Michael E. Matheny, M.D.



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Faculty Appointments
Professor of Biomedical Informatics Professor of BiostatisticsProfessor of Medicine
M.P.H., Harvard University, Cambridge, MassachusettsM.S., Biomedical Informatics, Massachusetts Institute of Technology, Cambridge, MassachusettsM.D., Medicine, University of Kentucky, Lexington, KentuckyB.S., Chemical Engineering, University of Kentucky, Lexington, Kentucky
Office Address
Department of Veterans Affairs
1310 24th Ave so
Nashville, TN 37212
Bansal N, Matheny ME, Greevy RA, Eden SK, Perkins AM, Parr SK, Fly J, Abdel-Kader K, Himmelfarb J, Hung AM, Speroff T, Ikizler TA, Siew ED. Acute Kidney Injury and Risk of Incident Heart Failure Among US Veterans. Am. J. Kidney Dis [print-electronic]. 2017 Nov 11/18/2017; PMID: 29162339, PII: S0272-6386(17)30977-0, DOI: 10.1053/j.ajkd.2017.08.027, ISSN: 1523-6838.

Davis SE, Lasko TA, Chen G, Siew ED, Matheny ME. Calibration drift in regression and machine learning models for acute kidney injury. J Am Med Inform Assoc. 2017 Nov 11/1/2017; 24(6): 1052-61. PMID: 28379439, PII: 3096776, DOI: 10.1093/jamia/ocx030, ISSN: 1527-974X.

Parr SK, Matheny ME, Abdel-Kader K, Greevy RA, Bian A, Fly J, Chen G, Speroff T, Hung AM, Ikizler TA, Siew ED. Acute kidney injury is a risk factor for subsequent proteinuria. Kidney Int [print-electronic]. 2017 Sep 9/16/2017; PMID: 28927644, PII: S0085-2538(17)30537-9, DOI: 10.1016/j.kint.2017.07.007, ISSN: 1523-1755.

Govindarajulu US, Stillo M, Goldfarb D, Matheny ME, Resnic FS. Learning curve estimation in medical devices and procedures: hierarchical modeling. Stat Med [print-electronic]. 2017 Jul 7/30/2017; 36(17): 2764-85. PMID: 28470678, DOI: 10.1002/sim.7309, ISSN: 1097-0258.

Acedillo RR, Wald R, McArthur E, Nash DM, Silver SA, James MT, Schull MJ, Siew ED, Matheny ME, House AA, Garg AX. Characteristics and Outcomes of Patients Discharged Home from an Emergency Department with AKI. Clin J Am Soc Nephrol [print-electronic]. 2017 Jul 7/20/2017; PMID: 28729384, PMCID: PMC5544515, PII: CJN.10431016, DOI: 10.2215/CJN.10431016, ISSN: 1555-905X.

Sperber NR, Carpenter JS, Cavallari LH, J Damschroder L, Cooper-DeHoff RM, Denny JC, Ginsburg GS, Guan Y, Horowitz CR, Levy KD, Levy MA, Madden EB, Matheny ME, Pollin TI, Pratt VM, Rosenman M, Voils CI, W Weitzel K, Wilke RA, Ryanne Wu R, Orlando LA. Challenges and strategies for implementing genomic services in diverse settings: experiences from the Implementing GeNomics In pracTicE (IGNITE) network. BMC Med Genomics. 2017 May 5/22/2017; 10(1): 35. PMID: 28532511, PMCID: PMC5441047, PII: 10.1186/s12920-017-0273-2, DOI: 10.1186/s12920-017-0273-2, ISSN: 1755-8794.

Resnic FS, Majithia A, Marinac-Dabic D, Robbins S, Ssemaganda H, Hewitt K, Ponirakis A, Loyo-Berrios N, Moussa I, Drozda J, Normand SL, Matheny ME. Registry-Based Prospective, Active Surveillance of Medical-Device Safety. N. Engl. J. Med [print-electronic]. 2017 Feb 2/9/2017; 376(6): 526-35. PMID: 28121489, DOI: 10.1056/NEJMoa1516333, ISSN: 1533-4406.

