Randolph Miller

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Name: Randolph A. Miller

Elected ACMI Fellow: 1985



Current Position:

Current email:

Professional Affiliations:

Professional Activities:

Honors and Awards:

Other Works:

Other Information:

Curriculum Vitae:

Selected Publications:

Wu Y, Rosenbloom ST, Denny JC, Miller RA, Mani S, Giuse DA, Xu H. Detecting
abbreviations in discharge summaries using machine learning methods. AMIA Annu
Symp Proc. 2011;2011:1541-9. Epub 2011 Oct 22.                                                                                           

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. 2011 Nov
30;30(27):3208-20. doi: 10.1002/sim.4352. Epub 2011 Sep 21.                                                                              

McCoy AB, Waitman LR, Lewis JB, Wright JA, Choma DP, Miller RA, Peterson JF. A
framework for evaluating the appropriateness of clinical decision support alerts
and responses. J Am Med Inform Assoc. 2011 Aug 17. [Epub ahead of print]

Carnevale RJ, Talbot TR, Schaffner W, Bloch KC, Daniels TL, Miller RA.
Evaluating the utility of syndromic surveillance algorithms for screening to
detect potentially clonal hospital infection outbreaks. J Am Med Inform Assoc.
2011 Jul-Aug;18(4):466-72. Epub 2011 May 23.                                                                                             

Denny JC, Choma NN, Peterson JF, Miller RA, Bastarache L, Li M, Peterson NB.
Natural language processing improves identification of colorectal cancer testing
in the electronic medical record. Med Decis Making. 2012 Jan-Feb;32(1):188-97.                                                           
Epub 2011 Mar 10.

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 Nov

Miller RA. All's well that ends well for JAMIA editors. J Am Med Inform Assoc.
2010 Nov-Dec;17(6):624-5.                                                                                                                

Denny JC, Peterson JF, Choma NN, Xu H, Miller RA, Bastarache L, Peterson NB.
Extracting timing and status descriptors for colonoscopy testing from electronic
medical records. J Am Med Inform Assoc. 2010 Jul-Aug;17(4):383-8.                                                                        

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. 2010
Nov-Dec;30(6):639-50. Epub 2010 Mar 30.                                                                                                  

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. 2010
Mar;77(6):536-42. Epub 2009 Dec 30.                                      

Denny JC, Spickard A 3rd, Johnson KB, Peterson NB, Peterson JF, Miller RA.
Evaluation of a method to identify and categorize section headers in clinical
documents. J Am Med Inform Assoc. 2009 Nov-Dec;16(6):806-15. Epub 2009 Aug 28.                                                           

Miller RA. Computer-assisted diagnostic decision support: history,
challenges, and possible paths forward. Adv Health Sci Educ Theory Pract. 2009
Sep;14 Suppl 1:89-106. Epub 2009 Aug 12.                                                                                                 

Ohno-Machado L, Miller RA. Outstanding submissions to the AMIA annual
symposium now featured in JAMIA. J Am Med Inform Assoc. 2009 Jan-Feb;16(1):143-4.                                                        

Denny JC, Peterson JF, Choma NN, Xu H, Miller RA, Bastarache L, Peterson NB.
Development of a natural language processing system to identify timing and status
of colonoscopy testing in electronic medical records. AMIA Annu Symp Proc. 2009
Nov 14;2009:141.                                                                                                                         

Denny JC, Miller RA, Johnson KB, Spickard A 3rd. Development and evaluation
of a clinical note section header terminology. AMIA Annu Symp Proc. 2008 Nov

Denny JC, Miller RA, Waitman LR, Arrieta MA, Peterson JF. Identifying QT
prolongation from ECG impressions using a general-purpose Natural Language
Processor. Int J Med Inform. 2009 Apr;78 Suppl 1:S34-42. Epub 2008 Oct 19.                                                               

Denny J, Powers J, Spickard A 3rd, Miller R. A comparison of three methods
for automatic text categorization for geriatrics. AMIA Annu Symp Proc. 2007 Oct

Chiu KW, Miller RA. Developing an advisor predicting inpatient hypokalemia: a
negative study. AMIA Annu Symp Proc. 2007 Oct 11:910.

