Development of Machine-Learning Models for Tinnitus-Related Distress Classification Using Wavelet-Transformed Auditory Evoked Potential Signals and Clinical Data

Autor: Koutsouris, Ourania Manta, Michail Sarafidis, Winfried Schlee, Birgit Mazurek, George K. Matsopoulos, Dimitrios D.

Publikováno v: Journal of Clinical Medicine; Volume 12; Issue 11; Pages: 3843

Tinnitus is a highly prevalent condition, affecting more than 1 in 7 adults in the EU and causing negative effects on sufferers’ quality of life. In this study, we utilised data collected within the “UNITI” project, the largest EU tinnitus-rela

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=multidiscipl::d5bec7bedd83a77bc08c86ae7914b87b

Predicting the optimal therapeutic intervention for tinnitus patients using random forest regression: A preliminary study of UNITI's decision support system model

Autor: Konstantinos Bromis, Michail Sarafidis, Ourania Manta, Ioannis Kouris, Eleftheria Vellidou, Winfried Schlee, Dimitrios Koutsouris

Publikováno v: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Tinnitus is the conscious perception of a phantom sound in absence of an external or internal stimulus. More than 1 in 7 adults in the EU experience tinnitus and for a large proportion of them tinnitus is an intrusive, persistent, and disabling condi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::edd6a830518991c005e05f824c5d78f6

Using Big Data to Develop a Clinical Decision Support System for Tinnitus Treatment

Autor: Winfried, Schlee, Berthold, Langguth, Rüdiger, Pryss, Johannes, Allgaier, Lena, Mulansky, Carsten, Vogel, Myra, Spiliopoulou, Miro, Schleicher, Vishnu, Unnikrishnan, Clara, Puga, Ourania, Manta, Michalis, Sarafidis, Ioannis, Kouris, Eleftheria, Vellidou, Dimitris, Koutsouris, Konstantina, Koloutsou, George, Spanoudakis, Christopher, Cederroth, Dimitris, Kikidis

Publikováno v: Current topics in behavioral neurosciences. 51

Tinnitus is a common symptom of a phantom sound perception with a considerable socioeconomic impact. Tinnitus pathophysiology is enigmatic and its significant heterogeneity reflects a wide spectrum of clinical manifestations, severity and annoyance a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::5fd84ef3c71d0cefe09c62e1d9954fea
https://pubmed.ncbi.nlm.nih.gov/33840077

A three-module proposed solution to improve cognitive and social skills of students with attention deficit disorder (ADD) and high functioning autism (HFA)

Autor: Dimitrios Koutsouris, Yiannis Koumpouros, George K. Matsopoulos, Athanasios Anastasiou, Ourania Manta, Thelma Androutsou

Publikováno v: PETRA

Latest technological developments can provide the tools towards a better future for people with special needs. The present paper focuses on Innovative Technological Interventions for Children with Attention Deficit Disorder (ADD) and High Functioning

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a51637ea438bf02f659e2b4da6a09d86
https://doi.org/10.1145/3389189.3398003

The Need of Social Campaigning in Public Health Policy Decision Making

Autor: Giorgos Giotis, Nikos Dimakopoulos, Ourania Manta, Dimitrios Koutsouris, Panagiotis Katrakazas, Efstratios Tzoannos

Publikováno v: SERVICES

Social media can be used as a methodology for reducing the knowledge translation gap as a means of reaching wide audiences and influence governments as far as their policy making is concerned. However, its impact on health policy is seldom considered

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::dce7ec971d6799b01e400c384e3f5303
https://doi.org/10.1109/services.2019.00081