Informatik
Refine
Document Type
- Conference proceeding (569) (remove)
Is part of the Bibliography
- yes (569)
Institute
- Informatik (569)
- Technik (2)
Publisher
- Springer (118)
- Hochschule Reutlingen (102)
- IEEE (83)
- Gesellschaft für Informatik e.V (51)
- Association for Computing Machinery (34)
- IARIA (19)
- RWTH Aachen (15)
- Association for Information Systems (12)
- SciTePress (12)
- Deutsche Gesellschaft für Computer- und Roboterassistierte Chirurgie e.V. (9)
- University of Hawai'i at Manoa (8)
- Università Politecnica delle Marche (8)
- IOP Publishing (5)
- SPIE. The International Society for Optical Engineering (5)
- University of Zagreb (5)
- Curran Associates Inc. (4)
- OpenProceedings (4)
- University of Hawaii at Manoa (4)
- Deutsche Gesellschaft für Computer- und Roboterassistierte Chirurgie e. V. (3)
- EuroMed Press (3)
- Universität Konstanz (3)
- Academic Conferences International (2)
- American Marketing Association (2)
- GMDS e.V. (2)
- HTWG Konstanz (2)
- IADIS Press (2)
- IBM Research Division (2)
- International Society for Photogrammetry and Remote Sensing (2)
- Smart Home & Living Baden-Württemberg e.V. (2)
- The Association for Computing Machinery, Inc. (2)
- Academic Conferences International Limited (1)
- American Institute of Physics (1)
- Association for Computing Machinery ACM (1)
- CIDR (1)
- Cambridge University Press (1)
- Copenhagen Business School (1)
- Cuvillier Verlag (1)
- DGMP (1)
- EMAC (1)
- Ed2.0Work (1)
- Elektronikpraxis, Vogel Business Media GmbH & Co. KG (1)
- Elsevier (1)
- Eurographics Association (1)
- German Medical Science Publishing House (1)
- IADIS (1)
- International Association for Development of the Information Society (1)
- Johannes Kepler University Linz (1)
- Lund University (1)
- Morressier (1)
- NextMed (1)
- SISSA (1)
- Shaker Verlag (1)
- The Association for Computing Machinery (1)
- University of Belgrade (1)
- University of Portsmouth (1)
- University of Zagreb Faculty of Organization and Informatics (1)
- Universität Trier (1)
- Universität des Saarlandes (1)
- libreriauniversitaria.it.edizioni (1)
- vwh Verlag Werner Hülsbusch (1)
Menopause is the permanent cessation of menstruation occurring naturally in women's aging. The most frequent symptoms associated with menopausal phases are mucosal dryness, increased weight and body fat, and changes in sleep patterns. Oral symptoms in menopause derived from saliva flow reduction can lead to dry mouth, ulcers, and alterations of taste and swallowing patterns. However, the oral health phenotype of postmenopausal women has not been characterized. The aim of the study was to determine postmenopausal women's oral phenotype, including medical history, lifestyle, and oral assessment through artificial intelligence algorithms. We enrolled 100 postmenopausal women attending the Dental School of the University of Seville were included in the study. We collected an extensive questionnaire, including lifestyle, medication, and medical history. We used an unsupervised k-means algorithm to cluster the data following standard features for data analysis. Our results showed the main oral symptoms in our postmenopausal cohort were reduced salivary flow and periodontal disease. Relying on the classical assessment of the collected data, we might have a biased evaluation of postmenopausal women. Then, we used artificial intelligence analysis to evaluate our data obtaining the main features and providing a reduced feature defining the oral health phenotype. We found 6 clusters with similar features, including medication affecting salivation or smoking as essential features to obtain different phenotypes. Thus, we could obtain main features considering differential oral health phenotypes of postmenopausal women with an integrative approach providing new tools to assess the women in the dental clinic.