Hypertension

This project aims to develop a standardized computational framework for clinical practice guideline specification that will allow text guidelines to be easily translated into computable formats by clinical domain experts. These computable guidelines will then be directly applicable to real-time clinical decision support and to retrospective quality assessment of electronic medical records.

Paragraphs

BACKGROUND: Electronically available data, both administrative, such as outpatient encounter diagnostic data, and clinical, such as problem lists, are being used increasingly for outcome and quality assessment, risk adjustment, and clinical reminder systems. OBJECTIVE: To determine the accuracy of outpatient primary care diagnostic information recorded in administrative and clinical files in a Veterans Affairs VISTA (Veterans Health Information Systems and Technology Architecture) database compared with medical chart notes. STUDY DESIGN: Cross-sectional medical chart review of 148 patients attending a general medicine clinic at a university-affiliated Veterans Affairs hospital for 9 diagnoses relevant to the choice of drug therapy for hypertension. PATIENTS AND METHODS: An administrative file of encounter diagnoses, for a 2-year period, and a clinical file of the problem list maintained by the clinician were the sources of electronic diagnoses. We compared these sources with diagnoses abstracted by medical chart review. We estimated the sensitivity and specificity of each electronic data source for detecting medical chart note diagnoses. RESULTS: The sensitivity for 8 of the 9 study diagnoses was greater than 80% in the administrative file and 49% in the clinical problem list. The specificity was good for the administrative file (91% to 100%) and even better for the clinical file (98% to 100%). CONCLUSIONS: Outpatient encounter diagnoses relevant to hypertension recorded as electronic data had high specificity, and some codes had high sensitivity when collected over multiple visits. The administrative file was more sensitive but less specific than the clinical file. Administrative vs clinical files can be selected to minimize either the false-negative or the false-positive designations, respectively, as dictated by the needs of the quality assessment review.

All Publications button
1
Publication Type
Journal Articles
Publication Date
Journal Publisher
American Journal of Managed Care
Authors
HC Szeto
RK Coleman
P Gholami
BB Hoffman
Mary K. Goldstein
Mary Kane Goldstein
Paragraphs

Once again the authors have brought this basic backlist book up to current standards including the newest information available on medication, diet, and exercise. This edition also presents new information about hypertension and the standards recently established for measurement. It is a clear and jargon-free explanation of the role blood pressure plays as a primary indicator of overall health.

The Blood Pressure Book reviews the causes and treatments of high blood pressure and provides guidance on equipment for home monitoring as well as complete and fully updated references throughout the book and the bibliography.

The advice is broken down into a series of small steps that are easy to take. By the end of the book, these small changes should add up to a way of life that will help get blood pressure down (or keep it from going up) and also improve general health. This is an important reference for anyone with high blood pressure in the family, from young adults to seniors.

All Publications button
1
Publication Type
Books
Publication Date
Journal Publisher
Bull Publishing Company (Palo Alto, CA), Second Edition
Authors
Stephen P. Fortmann
PE Breitrose
Number
0923521607
Paragraphs
All Publications button
1
Publication Type
Journal Articles
Publication Date
Journal Publisher
American Journal of Hypertension
Authors
K Ranade
WH Shue
YJ Hung
CA Hsiung
FT Chiang
R Pesich
J Hebert
M Olivier
YI Chen
R Pratt
Paragraphs

ATHENA DSS is a decision-support system that provides recommendations for managing hypertension in primary care. ATHENA DSS is built on a component-based architecture called EON. User acceptance of a system like this one depends partly on how well the system explains its reasoning and justifies its conclusions. We addressed this issue by adapting WOZ, a declarative explanation framework, to build an explanation function for ATHENA DSS. ATHENA DSS is built based on a component-based architecture called EON. The explanation function obtains its information by tapping into EON's components, as well as into other relevant sources such as the guideline document and medical literature. It uses an argument model to identify the pieces of information that constitute an explanation, and employs a set of visual clients to display that explanation. By incorporating varied information sources, by mirroring naturally occurring medical arguments and by utilizing graphic visualizations, ATHENA DSS's explanation function generates rich, evidence-based explanations.

All Publications button
1
Publication Type
Journal Articles
Publication Date
Journal Publisher
Medinfo
Authors
RD Shankar
SB Martins
SW Tu
Mary K. Goldstein
Mary Kane Goldstein
Mark A. Musen
Mark A. Musen
Paragraphs

The cardiovascular tolerance for sex has largely been equated with physical activity, yet sexual arousal plays a major role. Exercise testing is useful, primarily for evaluating functional capacity, which reflects the extent of physical conditioning and the limitation imposed by symptoms of angina, dyspnea, and fatigue. Exercise testing, which is useful for evaluating functional capacity in sedentary patients, is generally unnecessary in physically active patients. Exercise testing, with or without radionuclide imaging, is of limited value in assessing the risk of future cardiovascular events-a limitation shared by all diagnostic tests, including coronary angiography. The absolute risks of coition-induced myocardial infarction (MI) or death are extremely low-on the order of 2 chances per million per hour in healthy middle-aged individuals or 20 chances per million per hour in "high-risk" patients with ischemic heart disease. This is equivalent to an annual risk of 1. 01% and 1.2%, respectively. Sex is a comparatively weak precipitant of acute coronary events, accounting for only 0.5-1.0% of all such events. The cardiovascular tolerance for sex in an individual can be characterized by the "functional reserve," that is, the extent to which the cardiovascular response to sex-measured by the heart rate, blood pressure, and oxygen consumption-encroaches on the peak response to exercise. Cardiovascular symptoms during sex rarely occur in patients who do not experience similar symptoms during exercise testing at a level equivalent to 6 METS.