Cai R, Liu M, Hu Y, Melton BL, Matheny ME, Xu H, Duan L, Waitman LR. Identification of adverse drug-drug interactions through causal association rule discovery from spontaneous adverse event reports. Artif Intell Med [print-electronic]. 2017 Feb; 76: 7-15. PMID: 28363289, PII: S0933-3657(16)30543-7, DOI: 10.1016/j.artmed.2017.01.004, ISSN: 1873-2860.

Luther SL, Thomason SS, Sabharwal S, Finch DK, McCart J, Toyinbo P, Bouayad L, Matheny ME, Gobbel GT, Powell-Cope G. Leveraging Electronic Health Care Record Information to Measure Pressure Ulcer Risk in Veterans With Spinal Cord Injury: A Longitudinal Study Protocol. JMIR Res Protoc. 2017 Jan 1/19/2017; 6(1): e3. PMID: 28104580, PMCID: PMC5290296, PII: v6i1e3, DOI: 10.2196/resprot.5948.

Lipworth L, Abdel-Kader K, Morse J, Stewart TG, Kabagambe EK, Parr SK, Birdwell KA, Matheny ME, Hung AM, Blot WJ, Ikizler TA, Siew ED. High prevalence of non-steroidal anti-inflammatory drug use among acute kidney injury survivors in the southern community cohort study. BMC Nephrol. 2016 Nov 11/24/2016; 17(1): 189. PMID: 27881100, PMCID: PMC5122006, PII: 10.1186/s12882-016-0411-7, DOI: 10.1186/s12882-016-0411-7, ISSN: 1471-2369.

Meystre SM, Kim Y, Gobbel GT, Matheny ME, Redd A, Bray BE, Garvin JH. Congestive heart failure information extraction framework for automated treatment performance measures assessment. J Am Med Inform Assoc [print-electronic]. 2016 Jul 7/12/2016; PMID: 27413122, PII: ocw097, DOI: 10.1093/jamia/ocw097, ISSN: 1527-974X.

Hripcsak G, Ryan PB, Duke JD, Shah NH, Park RW, Huser V, Suchard MA, Schuemie MJ, DeFalco FJ, Perotte A, Banda JM, Reich CG, Schilling LM, Matheny ME, Meeker D, Pratt N, Madigan D. Characterizing treatment pathways at scale using the OHDSI network. Proc. Natl. Acad. Sci. U.S.A [print-electronic]. 2016 Jul 7/5/2016; 113(27): 7329-36. PMID: 27274072, PMCID: PMC4941483, PII: 1510502113, DOI: 10.1073/pnas.1510502113, ISSN: 1091-6490.

Siew ED, Parr SK, Abdel-Kader K, Eden SK, Peterson JF, Bansal N, Hung AM, Fly J, Speroff T, Ikizler TA, Matheny ME. Predictors of Recurrent AKI. J. Am. Soc. Nephrol [print-electronic]. 2016 Apr; 27(4): 1190-200. PMID: 26264853, PMCID: PMC4814177, PII: ASN.2014121218, DOI: 10.1681/ASN.2014121218, ISSN: 1533-3450.

Brown JR, Rezaee ME, Nichols EL, Marshall EJ, Siew ED, Matheny ME. Incidence and In-Hospital Mortality of Acute Kidney Injury (AKI) and Dialysis-Requiring AKI (AKI-D) After Cardiac Catheterization in the National Inpatient Sample. J Am Heart Assoc. 2016 Mar 3/15/2016; 5(3): e002739. PMID: 27068629, PMCID: PMC4943252, PII: JAHA.115.002739, DOI: 10.1161/JAHA.115.002739, ISSN: 2047-9980.

Ho SB, Matheny ME, Schnabl BE. Changes in Hospital Admissions and Mortality for Complications of Cirrhosis: Implications for Clinicians and Health Systems [editorial]. Gut Liver. 2016 Jan; 10(1): 8-9. PMID: 26696026, PMCID: PMC4694728, PII: gnl15593, DOI: 10.5009/gnl15593, ISSN: 2005-1212.

Brown JR, Rezaee ME, Marshall EJ, Matheny ME. Hospital Mortality in the United States following Acute Kidney Injury. Biomed Res Int [print-electronic]. 2016; 2016: 4278579. PMID: 27376083, PMCID: PMC4916271, DOI: 10.1155/2016/4278579, ISSN: 2314-6141.

