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Biomedical subjects

I S Kohane

Publications and source records attributed to I S Kohane.

At least 19 recordsLinked to original sources

Electronic patient-physician communication: problems and promise.

A critical mass of Internet users will soon enable wide diffusion of electronic communication within medical practice. E-mail between physicians and patients offers important opportunities for better communication. Linking patients and physicians through e-mail may increase the involvement of patients in supervising and documenting their own health care, processes that may activate patients and contribute to improved health. These new linkages may have profound implications for the patient-physician relationship. Although the federal government proposes regulation of telemedicine technologies and medical software, communications technologies are evolving under less scrutiny. Unless these technologies are implemented with substantial forethought, they may disturb delicate balances in the patient-physician relationship, widen social disparities in health outcomes, and create barriers to access to health care. This paper seeks to identify the promise and pitfalls of electronic patient-physician communication before such technology becomes widely distributed. A research agenda is proposed that would provide data that are useful for careful shaping of the communications infrastructure. The paper addresses the need to 1) define appropriate use of the various modes of patient-physician communication, 2) ensure the security and confidentiality of patient information, 3) create user interfaces that guide patients in effective use of the technology, 4) proactively assess medicolegal liability, and 5) ensure access to the technology by a multicultural, multilingual population with varying degrees of literacy.

Communication

Social equity and access to the World Wide Web and E-mail: implications for design and implementation of medical applications.

INTRODUCTION: The distribution and types of Internet connectivity will determine the equity of access by patient populations to emerging health technologies. We sought to measure the rates, types, and predictors of access in a patient population targeted for Web-based medical services. METHODS: Design. Cross sectional in-person interview. Setting. Emergency department of a large urban pediatric teaching hospital. Subjects. Primary caretakers of patients or patients at least 16 years old. Procedure and measures. Subjects were asked about access to e-mail and the Internet as well as about willingness to use and concerns about Web-based services. Views of equity and access and sociodemographic data were also elicited. RESULTS: 132 subjects were enrolled in the study. Of respondents, 67.2% use a computer and 36.4% can access the Internet or e-mail from home. Including Internet connections and/or e-mail accounts at work, school and public libraries, 50.7% of the sample has access. Forty percent of families have e-mail accounts. The rate at which families have connectivity is primarily correlated with income (r = 0.6, p < 0.01). At all income levels, rates of access to the World Wide Web are higher than to e-mail. White patients are much more likely to have e-mail (OR 5.0, 95% CI 2.4-10.8) and Web access (OR 3.6, 95% CI 1.7-7.5). CONCLUSIONS: Connectivity is directly correlated with income and distributed unevenly across racial and ethnic groups. World Wide Web access is more prevalent than e-mail accounts, and both are often obtained outside the home. Design of health applications should account for these attributes of patient access.

Caregivers

Linking multiple heterogeneous data sources to practice guidelines.

The BiliLIGHT system is a World Wide Web (Web) based system that integrates an interactive clinical practice guideline with real-time patient-data retrieval from remote heterogeneous data sources to help clinicians manage newborn jaundice at the point of care in three clinical settings. We briefly describe the system, how actual information exchange of medical data across institutional boundaries was achieved, and how the data were connected to a CPG. In particular, we examine the requirements for patient identification, exchange protocols, authentication, and a standard vocabulary.

Computer Systems

Data mining by clinicians.

Clinical databases are becoming commonplace in healthcare environments. However, clinicians have been unable to readily explore these information sources, because currently available data retrieval tools require substantial technical skill, as well as knowledge of the underlying database structures. To address this, we have defined a group of "atomic" queries, including both population-based and temporal predicates, to enable the extraction of clinically meaningful information form these databases. DXtractor is an application that incorporates this functionality, and allows clinicians to simply combine these atomic queries. In doing so, arbitrarily complex data retrieval and exploration becomes possible for the non-programming clinician.

Databases as Topic

Maintaining the confidentiality of medical records shared over the Internet and the World Wide Web.