All Publications button
1
Publication Type
Journal Articles
Publication Date
Journal Publisher
American Journal of Cardiology
Authors
Robert F. DeBusk
Paragraphs

Sexual dysfunction is highly prevalent in both sexes and adversely affects patients' quality of life and well being. Given the frequent association between sexual dysfunction and cardiovascular disease, in addition to the potential cardiac risk of sexual activity itself, a consensus panel was convened to develop recommendations for clinical management of sexual dysfunction in patients with cardiovascular disease. Based upon a review of the research and presentations by invited experts, a classification system was developed for stratification of patients into high, low, and intermediate categories of cardiac risk. The large majority of patients are in the low-risk category, which includes patients with (1) controlled hypertension; (2) mild, stable angina; (3) successful coronary revascularization; (4) a history of uncomplicated myocardial infarction (MI); (5) mild valvular disease; and (6) no symptoms and 3 cardiovascular risk factors. These patients can be safely encouraged to initiate or resume sexual activity or to receive treatment for sexual dysfunction. An important exception is the use of sildenafil in patients taking nitrates in any form. Patients in the intermediate-risk category include those with (1) moderate angina; (2) a recent MI (6 weeks); (3) left ventricular dysfunction and/or class II congestive heart failure; (4) nonsustained low-risk arrhythmias; and (5) >/=3 risk factors for coronary artery disease. These patients should receive further cardiologic evaluation before restratification into the low- or high-risk category. Finally, patients in the high-risk category include those with (1) unstable or refractory angina; (2) uncontrolled hypertension; (3) congestive heart failure (class III or IV); (4) very recent MI (2 weeks); (5) high-risk arrhythmias; (6) obstructive cardiomyopathies; and (7) moderate-to-severe valvular disease. These patients should be stabilized by specific treatment for their cardiac condition before resuming sexual activity or being treated for sexual dysfunction. A simple algorithm is provided for guiding physicians in the management of sexual dysfunction in patients with varying degrees of cardiac risk.

All Publications button
1
Publication Type
Journal Articles
Publication Date
Journal Publisher
American Journal of Cardiology
Authors
Robert F DeBusk
Y Drory
I Goldstein
et al
Paragraphs

This paper describes the ATHENA Decision Support System (DSS), which operationalizes guidelines for hypertension using the EON architecture. ATHENA DSS encourages blood pressure control and recommends guideline-concordant choice of drug therapy in relation to comorbid diseases. ATHENA DSS has an easily modifiable knowledge base that specifies eligibility criteria, risk stratification, blood pressure targets, relevant comorbid diseases, guideline-recommended drug classes for patients with comorbid disease, preferred drugs within each drug class, and clinical messages. Because evidence for best management of hypertension evolves continually, ATHENA DSS is designed to allow clinical experts to customize the knowledge base to incorporate new evidence or to reflect local interpretations of guideline ambiguities. Together with its database mediator Athenaeum, ATHENA DSS has physical and logical data independence from the legacy Computerized Patient Record System (CPRS) supplying the patient data, so it can be integrated into a variety of electronic medical record systems.

All Publications button
1
Publication Type
Working Papers
Publication Date
Journal Publisher
Proceedings of the American Medical Informatics Association Symposium 2000
Authors
Mary K. Goldstein
Mary Kane Goldstein
BB Hoffman
RW Coleman
Mark A. Musen
Mark A. Musen
SW Tu
A Advani
R Shankar
M O'Connor

VA Palo Alto Health Care System Medical Service (111) 3801 Miranda Avenue Palo Alto, CA 94304;

Encina Commons, 615 Crothers Way Room 210, Stanford, CA 94305-6006

(650) 493-5000,,1,,1,62105
0
Professor, Health Policy
Professor, Medicine (by courtesy)
mary_goldstein_profile.jpg
MD, MS

 

Mary K. Goldstein is a Professor of Health Policy and a core faculty member at the Department of Health Policy and the Center for Health Policy, and the Director of the Geriatrics Research Education and Clinical Center (GRECC) at the VA Palo Alto Health Care System. She directs the Primary Care Policy and Practice Advancement program at PCOR, the Stanford/VA Palo Alto Geriatric Medicine Fellowship Program, and the Special Fellowship Program in Advanced Geriatrics at VA Palo Alto. She also serves as associate director for the Physician Post-Residency Fellowship Program in Health Services Research and Development, and for the Postdoctoral Fellowship in Medical Informatics, both at VA Palo Alto Health Care System.

Goldstein studies innovative methods of implementing evidence-based clinical practice guidelines for quality improvement. She leads the ATHENA Decision Support System project that has developed and implemented an automated clinical decision support system for primary care clinicians, using hypertension as a model, and now extended into several other clinical domains.  Goldstein's research also explores older adults' health preferences (health utility) for application to cost-effectiveness analysis.

Goldstein is a fellow of the American Geriatrics Society, and an emerita of the Society's board of directors. Goldstein has received a number of honors and awards including an Advanced Career Development award from the Department of Veterans Affairs Health Services Research and Development (HSR&D) program.  She received a BA in philosophy and an MD, both from Columbia University, and completed her residency in family medicine at Duke University Medical Center. At the Stanford School of Medicine she completed an AHRQ-funded fellowship and an MS in health services research.

CV
Paragraphs

First published in Pharmacoeconomics, Volume 14, pages 27-48, 1998.

All Publications button
1
Publication Type
Books
Publication Date
Journal Publisher
Adis International Limited (New Zealand) in "Aspects of Hypertension Management", Mallarkey G, editor, Auckland.
Authors
A.D. Brown
Alan M. Garber
Number
0864710577
Subscribe to Hypertension