Brown JR, McCullough PA, Matheny ME. Novel Developments in Acute Kidney Injury [editorial]. Biomed Res Int [print-electronic]. 2016; 2016: 2756204. PMID: 27595099, PMCID: PMC4995325, DOI: 10.1155/2016/2756204, ISSN: 2314-6141.

Wimmer NJ, Robbins S, Ssemaganda H, Yang E, Normand SL, Matheny ME, Herz N, Rising J, Resnic FS. Assessing the cost burden of United States FDA-mandated post-approval studies for medical devices. J Health Care Finance. 2016; 2016(Spec Features): PMID: 28280294, PMCID: PMC5340422, ISSN: 1078-6767.

Brown JR, MacKenzie TA, Maddox TM, Fly J, Tsai TT, Plomondon ME, Nielson CD, Siew ED, Resnic FS, Baker CR, Rumsfeld JS, Matheny ME. Acute Kidney Injury Risk Prediction in Patients Undergoing Coronary Angiography in a National Veterans Health Administration Cohort With External Validation. J Am Heart Assoc. 2015 Dec 12/11/2015; 4(12): PMID: 26656858, PMCID: PMC4845295, PII: JAHA.115.002136, DOI: 10.1161/JAHA.115.002136, ISSN: 2047-9980.

Cronin RM, VanHouten JP, Siew ED, Eden SK, Fihn SD, Nielson CD, Peterson JF, Baker CR, Ikizler TA, Speroff T, Matheny ME. National Veterans Health Administration inpatient risk stratification models for hospital-acquired acute kidney injury. J Am Med Inform Assoc [print-electronic]. 2015 Sep; 22(5): 1054-71. PMID: 26104740, PMCID: PMC5009929, PII: ocv051, DOI: 10.1093/jamia/ocv051, ISSN: 1527-974X.

Siew ED, Matheny ME. Choice of Reference Serum Creatinine in Defining Acute Kidney Injury. Nephron [print-electronic]. 2015; 131(2): 107-12. PMID: 26332325, PMCID: PMC4618709, PII: 000439144, DOI: 10.1159/000439144, ISSN: 2235-3186.

Kumar A, Matheny ME, Ho KK, Yeh RW, Piemonte TC, Waldman H, Shah PB, Cope R, Normand SL, Donnelly S, Robbins S, Resnic FS. The data extraction and longitudinal trend analysis network study of distributed automated postmarket cardiovascular device safety surveillance. Circ Cardiovasc Qual Outcomes [print-electronic]. 2015 Jan; 8(1): 38-46. PMID: 25491915, PII: CIRCOUTCOMES.114.001123, DOI: 10.1161/CIRCOUTCOMES.114.001123, ISSN: 1941-7705.

FitzHenry F, Resnic FS, Robbins SL, Denton J, Nookala L, Meeker D, Ohno-Machado L, Matheny ME. Creating a Common Data Model for Comparative Effectiveness with the Observational Medical Outcomes Partnership. Appl Clin Inform. 2015; 6(3): 536-47. PMID: 26448797, PMCID: PMC4586341, DOI: 10.4338/ACI-2014-12-CR-0121, ISSN: 1869-0327.

Tsai TT, Patel UD, Chang TI, Kennedy KF, Masoudi FA, Matheny ME, Kosiborod M, Amin AP, Weintraub WS, Curtis JP, Messenger JC, Rumsfeld JS, Spertus JA. Validated contemporary risk model of acute kidney injury in patients undergoing percutaneous coronary interventions: insights from the National Cardiovascular Data Registry Cath-PCI Registry. J Am Heart Assoc. 2014 Dec; 3(6): e001380. PMID: 25516439, PMCID: PMC4338731, PII: jah3785, DOI: 10.1161/JAHA.114.001380, ISSN: 2047-9980.

Gobbel GT, Garvin J, Reeves R, Cronin RM, Heavirland J, Williams J, Weaver A, Jayaramaraja S, Giuse D, Speroff T, Brown SH, Xu H, Matheny ME. Assisted annotation of medical free text using RapTAT. J Am Med Inform Assoc [print-electronic]. 2014 Sep; 21(5): 833-41. PMID: 24431336, PMCID: PMC4147611, PII: amiajnl-2013-002255, DOI: 10.1136/amiajnl-2013-002255, ISSN: 1527-974X.

