othersLo, K. S., Locke, A. E., Mägi, R., Mihailov, E., Porcu, E., Randall, J. C., Scherag, A., Vinkhuyzen, A. A. E., Westra, H. J., Winkler, T. W., Workalemahu, T., Zhao, J. H., Absher, D., Albrecht, E., Anderson, D., Baron, J., Beekman, M., Demirkan, A., Ehret, G. B., Feenstra, B., Feitosa, M. F., Fischer, K., Fraser, R. M., Goel, A., Gong, J., Justice, A. E., Kanoni, S., Kleber, M. E., Kristiansson, K., Lim, U., Lotay, V., Lui, J. C., Mangino, M., Leach, I. M., Medina-Gomez, C., Nalls, M. A., Nyholt, D. R., Palmer, C. D., Pasko, D., Pechlivanis, S., Prokopenko, I., Ried, J. S., Ripke, S., Shungin, D., Stancáková, A., Strawbridge, R. J., Sung, Y. J., Tanaka, T., Teumer, A., Trompet, S., Van Der Laan, S. W., Van Setten, J., Van Vliet-Ostaptchouk, J. V., Wang, Z., Yengo, L., Zhang, W., Afzal, U., Ärnlöv, J., Arscott, G. M., Bandinelli, S., Barrett, A., Bellis, C., Bennett, A. J., Berne, C., Blüher, M., Bolton, J. L., Böttcher, Y., Boyd, H. A., Bruinenberg, M., Buckley, B. M., Buyske, S., Caspersen, I. H., Chines, P. S., Clarke, R., Claudi-Boehm, S., Cooper, M., Daw, E. W., De Jong, P. A., Deelen, J., Delgado, G., Denny, J. C., Dhonukshe-Rutten, R., Dimitriou, M., Doney, A. S. F., Dörr, M., Eklund, N., Eury, E., Folkersen, L., Garcia, M. E., Geller, F., Giedraitis, V., Go, A. S., Grallert, H., Grammer, T. B., Gräßler, J., Grönberg, H., De Groot, L. C. P. G. M., Groves, C. J., Haessler, J., Hall, P., Haller, T., Hallmans, G., Hannemann, A., Hartman, C. A., Hassinen, M., Hayward, C., Heard-Costa, N. L., Helmer, Q., Hemani, G., Henders, A. K., Hillege, H. L., Hlatky, M. A., Hoffmann, W., Hoffmann, P., Holmen, O., Houwing-Duistermaat, J. J., Illig, T., Isaacs, A., James, A. L., Jeff, J., Johansen, B., Johansson, Å., Jolley, J., Juliusdottir, T., Junttila, J., Kho, A. N., Kinnunen, L., Klopp, N., Kocher, T., Kratzer, W., Lichtner, P., Lind, L., Lindström, J., Lobbens, S., Lorentzon, M., Lu, Y., Lyssenko, V., Magnusson, P. K. E., Mahajan, A., Maillard, M., McArdle, W. L., McKenzie, C. A., McLachlan, S., McLaren, P. J., Menni, C., Merger, S., Milani, L., Moayyeri, A., Monda, K. L., Morken, M. A., Müller, G., Müller-Nurasyid, M., Musk, A. W., Narisu, N., Nauck, M., Nolte, I. M., Nöthen, M. M., Oozageer, L., Pilz, S., Rayner, N. W., Renstrom, F., Robertson, N. R., Rose, L. M., Roussel, R., Sanna, S., Scharnagl, H., Scholtens, S., Schumacher, F. R., Schunkert, H., Scott, R. A., Sehmi, J., Seufferlein, T., Shi, J., Silventoinen, K., Smit, J. H., Smith, A. V., Smolonska, J., Stanton, A. V., Stirrups, K., Stott, D. J., Stringham, H. M., Sundström, J., Swertz, M. A., Syvänen, A. C., Tayo, B. O., Thorleifsson, G., Tyrer, J. P., Van Dijk, S., Van Schoor, N. M., Van Der Velde, N., Van Heemst, D., Van Oort, F. V. A., Vermeulen, S. H., Verweij, N., Vonk, J. M., Waite, L. L., Waldenberger, M., Wennauer, R., Wilkens, L. R., Willenborg, C., Wilsgaard, T., Wojczynski, M. K., Wong, A., Wright, A. F., Zhang, Q., Arveiler, D., Bakker, S. J. L., Beilby, J., Bergman, R. N., Bergmann, S., Biffar, R., Blangero, J., Boomsma, D. I., Bornstein, S. R., Bovet, P., Brambilla, P., Brown, M. J., Campbell, H., Caulfield, M. J., Chakravarti, A., Collins, R., Collins, F. S., Crawford, D. C., Cupples, L. A., Danesh, J., De Faire, U., Den Ruijter, H. M., Erbel, R., Erdmann, J., Eriksson, J. G., Farrall, M., Ferrannini, E., Ferrières, J., Ford, I., Forouhi, N. G., Forrester, T., Gansevoort, R. T., Gejman, P. V., Gieger, C., Golay, A., Gottesman, O., Gudnason, V., Gyllensten, U., Haas, D. W., Hall, A. S., Harris, T. B., Hattersley, A. T., Heath, A. C., Hengstenberg, C., Hicks, A. A., Hindorff, L. A., Hingorani, A. D., Hofman, A., Hovingh, G. K., Humphries, S. E., Hunt, S. C., Hypponen, E., Jacobs, K. B., Jarvelin, M. R., Jousilahti, P., Jula, A. M., Kaprio, J., Kastelein, J. J. P., Kayser, M., Kee, F., Keinanen-Kiukaanniemi, S. M., Kiemeney, L. A., Kooner, J. S., Kooperberg, C., Koskinen, S., Kovacs, P., Kraja, A. T., Kumari, M., Kuusisto, J., Lakka, T. A., Langenberg, C., Le Marchand, L., Lehtimäki, T., Lupoli, S., Madden, P. A. F., Männistö, S., Manunta, P., Marette, A., Matise, T. C., McKnight, B., Meitinger, T., Moll, F. L., Montgomery, G. W., Morris, A. D., Morris, A. P., Murray, J. C., Nelis, M., Ohlsson, C., Oldehinkel, A. J., Ong, K. K., Ouwehand, W. H., Pasterkamp, G., Peters, A., Pramstaller, P. P., Price, J. F., Qi, L., Raitakari, O. T., Rankinen, T., Rao, D. C., Rice, T. K., Ritchie, M., Rudan, I., Salomaa, V., Samani, N. J., Saramies, J., Sarzynski, M. A., Schwarz, P. E. H., Sebert, S., Sever, P., Shuldiner, A. R., Sinisalo, J., Steinthorsdottir, V., Stolk, R. P., Tardif, J. C., Tönjes, A., Tremblay, A., Tremoli, E., Virtamo, J., Vohl, M. C., Amouyel, P., Asselbergs, F. W., Assimes, T. L., Bochud, M., Boehm, B. O., Boerwinkle, E., Bottinger, E. P., Bouchard, C., Cauchi, S., Chambers, J. C., Chanock, S. J., Cooper, R. S., De Bakker, P. I. W., Dedoussis, G., Ferrucci, L., Franks, P. W., Froguel, P., Groop, L. C., Haiman, C. A., Hamsten, A., Hayes, M. G., Hui, J., Hunter, D. J., Hveem, K., Jukema, J. W., Kaplan, R. C., Kivimaki, M., Kuh, D., Laakso, M., Liu, Y., Martin, N. G., März, W., Melbye, M., Moebus, S., Munroe, P. B., Njølstad, I., Oostra, B. A., Palmer, C. N. A., Pedersen, N. L., Perola, M., Pérusse, L., Peters, U., Powell, J. E., Power, C., Quertermous, T., Rauramaa, R., Reinmaa, E., Ridker, P. M., Rivadeneira, F., Rotter, J. I., Saaristo, T. E., Saleheen, D., Schlessinger, D., Slagboom, P. E., Snieder, H., Spector, T. D., Strauch, K., Stumvoll, M., Tuomilehto, J., Uusitupa, M., Van Der Harst, P., Völzke, H., Walker, M., Wareham, N. J., Watkins, H., Wichmann, H. E., Wilson, J. F., Zanen, P., Deloukas, P., Heid, I. M., Lindgren, C. M., Mohlke, K. L., Speliotes, E. K., Thorsteinsdottir, U., Barroso, I., Fox, C. S., North, K. E., Strachan, D. P., Beckmann, J. S., Berndt, S. I., Boehnke, M., Borecki, I. B., McCarthy, M. I., Metspalu, A., Stefansson, K., Uitterlinden, A. G., Van Duijn, C. M., Franke, L., Willer, C. J., Price, A. L., Lettre, G., Loos, R. J. F., Weedon, M. N., Ingelsson, E., O'Connell, J. R., Abecasis, G. R., Chasman, D. I., Goddard, M. E., Visscher, P. M., Hirschhorn, J. N. & Frayling, T. M., Nov 5 2014, In : Nature Genetics. 46, 11, p. 1173-1186 14 p.

