User-oriented evaluation of a medical image retrieval system for radiologists

Markonis, Dimitrios (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis)) ; Holzer, Markus (Medical University of Vienna, Vienna, Austria) ; Baroz, Frederic (Health On the Net Foundation (HON), Geneva, Switzerland) ; De Castaneda, Rafael Luis Ruiz (Health On the Net Foundation (HON), Geneva, Switzerland) ; Boyer, Célia (Health On the Net Foundation (HON), Geneva, Switzerland) ; Langs, Georg (Medical University of Vienna, Vienna, Austria) ; Müller, Henning (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis))

PURPOSE: This article reports the user-oriented evaluation of a text- and content-based medical image retrieval system. User tests with radiologists using a search system for images in the medical literature are presented. The goal of the tests is to assess the usability of the system, identify system and interface aspects that need improvement and useful additions. Another objective is to investigate the system's added value to radiology information retrieval. The study provides an insight into required specifications and potential shortcomings of medical image retrieval systems through a concrete methodology for conducting user tests. METHODS: User tests with a working image retrieval system of images from the biomedical literature were performed in an iterative manner, where each iteration had the participants perform radiology information seeking tasks and then refining the system as well as the user study design itself. During these tasks the interaction of the users with the system was monitored, usability aspects were measured, retrieval success rates recorded and feedback was collected through survey forms. RESULTS: In total, 16 radiologists participated in the user tests. The success rates in finding relevant information were on average 87% and 78% for image and case retrieval tasks, respectively. The average time for a successful search was below 3 min in both cases. Users felt quickly comfortable with the novel techniques and tools (after 5 to 15 min), such as content-based image retrieval and relevance feedback. User satisfaction measures show a very positive attitude toward the system's functionalities while the user feedback helped identifying the system's weak points. The participants proposed several potentially useful new functionalities, such as filtering by imaging modality and search for articles using image examples. CONCLUSION: The iterative character of the evaluation helped to obtain diverse and detailed feedback on all system aspects. Radiologists are quickly familiar with the functionalities but have several comments on desired functionalities. The analysis of the results can potentially assist system refinement for future medical information retrieval systems. Moreover, the methodology presented as well as the discussion on the limitations and challenges of such studies can be useful for user-oriented medical image retrieval evaluation, as user-oriented evaluation of interactive system is still only rarely performed. Such interactive evaluations can be limited in effort if done iteratively and can give many insights for developing better systems.


Mots-clés:
Type d'article:
scientifique
Faculté:
Economie et Services
Ecole:
HEG VS HES-SO Valais-Wallis - Haute Ecole de Gestion & Tourisme
Institut:
Institut Informatique de gestion
Classification:
Informatique
Date:
2015
Titre du document hôte:
International journal of medical informatics
Numérotation (vol. no.):
October 2015, vol. 84, no. 10, pp. 774-783
DOI:
ISSN:
1386-5056
Le document apparaît dans:



 Notice créée le 2015-11-21, modifiée le 2018-02-15

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