Ohno-Machado L, Agha Z, Bell DS, Dahm L, Day ME, Doctor JN, Gabriel D, Kahlon MK, Kim KK, Hogarth M, Matheny ME, Meeker D, Nebeker JR, . PSCANNER: patient-centered Scalable National Network for Effectiveness Research. J Am Med Inform Assoc [print-electronic]. 2014 Jul; 21(4): 621-6. PMID: 24780722, PMCID: PMC4078293, PII: amiajnl-2014-002751, DOI: 10.1136/amiajnl-2014-002751, ISSN: 1527-974X.

Gobbel GT, Reeves R, Jayaramaraja S, Giuse D, Speroff T, Brown SH, Elkin PL, Matheny ME. Development and evaluation of RapTAT: a machine learning system for concept mapping of phrases from medical narratives. J Biomed Inform [print-electronic]. 2014 Apr; 48: 54-65. PMID: 24316051, PII: S1532-0464(13)00189-5, DOI: 10.1016/j.jbi.2013.11.008, ISSN: 1532-0480.

Tsai TT, Patel UD, Chang TI, Kennedy KF, Masoudi FA, Matheny ME, Kosiborod M, Amin AP, Messenger JC, Rumsfeld JS, Spertus JA. Contemporary incidence, predictors, and outcomes of acute kidney injury in patients undergoing percutaneous coronary interventions: insights from the NCDR Cath-PCI registry. JACC Cardiovasc Interv. 2014 Jan; 7(1): 1-9. PMID: 24456715, PMCID: PMC4122507, PII: S1936-8798(13)01560-4, DOI: 10.1016/j.jcin.2013.06.016, ISSN: 1876-7605.

Matheny ME, Peterson JF, Eden SK, Hung AM, Speroff T, Abdel-Kader K, Parr SK, Ikizler TA, Siew ED. Laboratory test surveillance following acute kidney injury. PLoS ONE. 2014; 9(8): e103746. PMID: 25117447, PMCID: PMC4130516, PII: PONE-D-14-10168, DOI: 10.1371/journal.pone.0103746, ISSN: 1932-6203.

Cox ZL, McCoy AB, Matheny ME, Bhave G, Peterson NB, Siew ED, Lewis J, Danciu I, Bian A, Shintani A, Ikizler TA, Neal EB, Peterson JF. Adverse drug events during AKI and its recovery. Clin J Am Soc Nephrol [print-electronic]. 2013 Jul; 8(7): 1070-8. PMID: 23539228, PMCID: PMC3700703, PII: CJN.11921112, DOI: 10.2215/CJN.11921112, ISSN: 1555-905X.

Reeves RM, Ong FR, Matheny ME, Denny JC, Aronsky D, Gobbel GT, Montella D, Speroff T, Brown SH. Detecting temporal expressions in medical narratives. Int J Med Inform [print-electronic]. 2013 Feb; 82(2): 118-27. PMID: 22595284, PII: S1386-5056(12)00073-1, DOI: 10.1016/j.ijmedinf.2012.04.006, ISSN: 1872-8243.

Siew ED, Peterson JF, Eden SK, Moons KG, Ikizler TA, Matheny ME. Use of multiple imputation method to improve estimation of missing baseline serum creatinine in acute kidney injury research. Clin J Am Soc Nephrol [print-electronic]. 2013 Jan; 8(1): 10-8. PMID: 23037980, PMCID: PMC3531649, PII: CJN.00200112, DOI: 10.2215/CJN.00200112, ISSN: 1555-905X.

Liu M, Wu Y, Chen Y, Sun J, Zhao Z, Chen XW, Matheny ME, Xu H. Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs. J Am Med Inform Assoc. 2012 Jun; 19(e1): e28-35. PMID: 22718037, PMCID: PMC3392844, PII: amiajnl-2011-000699, DOI: 10.1136/amiajnl-2011-000699, ISSN: 1527-974X.

Siew ED, Ikizler TA, Matheny ME, Shi Y, Schildcrout JS, Danciu I, Dwyer JP, Srichai M, Hung AM, Smith JP, Peterson JF. Estimating baseline kidney function in hospitalized patients with impaired kidney function. Clin J Am Soc Nephrol [print-electronic]. 2012 May; 7(5): 712-9. PMID: 22422536, PMCID: PMC3338282, PII: CJN.10821011, DOI: 10.2215/CJN.10821011, ISSN: 1555-905X.