Fagan MC, Miller RE, Lynch SE, Kao RT. Simultaneous augmentation of hard and
soft tissues for implant site preparation using recombinant human
platelet-derived growth factor: a human case report. Int J Periodontics
Restorative Dent. 2008 Feb;28(1):37-43.                                                                                                  

Dortch MJ, Mowery NT, Ozdas A, Dossett L, Cao H, Collier B, Holder G, Miller
RA, May AK. A computerized insulin infusion titration protocol improves glucose
control with less hypoglycemia compared to a manual titration protocol in a
trauma intensive care unit. JPEN J Parenter Enteral Nutr. 2008

Stiles RA, Deppen SA, Figaro MK, Gregg WM, Jirjis JN, Rothman RL, Johnston
PE, Miller RA, Dittus RS, Speroff T. Behind-the-scenes of patient-centered care:
content analysis of electronic messaging among primary care clinic providers and
staff. Med Care. 2007 Dec;45(12):1205-9.                                                                                                 

Rosenbloom ST, Miller RA, Johnson KB, Elkin PL, Brown SH. A model for
evaluating interface terminologies. J Am Med Inform Assoc. 2008
Jan-Feb;15(1):65-76. Epub 2007 Oct 18.                                                                                                   

Peterson JF, Rosenbaum BP, Waitman LR, Habermann R, Powers J, Harrell D,
Miller RA. Physicians' response to guided geriatric dosing: initial results from
a randomized trial. Stud Health Technol Inform. 2007;129(Pt 2):1037-40.                                                                  

FitzHenry F, Peterson JF, Arrieta M, Waitman LR, Schildcrout JS, Miller RA.
Medication administration discrepancies persist despite electronic ordering. J Am
Med Inform Assoc. 2007 Nov-Dec;14(6):756-64. Epub 2007 Aug 21.                                                                           

Berner ES, Miller RA, Graber ML. Missed and delayed diagnoses in the
ambulatory setting. Ann Intern Med. 2007 Mar 20;146(6):470; author reply 470-1.                                                          
PubMed PMID: 17371899.
26: Miller RA. Authorship issues related to software tools. J Am Med Inform
Assoc. 2007 Jan-Feb;14(1):132-3.                                                                                                         

Boord JB, Sharifi M, Greevy RA, Griffin MR, Lee VK, Webb TA, May ME, Waitman
LR, May AK, Miller RA. Computer-based insulin infusion protocol improves glycemia
control over manual protocol. J Am Med Inform Assoc. 2007 May-Jun;14(3):278-87.                                                          
Epub 2007 Feb 28.

Nadkarni PM, Miller RA. Service-oriented architecture in medical software:
promises and perils. J Am Med Inform Assoc. 2007 Mar-Apr;14(2):244-6.                                                                    

Jerome RN, Miller RA. Expert synthesis of the literature to support critical
care decision making. J Med Libr Assoc. 2006 Oct;94(4):376-81.                                                                           

Fitzhenry F, Peterson JF, Arrieta MA, Miller RA. Measuring the quality of
medication administration. AMIA Annu Symp Proc. 2005:955.

Duda S, Aliferis C, Miller R, Statnikov A, Johnson K. Extracting drug-drug
interaction articles from MEDLINE to improve the content of drug databases. AMIA
Annu Symp Proc. 2005:216-20.

Denny JC, Spickard A 3rd, Miller RA, Schildcrout J, Darbar D, Rosenbloom ST,
Peterson JF. Identifying UMLS concepts from ECG Impressions using KnowledgeMap.
AMIA Annu Symp Proc. 2005:196-200.

Butler J, Speroff T, Arbogast PG, Newton M, Waitman LR, Stiles R, Miller RA,
Ray W, Griffin MR. Improved compliance with quality measures at hospital
discharge with a computerized physician order entry system. Am Heart J. 2006

Miller RA, Groth T, Hasman A, Haux R, McCray AT, Safran C, Shortliffe EH. On
exemplary scientific conduct regarding submission of manuscripts to biomedical
informatics journals. Comput Methods Programs Biomed. 2006 Mar;81(3):195-6. Epub                                                         
2006 Feb 28.

Rosenbloom ST, Miller RA, Johnson KB, Elkin PL, Brown SH. Interface
terminologies: facilitating direct entry of clinical data into electronic health
record systems. J Am Med Inform Assoc. 2006 May-Jun;13(3):277-88. Epub 2006 Feb                                                          
24. Review.

