Search Results - "Vabalas, Andrius"

Machine learning algorithm validation with a limited sample size by Vabalas, Andrius, Gowen, Emma, Poliakoff, Ellen, Casson, Alexander J

“…Advances in neuroimaging, genomic, motion tracking, eye-tracking and many other technology-based data collection methods have led to a torrent of high…”
Get full text

Applying Machine Learning to Kinematic and Eye Movement Features of a Movement Imitation Task to Predict Autism Diagnosis by Vabalas, Andrius, Gowen, Emma, Poliakoff, Ellen, Casson, Alexander J.

“…Autism is a developmental condition currently identified by experts using observation, interview, and questionnaire techniques and primarily assessing social…”
Get full text

Brief Report: Patterns of Eye Movements in Face to Face Conversation are Associated with Autistic Traits: Evidence from a Student Sample by Vabalas, Andrius, Freeth, Megan

“…The current study investigated whether the amount of autistic traits shown by an individual is associated with viewing behaviour during a face-to-face…”
Get full text

A deep learning model accurately predicts 1-year mortality but at the risk of unfairness

“…A deep learning model accurately predicts 1-year mortality for the entire Finnish population. Despite robust performance and potential as a digital marker of…”
Get full text

Instructions to attend to an observed action increase imitation in autistic adults by Gowen, Emma, Vabalas, Andrius, Casson, Alexander J, Poliakoff, Ellen

“…This study investigated whether reduced visual attention to an observed action might account for altered imitation in autistic adults. A total of 22 autistic…”
Get full text

Designing and Implementing Robust Machine Learning to Characterise Motor and Imitation Ability in Autistic Adults by Vabalas, Andrius

“…Background and Objectives: Autism is a developmental condition currently identified by experts using observation, interview, and questionnaire techniques and…”
Get full text

Nationwide health, socio-economic and genetic predictors of COVID-19 vaccination status in Finland by Hartonen, Tuomo, Jermy, Bradley, Sõnajalg, Hanna, Vartiainen, Pekka, Krebs, Kristi, Vabalas, Andrius, Leino, Tuija, Nohynek, Hanna, Sivelä, Jonas, Mägi, Reedik, Daly, Mark, Ollila, Hanna M., Milani, Lili, Perola, Markus, Ripatti, Samuli, Ganna, Andrea

“…Understanding factors associated with COVID-19 vaccination can highlight issues in public health systems. Using machine learning, we considered the effects of…”
Get full text

Deep learning-based prediction of one-year mortality in Finland is an accurate but unfair aging marker by Vabalas, Andrius, Hartonen, Tuomo, Vartiainen, Pekka, Jukarainen, Sakari, Viippola, Essi, Rodosthenous, Rodosthenis S, Liu, Aoxing, Hägg, Sara, Perola, Markus, Ganna, Andrea

“…Short-term mortality risk, which is indicative of individual frailty, serves as a marker for aging. Previous age clocks focused on predicting either…”
Get full text

Risk factors for severe respiratory syncytial virus infection during the first year of life: development and validation of a clinical prediction model by Vartiainen, Pekka, Jukarainen, Sakari, Rhedin, Samuel Arthur, Prinz, Alexandra, Hartonen, Tuomo, Vabalas, Andrius, Viippola, Essi, Rodosthenous, Rodosthenis S, Koskelainen, Sara, Liu, Aoxing, Lundholm, Cecilia, Smew, Awad I, Osvald, Emma Caffrey, Helle, Emmi, Perola, Markus, Almqvist, Catarina, Heinonen, Santtu, Ganna, Andrea

“…Novel immunisation methods against respiratory syncytial virus (RSV) are emerging, but knowledge of risk factors for severe RSV disease is insufficient for…”
Get full text

Kinematic features of a simple and short movement task to predict autism diagnosis by Vabalas, Andrius, Gowen, Emma, Poliakoff, Ellen, Casson, Alexander J.

“…Autism is a developmental condition primarily identified by social and communication deficits. However, over 70% of autistic individuals also show motor…”
Get full text