Siew ED, Peterson JF, Eden SK, Hung AM, Speroff T, Ikizler TA, Matheny ME. Outpatient nephrology referral rates after acute kidney injury. J. Am. Soc. Nephrol [print-electronic]. 2012 Feb; 23(2): 305-12. PMID: 22158435, PMCID: PMC3269178, PII: ASN.2011030315, DOI: 10.1681/ASN.2011030315, ISSN: 1533-3450.

Schildcrout JS, Haneuse S, Peterson JF, Denny JC, Matheny ME, Waitman LR, Miller RA. Analyses of longitudinal, hospital clinical laboratory data with application to blood glucose concentrations. Stat Med [print-electronic]. 2011 Nov 11/30/2011; 30(27): 3208-20. PMID: 21948391, PMCID: PMC3339442, DOI: 10.1002/sim.4352, ISSN: 1097-0258.

Murff HJ, FitzHenry F, Matheny ME, Gentry N, Kotter KL, Crimin K, Dittus RS, Rosen AK, Elkin PL, Brown SH, Speroff T. Automated identification of postoperative complications within an electronic medical record using natural language processing. JAMA. 2011 Aug 8/24/2011; 306(8): 848-55. PMID: 21862746, PII: 306/8/848, DOI: 10.1001/jama.2011.1204, ISSN: 1538-3598.

FitzHenry F, Doran J, Lobo B, Sullivan TM, Potts A, Feldott CC, Matheny ME, McCulloch G, Deppen S, Doulis J. Medication-error alerts for warfarin orders detected by a bar-code-assisted medication administration system. Am J Health Syst Pharm. 2011 Mar 3/1/2011; 68(5): 434-41. PMID: 21330686, PII: 68/5/434, DOI: 10.2146/ajhp090666, ISSN: 1535-2900.

Matheny ME, Normand SL, Gross TP, Marinac-Dabic D, Loyo-Berrios N, Vidi VD, Donnelly S, Resnic FS. Evaluation of an automated safety surveillance system using risk adjusted sequential probability ratio testing. BMC Med Inform Decis Mak. 2011; 11: 75. PMID: 22168892, PMCID: PMC3262755, PII: 1472-6947-11-75, DOI: 10.1186/1472-6947-11-75, ISSN: 1472-6947.

Matheny ME, Miller RA, Ikizler TA, Waitman LR, Denny JC, Schildcrout JS, Dittus RS, Peterson JF. Development of inpatient risk stratification models of acute kidney injury for use in electronic health records. Med Decis Making [print-electronic]. 2010 Nov; 30(6): 639-50. PMID: 20354229, PII: 0272989X10364246, DOI: 10.1177/0272989X10364246, ISSN: 1552-681X.

Siew ED, Matheny ME, Ikizler TA, Lewis JB, Miller RA, Waitman LR, Go AS, Parikh CR, Peterson JF. Commonly used surrogates for baseline renal function affect the classification and prognosis of acute kidney injury. Kidney Int [print-electronic]. 2010 Mar; 77(6): 536-42. PMID: 20042998, PMCID: PMC2929703, PII: ki2009479, DOI: 10.1038/ki.2009.479, ISSN: 1523-1755.

Tiroch KA, Matheny ME, Resnic FS. Quantitative impact of cardiovascular risk factors and vascular closure devices on the femoral artery after repeat cardiac catheterization. Am. Heart J. 2010 Jan; 159(1): 125-30. PMID: 20102878, PMCID: PMC2818977, PII: S0002-8703(09)00820-5, DOI: 10.1016/j.ahj.2009.10.023, ISSN: 1097-6744.

Hug BL, Witkowski DJ, Sox CM, Keohane CA, Seger DL, Yoon C, Matheny ME, Bates DW. Adverse drug event rates in six community hospitals and the potential impact of computerized physician order entry for prevention. J Gen Intern Med [print-electronic]. 2010 Jan; 25(1): 31-8. PMID: 19894081, PMCID: PMC2811587, DOI: 10.1007/s11606-009-1141-3, ISSN: 1525-1497.