The Boston Electronic Medical Record Collaborative is working to develop a system that will use the World Wide Web to transfer computer-based patient information to clinicians in emergency departments. Maintaining adequate confidentiality of these records while still facilitating patient care is paramount to this effort. This paper describes an explicit protocol that would make it possible to electronically identify patients and providers, secure permission for release of records, and track information that is transmitted. It is hoped that other, similar efforts now underway will be able to use and build on this model. Comment on this proposal is invited from all parties with an interest in confidentiality. The system will be used only with "scrubbed" data-data from which all identifiers have been removed-until it is generally agreed that the confidentiality methods proposed here are appropriate and sufficient.

Boston

Computer-assisted adjustment of inspired oxygen concentration improves control of oxygen saturation in newborn infants requiring mechanical ventilation.

Open-loop computer control of inspired oxygen concentration was evaluated in 16 newborn infants requiring mechanical ventilation. FIO2 and oxygen saturation were compared for 2-hour periods of computer versus routine manual FIO2 adjustment. During computer-assisted FIO2 adjustment, patients spent more time at the target SaO2 and less time with SaO2 < 90%.

Humans

Managing temporal worlds for medical trend diagnosis.

The medical trend diagnosis system TrenDx has been applied as a prototype for diagnosing pediatric growth disorders, and as a proof of concept in detecting clinically significant trends in hemodynamics and blood gases in intensive care unit patients. TrenDx diagnoses trends by matching patient data to patterns of normal and abnormal trends called trend templates that define disorders as typical patterns of relevant variables. These patterns consist of a partially ordered set of temporal intervals with uncertain endpoints. Bound to each temporal interval are value constraints on real-valued functions of measurable parameters. The temporal uncertainty in trend templates allows TrenDx to conclude both what trend pattern best matches the data and also when significant landmarks and phase transitions have occurred within the best matching trend. The temporal uncertainty in trend templates requires that TrenDx consider alternate temporal worlds in monitoring patient data. The number of temporal worlds grows worst case polynomially in the number of time slices of data. To manage the competing temporal worlds, TrenDx employs two techniques: beam search based on regression scores, and temporal granularity in the trend template definitions. These two techniques, described here in detail, allow TrenDx to choose different points in the trade-off between accuracy of trend detection and algorithm efficiency.

Algorithms

Using HL7 and the World Wide Web for unifying patient data from remote databases.

W3-EMRS is an architecture designed to access clinical data from remote heterogeneous electronic medical record system (EMRS) databases. We describe the technologies used in an experimental implementation of W3-EMRS that concurrently collects data from several sources and presents them in an integrated set of views. After describing some of the organizational constraints, the architectural decision, implementation methodology, and operation of the completed project are discussed.

Computer Communication Networks

Topical iodine and neonatal hypothyroidism.

OBJECTIVES: To determine whether skin care practices with iodine-containing disinfectants are putting patients in the neonatal intensive care unit at risk for primary hypothyroidism. Cutaneous exposure to povidone-iodine antiseptic solutions may be a cause of primary hypothyroidism in neonates. DESIGN: Prospective pilot study. SETTING: Level III neonatal intensive care unit of a university-affiliated hospital. PARTICIPANTS: Sequential sample of 47 medial and surgical patients admitted to the neonatal intensive care unit who received cutaneous povidone-iodine applications in preparation for invasive or surgical procedures. METHODS: Seven to 10 days after iodine exposure, capillary blood samples were obtained on filter paper blots for thyroid function testing and urine samples were collected to determine quantitative iodine concentrations. A plasma creatinine level was determined for each subject. RESULTS: A total of 47 patients were enrolled. The gestational ages of subjects ranged from 26 to 41 weeks (mean, 33.6 weeks); the male-to-female ratio was 28:19; and the birth weights ranged from 0.7 to 5.1 kg(mean, 2.42 kg). The thyroxine level ranged from 20 to 187 nmol/L (1.6 to 14.6 micrograms/dL) (mean, 102 nmol/L [7.9 micrograms/dL];reference, > or = 90 nmol/L [> or = 7 micrograms/dL]; and the thyrotropin level ranged from 0.1 to 16.5 mU/L (mean, 6.4 mU/L; reference, < 20 mU/L). The mean uridine iodine concentration was 2798.0 micrograms/dL (reference, < 40 micrograms/dL), and the mean plasma creatinine level was 60 mumol/L (0.69 mg/dL) (reference, < or = 50 mumol/L [ < or = 0.6 mg/dL] for males and < or = 40 mumol/L [ < or = 0.5 mg/dL] for females). CONCLUSIONS: There was no documentation of primary hypothyroidism in our subjects despite elevated urine iodine levels. While it is still possible that patients who receive long-term iodine exposure in other settings (eg, cardiac catheterization) are at risk for primary hypothyroidism, our study suggests that the amount of iodine absorbed through routine neonatal intensive care unit procedures does not substantially alter thyroid function during the first 10 days of life. An important confounding variable is that seven patients were receiving dopamine hydrochloride infusions and four were receiving dexamethasone phosphate at the time of sample collection. We therefore cannot rule out the possibility that these medications masked a thyrotropin level elevation that would have occurred in a primary hypothyroid state. We discuss implications for the interpretation of the results of neonatal thyroid function tests.

