90 citations
- University of TurkuFI4 papers
- Turku PET CentreFI2 papers
- Aalto UniversityFI1 paper
- Agostino Gemelli University PolyclinicIT1 paper
- Brno University of TechnologyCZ1 paper
- Centre de Recherche en Informatique, Signal et Automatique de LilleFR1 paper
- Centre Hospitalier d'ArrasFR1 paper
- Centre Hospitalier de ValenciennesFR1 paper
- Centre Hospitalier Universitaire de LilleFR1 paper
- Centre Hospitalier Universitaire de MontpellierFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- École Centrale de LilleFR1 paper
8 papers
Quantitative evaluation of unsupervised clustering algorithms for dynamic total-body PET image analysis
Oona Rainio, Maria K. Jaakkola, Riku Klén
Background. Recently, dynamic total-body positron emission tomography (PET) imaging has become possible due to new scanner devices. While clustering algorithms have been proposed f…
AI for the prediction of early stages of Alzheimer's disease from neuroimaging biomarkers -- A narrative review of a growing field
Thorsten Rudroff, Oona Rainio, Riku Klén
Objectives: The objectives of this narrative review are to summarize the current state of AI applications in neuroimaging for early Alzheimer's disease (AD) prediction and to highl…
Supporting Management of Gestational Diabetes with Comprehensive Self-Tracking: Mixed-Method Study of Wearable Sensors
Mikko Kytö, Saila Koivusalo, Heli Tuomonen +5
Gestational diabetes (GDM) poses a growing health risk to both pregnant women and their offspring. While telehealth interventions for GDM management have proven effective, they hav…
Development and validation of an interpretable machine learning-based calculator for predicting 5-year weight trajectories after bariatric surgery: a multinational retrospective cohort SOPHIA study
Patrick Saux, Pierre Bauvin, Violeta Raverdy +31
Background Weight loss trajectories after bariatric surgery vary widely between individuals, and predicting weight loss before the operation remains challenging. We aimed to develo…
Full feature selection for estimating KAP radiation dose in coronary angiographies and percutaneous coronary interventions
Visa Suomi, Jukka Järvinen, Tuomas Kiviniemi +2
In interventional cardiology (IC) the radiation dose variation is very significant, and its estimation has been difficult due to the complexity of the treatments. In order to tackl…
High-intensity focused ultrasound therapy in the uterine fibroid: a clinical case study of poor heating efficacy
Visa Suomi, Antti Viitala, Teija Sainio +2
A clinical case study of high-intensity focused ultrasound (HIFU) treatment in the uterine fibroid was conducted. During the therapy, poor heating efficacy was observed which could…