10 citations · 12 across the 4 of their papers we have counts for
4 papers
Dementia classification from spontaneous speech using wrapper-based feature selection
Marko Niemelä, Mikaela von Bonsdorff, Sami Äyrämö +1
Dementia encompasses a group of syndromes that impair cognitive functions such as memory, reasoning, and the ability to perform daily activities. As populations globally age, nearl…
Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model
Marko Niemelä, Mikaela von Bonsdorff, Sami Äyrämö +1
Memory disorders are a central factor in the decline of functioning and daily activities in elderly individuals. The confirmation of the illness, initiation of medication to slow i…
Utilizing the International Classification of Functioning, Disability and Health (ICF) in forming a personal health index
Ilkka Rautiainen, Lauri Parviainen, Veera Jakoaho +2
We propose a new model for comprehensively monitoring the health status of individuals by calculating a personal health index. The central framework of the model is the Internation…
Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer
Liisa Petäinen, Juha P. Väyrynen, Pekka Ruusuvuori +3
Tumor-stroma ratio (TSR) is a prognostic factor for many types of solid tumors. In this study, we propose a method for automated estimation of TSR from histopathological images of…