Administration, Cutaneous

Clinical monitoring using regression-based trend templates.

Our computer program TrenDx detects clinically significant trends in time-ordered patient data by matching data to patterns called trend templates, denoting multivariate temporal and value variation in normality and in disease. Previously a purely constraint-based TrenDx diagnosed pediatric growth trends and reached the same diagnoses as a panel of experts, at a time no later than the experts, in most of 30 cases. Improvement required resolving outstanding representational issues. In this paper we describe regression-based trend templates, updated TrenDx algorithms, and their application to monitoring intensive care unit and pediatric growth data. We focus on new results in diagnosing pediatric growth trends, and discuss potential application domains for TrenDx.

Algorithms

Editorial.

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Decision Making, Computer-Assisted

WHAM!: a forms constructor for medical record access via the World Wide Web.

WWW-EMRS is an architecture that provides a set of abstractions of electronic medical record systems (EMRS). This architecture has enabled us to implement interfaces to heterogeneous EMRS via the World-Wide Web that provide consistent visual presentations and functionality. We describe WHAM!, a program that allows rapid generation of customized interfaces to WWW-EMRS that therefore deliver the customized functions across multiple EMRS.

Computer Communication Networks

Using a pen-based computer to collect health-related quality of life and utilities information.

We have developed a system that uses the Newton MessagePad technology as part of a client-client-server paradigm to collect health-related quality of life information from breast cancer patients attending an outpatient clinic at the Dana-Farber Cancer Institute. Patients are asked to fill out an electronic questionnaire on the Newton, which then uploads the information into the institution's Oracle database. The program consists of a separate questionnaire engine and question base, facilitating questionnaire design and allowing us to give different questionnaires to different patients dynamically. The results of a preliminary trial show excellent user-acceptance of the device. Finally, we present a general framework for such systems and discuss issues that developers must consider when implementing a pen-based computer project.

Adult

Getting the data in: three year experience with a pediatric electronic medical record system.

The Clinician's Workstation (CWS) has provided the full-functionality of an on-line electronic patient record for outpatient pediatric clinics over the past 3 years. The implementation of the CWS built upon a substantial effort in integration of data from various sources. This paper addresses the subsequent design issues which had to be resolved in order to enable both physician and transcriptionist-driven data entry and retrieval, notably selecting a feasible mixture of controlled vocabulary and free text. Some of the consequences of these design decisions on clinical care, clinical education, clinical and basic research are reviewed with examples from the last three years.

Computer Systems

Hypothesis-driven data abstraction with trend templates.

We have written a prototype computer program called TrenDx for automated trend detection during process monitoring. The program uses a representation called trend templates that define disorders as typical patterns of relevant variables. These patterns guide the assignment of primary data to abstracted intervals or phases of the monitored process. TrenDx has been applied to the task of pediatric growth monitoring. The results of an exploratory clinical trial are reviewed here. The general utility of TrenDx for clinical trend detection and diagnosis is illustrated with examples from several task domains.

Child