Publication
Herb-Drug Interactions: A Holistic Decision Support System in Healthcare
| dc.contributor.author | Martins, Andreia | |
| dc.contributor.author | Maia, Eva | |
| dc.contributor.author | Praça, Isabel | |
| dc.date.accessioned | 2023-10-31T12:21:47Z | |
| dc.date.embargo | 2035 | |
| dc.date.issued | 2023-06-27 | |
| dc.description.abstract | Complementary and alternative medicine are commonly used concomitantly with conventional medications leading to adverse drug reactions and even fatality in some cases. Furthermore, the vast possibility of herb-drug interactions prevents health professionals from remembering or manually searching them in a database. Decision support systems are a powerful tool that can be used to assist clinicians in making diagnostic and therapeutic decisions in patient care. Therefore, an original and hybrid decision support system was designed to identify herb-drug interactions, applying artificial intelligence techniques to identify new possible interactions. Different machine learning models will be used to strengthen the typical rules engine used in these cases. Thus, using the proposed system, the pharmacy community, people's first line of contact within the Healthcare System, will be able to make better and more accurate therapeutic decisions and mitigate possible adverse events. | pt_PT |
| dc.description.version | info:eu-repo/semantics/publishedVersion | pt_PT |
| dc.identifier.doi | 10.1109/HealthCom54947.2022.9982729 | pt_PT |
| dc.identifier.uri | http://hdl.handle.net/10400.22/23812 | |
| dc.language.iso | eng | pt_PT |
| dc.publisher | IEEE | pt_PT |
| dc.relation.publisherversion | https://ieeexplore.ieee.org/document/9982729 | pt_PT |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | pt_PT |
| dc.subject | Decision support systems | pt_PT |
| dc.subject | Drugs | pt_PT |
| dc.subject | Databases | pt_PT |
| dc.subject | Medical services | pt_PT |
| dc.subject | Machine learning | pt_PT |
| dc.subject | Reliability | pt_PT |
| dc.subject | Engines | pt_PT |
| dc.title | Herb-Drug Interactions: A Holistic Decision Support System in Healthcare | pt_PT |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| oaire.citation.endPage | 6 | pt_PT |
| oaire.citation.startPage | 1 | pt_PT |
| oaire.citation.title | 2022 IEEE International Conference on E-health Networking, Application & Services (HealthCom) | pt_PT |
| person.familyName | Praça | |
| person.givenName | Isabel | |
| person.identifier | 299522 | |
| person.identifier.ciencia-id | C710-4218-1BFF | |
| person.identifier.orcid | 0000-0002-2519-9859 | |
| person.identifier.rid | K-8430-2014 | |
| person.identifier.scopus-author-id | 22734900800 | |
| rcaap.rights | closedAccess | pt_PT |
| rcaap.type | article | pt_PT |
| relation.isAuthorOfPublication | ee4ecacd-c6c6-41e8-bca1-21a60ff05f50 | |
| relation.isAuthorOfPublication.latestForDiscovery | ee4ecacd-c6c6-41e8-bca1-21a60ff05f50 |