Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Iatraki, Galatia, Kondylakis, Haridimos, Koumakis, Lefteris, Chatzimina, Maria, Kazantzaki, Eleni, Marias, Kostas, Tsiknakis, Manolis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cancer Intelligence 2018
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
_version_ 1783341568628883456
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
work_keys_str_mv AT iatrakigalatia personalhealthinformationrecommenderimplementingatoolfortheempowermentofcancerpatients
AT kondylakisharidimos personalhealthinformationrecommenderimplementingatoolfortheempowermentofcancerpatients
AT koumakislefteris personalhealthinformationrecommenderimplementingatoolfortheempowermentofcancerpatients
AT chatziminamaria personalhealthinformationrecommenderimplementingatoolfortheempowermentofcancerpatients
AT kazantzakieleni personalhealthinformationrecommenderimplementingatoolfortheempowermentofcancerpatients
AT mariaskostas personalhealthinformationrecommenderimplementingatoolfortheempowermentofcancerpatients
AT tsiknakismanolis personalhealthinformationrecommenderimplementingatoolfortheempowermentofcancerpatients