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Personal Health Information Recommender: implementing a tool for the empowerment of cancer patients
Nowadays, patients have a wealth of information available on the Internet. Despite the potential benefits of Internet health information seeking, several concerns have been raised about the quality of information and about the patient’s capability to evaluate medical information and to relate it to...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cancer Intelligence
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6057655/ https://www.ncbi.nlm.nih.gov/pubmed/30079113 http://dx.doi.org/10.3332/ecancer.2018.851 |
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author | Iatraki, Galatia Kondylakis, Haridimos Koumakis, Lefteris Chatzimina, Maria Kazantzaki, Eleni Marias, Kostas Tsiknakis, Manolis |
author_facet | Iatraki, Galatia Kondylakis, Haridimos Koumakis, Lefteris Chatzimina, Maria Kazantzaki, Eleni Marias, Kostas Tsiknakis, Manolis |
author_sort | Iatraki, Galatia |
collection | PubMed |
description | Nowadays, patients have a wealth of information available on the Internet. Despite the potential benefits of Internet health information seeking, several concerns have been raised about the quality of information and about the patient’s capability to evaluate medical information and to relate it to their own disease and treatment. As such, novel tools are required to effectively guide patients and provide high-quality medical information in an intelligent and personalised manner. With this aim, this paper presents the Personal Health Information Recommender (PHIR), a system to empower patients by enabling them to search in a high-quality document repository selected by experts, avoiding the information overload of the Internet. In addition, the information provided to the patients is personalised, based on individual preferences, medical conditions and other profiling information. Despite the generality of our approach, we apply the PHIR to a personal health record system constructed for cancer patients and we report on the design, the implementation and a preliminary validation of the platform. To the best of our knowledge, our platform is the only one combining natural language processing, ontologies and personal information to offer a unique user experience. |
format | Online Article Text |
id | pubmed-6057655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Cancer Intelligence |
record_format | MEDLINE/PubMed |
spelling | pubmed-60576552018-08-03 Personal Health Information Recommender: implementing a tool for the empowerment of cancer patients Iatraki, Galatia Kondylakis, Haridimos Koumakis, Lefteris Chatzimina, Maria Kazantzaki, Eleni Marias, Kostas Tsiknakis, Manolis Ecancermedicalscience Short Communication Nowadays, patients have a wealth of information available on the Internet. Despite the potential benefits of Internet health information seeking, several concerns have been raised about the quality of information and about the patient’s capability to evaluate medical information and to relate it to their own disease and treatment. As such, novel tools are required to effectively guide patients and provide high-quality medical information in an intelligent and personalised manner. With this aim, this paper presents the Personal Health Information Recommender (PHIR), a system to empower patients by enabling them to search in a high-quality document repository selected by experts, avoiding the information overload of the Internet. In addition, the information provided to the patients is personalised, based on individual preferences, medical conditions and other profiling information. Despite the generality of our approach, we apply the PHIR to a personal health record system constructed for cancer patients and we report on the design, the implementation and a preliminary validation of the platform. To the best of our knowledge, our platform is the only one combining natural language processing, ontologies and personal information to offer a unique user experience. Cancer Intelligence 2018-07-11 /pmc/articles/PMC6057655/ /pubmed/30079113 http://dx.doi.org/10.3332/ecancer.2018.851 Text en © the authors; licensee ecancermedicalscience. http://creativecommons.org/licenses/by/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Short Communication Iatraki, Galatia Kondylakis, Haridimos Koumakis, Lefteris Chatzimina, Maria Kazantzaki, Eleni Marias, Kostas Tsiknakis, Manolis Personal Health Information Recommender: implementing a tool for the empowerment of cancer patients |
title | Personal Health Information Recommender: implementing a tool for the empowerment of cancer patients |
title_full | Personal Health Information Recommender: implementing a tool for the empowerment of cancer patients |
title_fullStr | Personal Health Information Recommender: implementing a tool for the empowerment of cancer patients |
title_full_unstemmed | Personal Health Information Recommender: implementing a tool for the empowerment of cancer patients |
title_short | Personal Health Information Recommender: implementing a tool for the empowerment of cancer patients |
title_sort | personal health information recommender: implementing a tool for the empowerment of cancer patients |
topic | Short Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6057655/ https://www.ncbi.nlm.nih.gov/pubmed/30079113 http://dx.doi.org/10.3332/ecancer.2018.851 |
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