Peterson JF, Shi Y, Denny JC, Matheny ME, Schildcrout JS, Waitman LR, Miller RA. Prevalence and Clinical Significance of Discrepancies within Three Computerized Pre-Admission Medication Lists. AMIA Annu Symp Proc. 2010; 2010: 642-6. PMID: 21347057, PMCID: PMC3041392, ISSN: 1942-597X.

Hug BL, Witkowski DJ, Sox CM, Keohane CA, Seger DL, Yoon C, Matheny ME, Bates DW. Occurrence of adverse, often preventable, events in community hospitals involving nephrotoxic drugs or those excreted by the kidney. Kidney Int [print-electronic]. 2009 Dec; 76(11): 1192-8. PMID: 19759525, PII: ki2009353, DOI: 10.1038/ki.2009.353, ISSN: 1523-1755.

Turchin A, Matheny ME, Shubina M, Scanlon JV, Greenwood B, Pendergrass ML. Hypoglycemia and clinical outcomes in patients with diabetes hospitalized in the general ward. Diabetes Care. 2009 Jul; 32(7): 1153-7. PMID: 19564471, PMCID: PMC2699723, PII: 32/7/1153, DOI: 10.2337/dc08-2127, ISSN: 1935-5548.

Ahmed BA, Matheny ME, Rice PL, Clarke JR, Ogunyemi OI. A comparison of methods for assessing penetrating trauma on retrospective multi-center data. J Biomed Inform [print-electronic]. 2009 Apr; 42(2): 308-16. PMID: 18929685, PMCID: PMC2693228, PII: S1532-0464(08)00123-8, DOI: 10.1016/j.jbi.2008.09.002, ISSN: 1532-0480.

Matheny ME, Morrow DA, Ohno-Machado L, Cannon CP, Sabatine MS, Resnic FS. Validation of an automated safety surveillance system with prospective, randomized trial data. Med Decis Making [print-electronic]. 2009 Mar; 29(2): 247-56. PMID: 19015285, PMCID: PMC2743924, PII: 0272989X08327110, DOI: 10.1177/0272989X08327110, ISSN: 0272-989X.

Lo HG, Matheny ME, Seger DL, Bates DW, Gandhi TK. Impact of non-interruptive medication laboratory monitoring alerts in ambulatory care. J Am Med Inform Assoc [print-electronic]. 2009 Jan; 16(1): 66-71. PMID: 18952945, PMCID: PMC2605597, PII: M2687, DOI: 10.1197/jamia.M2687, ISSN: 1067-5027.

Matheny ME, Fitzhenry F, Speroff T, Hathaway J, Murff HJ, Brown SH, Fielstein EM, Dittus RS, Elkin PL. Detection of blood culture bacterial contamination using natural language processing. AMIA Annu Symp Proc. 2009; 2009: 411-5. PMID: 20351890, PMCID: PMC2815455, ISSN: 1942-597X.

Tiroch KA, Arora N, Matheny ME, Liu C, Lee TC, Resnic FS. Risk predictors of retroperitoneal hemorrhage following percutaneous coronary intervention. Am. J. Cardiol [print-electronic]. 2008 Dec 12/1/2008; 102(11): 1473-6. PMID: 19026298, PII: S0002-9149(08)01264-2, DOI: 10.1016/j.amjcard.2008.07.039, ISSN: 1879-1913.

Matheny ME, Sequist TD, Seger AC, Fiskio JM, Sperling M, Bugbee D, Bates DW, Gandhi TK. A randomized trial of electronic clinical reminders to improve medication laboratory monitoring. J Am Med Inform Assoc [print-electronic]. 2008 Jul; 15(4): 424-9. PMID: 18436905, PMCID: PMC2442256, PII: M2602, DOI: 10.1197/jamia.M2602, ISSN: 1067-5027.

Matheny ME, Shubina M, Kimmel ZM, Pendergrass ML, Turchin A. Treatment intensification and blood glucose control among hospitalized diabetic patients. J Gen Intern Med [print-electronic]. 2008 Feb; 23(2): 184-9. PMID: 18066630, PMCID: PMC2359170, DOI: 10.1007/s11606-007-0468-x, ISSN: 1525-1497.

Matheny ME, Ohno-Machado L, Resnic FS. Risk-adjusted sequential probability ratio test control chart methods for monitoring operator and institutional mortality rates in interventional cardiology. Am. Heart J [print-electronic]. 2008 Jan; 155(1): 114-20. PMID: 18082501, PII: S0002-8703(07)00708-9, DOI: 10.1016/j.ahj.2007.08.022, ISSN: 1097-6744.