Ozdas A, Speroff T, Waitman LR, Ozbolt J, Butler J, Miller RA. Integrating
"best of care" protocols into clinicians' workflow via care provider order entry:
impact on quality-of-care indicators for acute myocardial infarction. J Am Med
Inform Assoc. 2006 Mar-Apr;13(2):188-96. Epub 2005 Dec 15.                                                                               

Miller RA, Waitman LR, Chen S, Rosenbloom ST. The anatomy of decision support
during inpatient care provider order entry (CPOE): empirical observations from a
decade of CPOE experience at Vanderbilt. J Biomed Inform. 2005 Dec;38(6):469-85.                                                         
Epub 2005 Oct 21.

Rosenbloom ST, Chiu KW, Byrne DW, Talbert DA, Neilson EG, Miller RA.
Interventions to regulate ordering of serum magnesium levels: report of an
unintended consequence of decision support. J Am Med Inform Assoc. 2005
Sep-Oct;12(5):546-53. Epub 2005 May 19.                                                                                                  

Miller RA, Gardner RM, Johnson KB, Hripcsak G. Clinical decision support and
electronic prescribing systems: a time for responsible thought and action. J Am
Med Inform Assoc. 2005 Jul-Aug;12(4):403-9. Epub 2005 May 19.                                                                            

Rosenbloom ST, Geissbuhler AJ, Dupont WD, Giuse DA, Talbert DA, Tierney WM,
Plummer WD, Stead WW, Miller RA. Effect of CPOE user interface design on
user-initiated access to educational and patient information during clinical
care. J Am Med Inform Assoc. 2005 Jul-Aug;12(4):458-73. Epub 2005 Mar 31.

Waitman LR, Miller RA. Pragmatics of implementing guidelines on the front
lines. J Am Med Inform Assoc. 2004 Sep-Oct;11(5):436-8.                                                                                  

Ozbolt J, Ozdas A, Waitman LR, Smith JB, Brennan GV, Miller RA. Decision
support for patient care: implementing cybernetics. Stud Health Technol Inform.
2004;107(Pt 1):70-3.                                                                                                                     

Neilson EG, Johnson KB, Rosenbloom ST, Dupont WD, Talbert D, Giuse DA, Kaiser
A, Miller RA; Resource Utilization Committee. The impact of peer management on                                                           
test-ordering behavior. Ann Intern Med. 2004 Aug 3;141(3):196-204.                                                                       

44: Rosenbloom ST, Grande J, Geissbuhler A, Miller RA. Experience in implementing
inpatient clinical note capture via a provider order entry system. J Am Med
Inform Assoc. 2004 Jul-Aug;11(4):310-5. Epub 2004 Apr 2.                                                                                 

Johnson KB, Miller RA. The JAMIA Student Editorial Board: peer review
education in biomedical informatics. J Am Med Inform Assoc. 2004

Waitman LR, Pearson D, Hargrove FR, Wright L, Webb TA, Miller RA, Stewart PW,
Grisso AG, Holder G, Rudge N. Enhancing Computerized Provider Order Entry (CPOE)
for neonatal intensive care. AMIA Annu Symp Proc. 2003:1078.

Madsen E, Masys DR, Miller RA. HIPAA Possumus. J Am Med Inform Assoc. 2003

Denny JC, Smithers JD, Miller RA, Spickard A 3rd. "Understanding" medical
school curriculum content using KnowledgeMap. J Am Med Inform Assoc. 2003
Jul-Aug;10(4):351-62. Epub 2003 Mar 28.                                                                                                  

FitzHenry F, Kiepek WT, Shultz EK, Byrd J, Doran J, Miller RA. Implementing
outpatient order entry to support medical necessity using the patient's
electronic past medical history. Proc AMIA Symp. 2002:250-4.

Overhage JM, Middleton B, Miller RA, Zielstorff RD, Hersh WR. Does national
regulatory mandate of provider order entry portend greater benefit than risk for
health care delivery? The 2001 ACMI debate. The American College of Medical
Informatics. J Am Med Inform Assoc. 2002 May-Jun;9(3):199-208.                                                                           

Miller RA. Reference standards in evaluating system performance. J Am Med
Inform Assoc. 2002 Jan-Feb;9(1):87-8.


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