A scalable and transparent data pipeline for AI-enabled health data ecosystems

Autor: Tuncay Namli, Ali Anıl Sınacı, Suat Gönül, Cristina Ruiz Herguido, Patricia Garcia-Canadilla, Adriana Modrego Muñoz, Arnau Valls Esteve, Gökçe Banu Laleci Ertürkmen

Publikováno v: Frontiers in Medicine, Vol 11 (2024)

IntroductionTransparency and traceability are essential for establishing trustworthy artificial intelligence (AI). The lack of transparency in the data preparation process is a significant obstacle in developing reliable AI systems which can lead to

Externí odkaz: https://doaj.org/article/4df59a96395d4753bac99f349c86bd49

Enabling Patient Adherence via Personalised, Just-in Time Adaptive Interventions in ADLIFE Architecture

Autor: Gokce Banu Laleci Erturkmen, Mert Baskaya, Bunyamin Sarigul, Mustafa Yuksel, Tuncay Namli, Suat Gonul, Gokhan Yilmaz, Mert Gencturk, Janika Bloemeke, Theodoros Arvanitis, Roma Maguire, Rachelle Kaye, Esteban De Manuel Keenoy

Publikováno v: Proceedings of the 10th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::fdde9771d3b78a6df1e7a9a01653cc18
https://doi.org/10.1145/3563137.3563151

A Predictive Model-Based Decision Support System for Diabetes Patient Empowerment

Autor: Dietmar, Glachs, Tuncay, Namli, Felix, Strohmeier, Gustavo, Rodríguez Suárez, Michel, Sluis, Javier, Delgado-Lista, Jacob K, Sont, Albert A, de Graaf, Eckhard, Salzsieder, Lutz, Vogt

Publikováno v: Studies in health technology and informatics. 281

The main objective of POWER2DM is to develop and validate a personalized self-management support system (SMSS) for T1 and T2 diabetes patients that combines and integrates i) a decision support system (DSS) based on leading European predictive person

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::962043777b85b92e84840f1cf8dfc106
https://pubmed.ncbi.nlm.nih.gov/34042816

FHIR Driven Self-Management Support System for Diabetes

Autor: Dietmar, Glachs, Tuncay, Namli, Oliver, Jung, Felix, Strohmeier, Manuela, Ploessnig, Gustavo, Rodriguez

Publikováno v: Studies in health technology and informatics. 270

The number of people with diabetes is increasing in every European country and as with all chronic diseases, coping with diabetes is a long-term process. Self-Management and supporting behaviour change are aspects when dealing with diabetes. The POWE

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::959e3785e7a8db21e651be8d0f0cb586
https://pubmed.ncbi.nlm.nih.gov/32570624

Optimization of Just-in-Time Adaptive Interventions Using Reinforcement Learning

Autor: Ismail Hakki Toroslu, Ahmet Cosar, Tuncay Namli, Ali Anil Sinaci, Mert Baskaya, Suat Gönül

Publikováno v: Lecture Notes in Computer Science ISBN: 9783319920573
IEA/AIE
Lecture Notes in Computer Science
Lecture Notes in Computer Science-Recent Trends and Future Technology in Applied Intelligence
Recent Trends and Future Technology in Applied Intelligence-31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Montreal, QC, Canada, June 25-28, 2018, Proceedings

Momentary context data is an important source for intelligent decision making towards personalization of mobile phone notifications. We propose a reinforcement learning based personalized notification delivery algorithm, reasoning over momentary cont

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a9e896d7511b52af0de492bb489dc360
https://doi.org/10.1007/978-3-319-92058-0_32