FitzHenry F, Doran JB, Matheny ME, Rudge NK, Waitman LR, Sullivan M, Peterson JF. BCMA evaluation: finding significance in near misses. AMIA Annu Symp Proc. 2008; 943. PMID: 18999154, ISSN: 1942-597X.

Matheny ME, Resnic FS, Arora N, Ohno-Machado L. Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality. J Biomed Inform [print-electronic]. 2007 Dec; 40(6): 688-97. PMID: 17600771, PMCID: PMC2170520, PII: S1532-0464(07)00049-4, DOI: 10.1016/j.jbi.2007.05.008, ISSN: 1532-0480.

Matheny ME, Gandhi TK, Orav EJ, Ladak-Merchant Z, Bates DW, Kuperman GJ, Poon EG. Impact of an automated test results management system on patients' satisfaction about test result communication. Arch. Intern. Med. 2007 Nov 11/12/2007; 167(20): 2233-9. PMID: 17998497, PII: 167/20/2233, DOI: 10.1001/archinte.167.20.2233, ISSN: 0003-9926.

Arora N, Matheny ME, Sepke C, Resnic FS. A propensity analysis of the risk of vascular complications after cardiac catheterization procedures with the use of vascular closure devices. Am. Heart J. 2007 Apr; 153(4): 606-11. PMID: 17383300, PII: S0002-8703(07)00045-2, DOI: 10.1016/j.ahj.2006.12.014, ISSN: 1097-6744.

Resnic FS, Arora N, Matheny M, Reynolds MR. A cost-minimization analysis of the angio-seal vascular closure device following percutaneous coronary intervention. Am. J. Cardiol [print-electronic]. 2007 Mar 3/15/2007; 99(6): 766-70. PMID: 17350361, PMCID: PMC1864959, PII: S0002-9149(06)02363-0, DOI: 10.1016/j.amjcard.2006.10.032, ISSN: 0002-9149.

Matheny ME, Arora N, Ohno-Machado L, Resnic FS. Rare adverse event monitoring of medical devices with the use of an automated surveillance tool. AMIA Annu Symp Proc. 2007; 518-22. PMID: 18693890, PMCID: PMC2655807, ISSN: 1942-597X.

Matheny ME, Morrow DA, Ohno-Machado L, Cannon CP, Resnic FS. Validating an automated outcomes surveillance application using data from a terminated randomized, controlled trial (OPUS [TIMI-16]). AMIA Annu Symp Proc. 2007; 1043. PMID: 18694141, ISSN: 1942-597X.

Lo HG, Matheny ME, Seger DL, Bates DW, Gandhi TK. Non-interruptive drug-lab alerts in ambulatory care. AMIA Annu Symp Proc. 2007; 1038. PMID: 18694136, ISSN: 1942-597X.

Matheny ME, Ohno-Machado L, Resnic FS. Monitoring device safety in interventional cardiology. J Am Med Inform Assoc [print-electronic]. 2006 Mar; 13(2): 180-7. PMID: 16357356, PMCID: PMC1447549, PII: M1908, DOI: 10.1197/jamia.M1908, ISSN: 1067-5027.

Ohno-Machado L, Resnic FS, Matheny ME. Prognosis in critical care. Annu Rev Biomed Eng. 2006; 8: 567-99. PMID: 16834567, DOI: 10.1146/annurev.bioeng.8.061505.095842, ISSN: 1523-9829.

Matheny ME, Ohno-Machado L, Resnic FS. Discrimination and calibration of mortality risk prediction models in interventional cardiology. J Biomed Inform [print-electronic]. 2005 Oct; 38(5): 367-75. PMID: 16198996, PII: S1532-0464(05)00019-5, DOI: 10.1016/j.jbi.2005.02.007, ISSN: 1532-0464.

Matheny ME, Ogunyemi OI, Rice PL, Clarke JR. Evaluating the discriminatory power of a computer-based system for assessing penetrating trauma on retrospective multi-center data. AMIA Annu Symp Proc. 2005; 500-4. PMID: 16779090, PMCID: PMC1479848, PII: 58319, ISSN: 1942-597X.