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Biomedical subjects

P Szolovits

Publications and source records attributed to P Szolovits.

16 recordsLinked to original sources

The personal internetworked notary and guardian.

In this paper, we propose a secure, distributed and scaleable infrastructure for a lifelong personal medical record system. We leverage on existing and widely available technologies, like the Web and public-key cryptography, to define an architecture that allows patients to exercise full control over their medical data. This is done without compromising patients' privacy and the ability of other interested parties (e.g. physicians, health-care institutions, public-health researchers) to access the data when appropriately authorized. The system organizes the information as a tree of encrypted plain-text XML files, in order to ensure platform independence and durability, and uses a role-based authorization scheme to assign access privileges. In addition to the basic architecture, we describe tools to populate the patient's record with data from hospital databases and the first testbed applications we are deploying.

Computer Security↗

TeleMedMail: free software to facilitate telemedicine in developing countries.

Telemedicine offers the potential to alleviate the severe shortage of medical specialists in developing countries. However lack of equipment and poor network connections usually rule out video-conferencing systems. This paper describes a software application to facilitate store-and-forward telemedicine by email of images from digital cameras. TeleMedMail is written in Java and allows structured text entry, image processing, image and data compression, and data encryption. The design, implementation, and initial evaluation are described.

Computer Communication Networks↗

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↗

A Java-based multi-institutional medical information retrieval system.

JAMI (Java-based Agglutination of Medical Information) is designed as a framework for integrating heterogeneous information systems used in healthcare related institutions. It is one of the implementations under the W3-EMRS project 1 aimed at using the World Wide Web (Web) to unify different hospital information systems. JAMI inherited several design decisions from the first W3-EMRS implementation described in, including using the Web as the communication infrastructure and HL7 as the communication protocol between the heterogeneous systems and the W3-EMRS systems. In addition, JAMI incorporates the growing Java technologies and has a more flexible and efficient architecture. This paper describes JAMI's architecture and implementation. It also present two instances of JAMI, one for the integration of different hospital information systems and another for the integration of two heterogeneous systems within a single hospital. Some important issues for the further development of JAMI, including security and confidentiality, data input and decision support are discussed.

Computer Communication Networks↗

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↗

Uncertainty and decisions in medical informatics.

This paper presents a tutorial introduction to the handling of uncertainty and decision-making in medical reasoning systems. It focuses on the central role of uncertainty in all of medicine and identifies the major themes that arise in research papers. It then reviews simple Bayesian formulations of the problem and pursues the generalization to the Bayesian network methods that are popular today. Decision making is presented from the decision analysis viewpoint, with brief mention of recently-developed methods. The paper concludes with review of more abstract characterization of uncertainty, and anticipates the growing importance of analytic and "data mining" techniques as growing amounts of clinical data become widely available.

Bayes Theorem↗

Artificial intelligence in medical diagnosis.

In an attempt to overcome limitations inherent in conventional computer-aided diagnosis, investigators have created programs that simulate expert human reasoning. Hopes that such a strategy would lead to clinically useful programs have not been fulfilled, but many of the problems impeding creation of effective artificial intelligence programs have been solved. Strategies have been developed to limit the number of hypotheses that a program must consider and to incorporate pathophysiologic reasoning. The latter innovation permits a program to analyze cases in which one disorder influences the presentation of another. Prototypes embodying such reasoning can explain their conclusions in medical terms that can be reviewed by the user. Despite these advances, further major research and developmental efforts will be necessary before expert performance by the computer becomes a reality.

Artificial Intelligence↗

Building national electronic medical record systems via the World Wide Web.

Electronic medical record systems (EMRSs) currently do not lend themselves easily to cross-institutional clinical care and research. Unique system designs coupled with a lack of standards have led to this difficulty. The authors have designed a preliminary EMRS architecture (W3-EMRS) that exploits the multiplatform, multiprotocol, client-server technology of the World Wide Web. The architecture abstracts the clinical information model and the visual presentation away from the underlying EMRS. As a result, computation upon data elements of the EMRS and their presentation are no longer tied to the underlying EMRS structures. The architecture is intended to enable implementation of programs that provide uniform access to multiple, heterogeneous legacy EMRSs. The authors have implemented an initial prototype of W3-EMRS that accesses the database of the Boston Children's Hospital Clinician's Workstation.

Boston↗

A WWW implementation of national recommendations for protecting electronic health information.

In March of 1997, the National Research Council (NRC) of the National Academy of Sciences issued the report, "For the Record: Protecting Electronic Health Information." Concluding that the current practices at the majority of health care facilities in the United States are insufficient, the Council delineated both technical and organizational approaches to protecting electronic health information. The Beth Israel Deaconess Medical Center recently implemented a proof-of-concept, Web-based, cross-institutional medical record, CareWeb, which incorporates the NRC security and confidentiality recommendations. We report on our WWW implementation of the NRC recommendations and an initial evaluation of the balance between ease of use and confidentiality.

Computer Communication Networks↗