Publications by authors named "Stefan Pantazi"

We are reporting on a recent experience with Health Informatics (HI) teaching at undergraduate degree level to an audience of HI and Pharmacy students. The important insight is that effective teaching of clinical informatics must involve highly interactive, applied components in addition to the traditional theoretical material. This is in agreement with general literature underlining the importance of simulations and role playing in teaching and is well supported by our student evaluation results.

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This paper is an overview of unsupervised grammar induction and similarity retrieval, two fundamental information processing functions of importance to medical language processing applications and to the construction of intelligent medical information systems. Existing literature with a focus on text segmentation tasks is reviewed. The review includes a comparison of existing approaches and reveals the longstanding interest in these traditionally distinct topics despite the significant computational challenges that characterizes them.

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We carried out an economic evaluation of the northernmost five sites of the British Columbia telehealth network. The videoconferencing network links health-care facilities in 12 communities with Vancouver, for clinical consultations, administrative meetings and educational sessions. The economic evaluation was based on the netcost criterion (i.

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Article Synopsis
  • The article connects the simplicity of user interfaces in information systems to usability, and the complexity of problem-solving to usefulness, highlighting a paradox in medical information technology where systems must be both usable and useful.
  • It emphasizes the importance of context-dependent representations in information processing, utilizing thought experiments to illustrate the necessity of adapting information to specific contexts, while also touching on algorithmic information theory.
  • The proposed solution to the paradox involves a focus on managing concept spaces and context-dependent information processing, leading to a redefinition of Medical Informatics as centered on these concepts.
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Background: The "applied" nature distinguishes applied sciences from theoretical sciences. To emphasize this distinction, we begin with a general, meta-level overview of the scientific endeavor. We introduce the knowledge spectrum and four interconnected modalities of knowledge.

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This work deals with multidimensional data analysis, precisely cluster analysis applied to a very well known dataset, the Wisconsin Breast Cancer dataset. After the introduction of the topics of the paper the cluster analysis concept is shortly explained and different methods of cluster analysis are compared. Further, the Kohonen model of self-organizing maps is briefly described together with an example and with explanations of how the cluster analysis can be performed using the maps.

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This paper explores approach to finding out how the information needs that a document can address can be captured. This is important in order to improve indexing strategies applied to document collections. We propose and implemented a cognitive science approach, the "jeopardy game" method of evaluation combined with "think aloud" analysis.

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