Research output: Contribution to journalArticle

Genes
Genome
Catenins
Fibroblast Growth Factors
Chondroitin Sulfates
16 Citations (Scopus)

Design patterns for the development of electronic health record-driven phenotype extraction algorithms

Rasmussen, L. V., Thompson, W. K., Pacheco, J. A., Kho, A. N., Carrell, D. S., Pathak, J., Peissig, P. L., Tromp, G., Denny, J. C. & Starren, J. B., Jan 1 2014, In : Journal of Biomedical Informatics. 51, p. 280-286 7 p.

Research output: Contribution to journalArticle

Electronic Health Records
Health
Phenotype
Knowledge Bases
Electronic medical equipment
16 Citations (Scopus)

Genetic variants associated with serum thyroid stimulating hormone (TSH) levels in European Americans and African Americans from the eMERGE Network

Malinowski, J. R., Denny, J. C., Bielinski, S. J., Basford, M. A., Bradford, Y., Peissig, P. L., Carrell, D., Crosslin, D. R., Pathak, J., Rasmussen, L., Pacheco, J., Kho, A. N., Newton, K. M., Li, R., Kullo, I. J., Chute, C. G., Chisholm, R. L., Jarvik, G. P., Larson, E. B., McCarty, C. A. & 5 othersMasys, D. R., Roden, D. M., De Andrade, M., Ritchie, M. D. & Crawford, D. C., Dec 1 2014, In : PloS one. 9, 12, e111301.

Research output: Contribution to journalArticle

Electronic medical equipment
thyrotropin
Electronic Health Records
Thyrotropin
African Americans