Publications
All scientific publications related to research on Care2Report are listed below. For each publication the abstract is included and a link to the full paper is made available if possible. Publications are listed in chronological order, starting with the most recent publication.
Towards Ontological Conversation Interpretation: A Method for Ontology Creation from Medical Guidelines
The automated capturing and summarization of medical consultations aims to reduce the administrative burden in healthcare. Consultations are structured conversations that broadly follow a guideline with a systematic examination of predefined observations and symptoms to diagnose and treat...
Automated Medical Reporting: From Multimodal Inputs to Medical Reports through Knowledge Graphs
Care providers generally experience a high workload mainly due to the large amount of time required for adequate documentation. This paper presents our visionary idea of real-time automated medical reporting through the integration of speech and action recognition technology with knowledge-based...
Video2Report: A Video Database for Automatic Reporting of Medical Consultancy Sessions
Abstract Documenting patient medical information in the electronic medical record is a time-consuming task at the expense of direct patient care. We propose an integrated solution to automate the process of medical reporting. This vision is enabled through the integration of speech and action...
Medical Dialogue Summarization for Automated Reporting in Healthcare
Healthcare providers generally spend excessive time on administrative tasks at the expense of direct patient care. The emergence of new artificial intelligence and natural language processing technologies gives rise to innovations that could relieve them of this burden. In this paper, we present...
Reference Method for the Development of Domain Action Recognition Classifiers: The Case of Medical Consultations
Advances in human action recognition and interaction recognition enable the reliable execution of action classification tasks through machine learning algorithms. However, no systematic approach for developing such classifiers exists and since actions vary between domains, appropriate and usable...
The Care2ReportSystem: Automated medical reporting as an integrated solution to reduce administrative burden in healthcare
Abstract Documenting patient medical information in the electronic medical record is a time-consuming task at the expense of direct patient care. We propose an integrated solution to automate the process of medical reporting. This vision is enabled through the integration of speech and action...
