Design and Implementation of a Semantic Dialogue System for Radiologists

نویسندگان

  • Daniel Sonntag
  • Martin Huber
  • Manuel Möller
  • Alassane Ndiaye
  • Sonja Zillner
  • Alexander Cavallaro
چکیده

This chapter describes a semantic dialogue system for radiologists in a comprehensive case study within the large-scale MEDICO project. MEDICO addresses the need for advanced semantic technologies in the search for medical image and patient data. The objectives are, first, to enable a seamless integration of medical images and different user applications by providing direct access to image semantics, and second, to design and implement a multimodal dialogue shell for the radiologist. Speech-based semantic image retrieval and annotation of medical images should provide the basis for help in clinical decision support and computer aided diagnosis. We will describe the clinical workflow and interaction requirements and focus on the design and implementation of a multimodal user interface for patient/image search or annotation and its implementation while using a speech-based dialogue shell. Ontology modeling provides the backbone for knowledge representation in the dialogue shell and the specific medical application domain; ontology structures are the communication basis of our combined semantic search and retrieval architecture which includes the MEDICO server, the triple store, the semantic search API, the medical visualization toolkit MITK, and the speech-based dialogue shell, amongst others. We will focus on usability aspects of multimodal applications, our storyboard and the implemented speech and touchscreen interaction design.

برای دانلود رایگان 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

Design and implementation of Persian spelling detection and correction system based on Semantic

Persian Language has a special feature (grapheme, homophone, and multi-shape clinging characters) in electronic devices. Furthermore, design and implementation of NLP tools for Persian are more challenging than other languages (e.g. English or German). Spelling tools are used widely for editing user texts like emails and text in editors.  Also developing Persian tools will provide Persian progr...

متن کامل

Users’ satisfaction with imaging services before and after the implementation of picture archiving and communication system

  Introduction: The picture archiving and communication system is a digital device designed for processing, archiving and communicating medical images with different parts of hospitals, physicians and radiologists. Therefore, the current study aimed to determine the impact of the system on users’ satisfaction with imaging services before and after its implementation. Methods: This cross-secti...

متن کامل

A Multimodal Multi-device Discourse and Dialogue Infrastructure for Collaborative Decision-Making in Medicine

The dialogue components we developed provide the infrastructure of the disseminated industrial prototype Radspeech—a semantic speech dialogue system for radiologists. The major contribution of this paper is the description of a new speech-based interaction scenario of Radspeech where two radiologists use two independent but related mobile speech devices (iPad and iPhone), and collaborate via a ...

متن کامل

Using a Discourse and Dialogue Infrastructure for Collaborative Radiology

We provided an infrastructure of the disseminated industrial prototype Radspeech—a semantic speech dialogue system for radiologists. The major contribution of this demo paper is the description of a new speech-based interaction scenario of Radspeech where two radiologists use two independent but related mobile speech devices (iPad and iPhone), and collaborate via a connected large screen instal...

متن کامل

Effect of the Picture Archiving and Communication System Implementation on the Diagnosis Accuracy of Emergency Physicians in CT Scan Examinations

Introduction: Picture Archiving and Communication System (PACS) allows the processing, archiving, and sharing medical images electronically with different parts of the hospital, especially the emergency department. The aim of this study was to evaluate the effect of PACS on the diagnosis accuracy of emergency department physicians before and after its implementation.  Method: In this analytical...

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

عنوان ژورنال:
  • CoRR

دوره abs/1701.07381  شماره 

صفحات  -

تاریخ انتشار 2011