Managing clinical research data: software tools for hypothesis exploration.

نویسندگان

  • C F Starmer
  • M A Dietz
چکیده

Data representation, data file specification, and the communication of data between software systems are playing increasingly important roles in clinical data management. This paper describes the concept of a self-documenting file that contains annotations or comments that aid visual inspection of the data file. We describe access of data from annotated files and illustrate data analysis with a few examples derived from the UNIX operating environment. Use of annotated files provides the investigator with both a useful representation of the primary data and a repository of comments that describe some of the context surrounding data capture.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Understanding Software Maintenance Tools: Some Empirical Research

In this position paper we discuss research into tools for software maintenance, where tools include everything from large scale integrated CASE products down to simple one-function commands or features. The objective of this research is to learn more about software engineers’ work with and needs for tools, so that they can become more productive. We discuss several categories of questions to be...

متن کامل

A Preliminary Study of Novice and Expert Users’ Decision-Making Procedures during Visual Trade Space Exploration

Thanks to advances in computing power and speed, designers can now generate a wealth of data on demand to support engineering design and decision-making. Unfortunately, while the ability to generate and store new data continues to grow, methods and tools to support multidimensional data exploration have evolved at a much slower pace. Moreover, current methods and tools are often ill-equipped at...

متن کامل

SemTK: An Ontology-first, Open Source Semantic Toolkit for Managing and Querying Knowledge Graphs

The relatively recent adoption of Knowledge Graphs as an enabling technology in multiple high-profile artificial intelligence and cognitive applications has led to growing interest in the Semantic Web technology stack. Many semantics-related tools, however, are focused on serving experts with a deep understanding of semantic technologies. For example, triplification of relational data is availa...

متن کامل

A Discussion on Visual Interactive Data Exploration Using Self-Organizing Maps

In recent years, a variety of visualization techniques for visual data exploration based on self-organizing maps (SOMs) have been developed. To support users in data exploration tasks, a series of software tools emerged which integrate various visualizations. However, the focus of most research was the development of visualizations which improve the support in cluster identification. In order t...

متن کامل

Software Project Management for Combined Software and Data Engineering

Software engineering is an established discipline for the systematic creation of large and complex software systems. Relatively more recent are attempts to systematise the creation and management of large data sets, in data engineering. A key feature of these disciplines is managing engineering processes using several stages that form a development life cycle. This leads to a methodical process...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Environmental Health Perspectives

دوره 87  شماره 

صفحات  -

تاریخ انتشار 1990