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Evaluation of machine learning algorithms for health and wellness applications: A tutorial

Computers in biology and medicine, 2021-05, Vol.132, p.104324-104324, Article 104324

2021

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Digital Health and Wireless Solutions: First Nordic Conference, NCDHWS 2024, Oulu, Finland, May 7–8, 2024, Proceedings, Part I

2024

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Digital Health and Wireless Solutions: First Nordic Conference, NCDHWS 2024, Oulu, Finland, May 7–8, 2024, Proceedings, Part II

2024

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A Comprehensive User Modeling Framework and a Recommender System for Personalizing Well-Being Related Behavior Change Interventions: Development and Evaluation

IEEE access, 2022, Vol.10, p.1-1

2022

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Impact of a Clinical Decision Support Tool on Dementia Diagnostics in Memory Clinics: The PredictND Validation Study

Current Alzheimer research, 2019-01, Vol.16 (2), p.91-101

2019

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Detecting Amyloid Positivity in Elderly With Increased Risk of Cognitive Decline

Frontiers in aging neuroscience, 2020-07, Vol.12, p.228-228

2020

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Interleukin 10 and Heart Fatty Acid-Binding Protein as Early Outcome Predictors in Patients With Traumatic Brain Injury

Frontiers in neurology, 2020-06, Vol.11, p.376-376

2020

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Spectral Entropy as a Measure of Hypnosis and Hypnotic Drug Effect of Total Intravenous Anesthesia in Children during Slow Induction and Maintenance

Anesthesiology (Philadelphia), 2012-02, Vol.116 (2), p.340-351

2012

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Pharmacogenetics of Bleeding and Thromboembolic Events in Direct Oral Anticoagulant Users

Clinical pharmacology and therapeutics, 2021-09, Vol.110 (3), p.768-776

2021

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Piloting a Smart Rollator: User experiences with technology-related motivation and physical activity

Gerontechnology, 2021, Vol.20 (2), p.1-10

2021

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Correlation of Blood Biomarkers and Biomarker Panels with Traumatic Findings on Computed Tomography after Traumatic Brain Injury

Journal of neurotrauma, 2019-07, Vol.36 (14), p.2178-2189

2019

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Transformers for cardiac patient mortality risk prediction from heterogeneous electronic health records

Scientific reports, 2023-03, Vol.13 (1), p.3517-3517, Article 3517

2023

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Multilevel modelling for decision support in hypertrophic cardiomyopathy in the SMASH-HCM project

Finnish Journal of eHealth and eWelfare, 2024-05, Vol.16 (2)

2024

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Automatic MRI Quantifying Methods in Behavioral-Variant Frontotemporal Dementia Diagnosis

Dementia and geriatric cognitive disorders extra, 2018-01, Vol.8 (1), p.51-59

2018

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Use of home telemonitoring to support multidisciplinary care of heart failure patients in Finland: randomized controlled trial

Journal of medical Internet research, 2014-12, Vol.16 (12), p.e282-e282

2014

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CYP3A422 may increase bleeding risk in ticagrelor users

Basic & clinical pharmacology & toxicology, 2023-08, Vol.133 (2), p.202-207

2023

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Standardized handwriting to assess bradykinesia, micrographia and tremor in Parkinson's disease

PloS one, 2014-05, Vol.9 (5), p.e97614-e97614

2014

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Telemonitoring and Mobile Phone-Based Health Coaching Among Finnish Diabetic and Heart Disease Patients: Randomized Controlled Trial

Journal of medical Internet research, 2015-06, Vol.17 (6), p.e153-e153

2015

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ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases: A systematic review

Computers in biology and medicine, 2024-04, Vol.172, p.108235-108235, Article 108235

2024

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Early Levels of Glial Fibrillary Acidic Protein and Neurofilament Light Protein in Predicting the Outcome of Mild Traumatic Brain Injury

Journal of neurotrauma, 2019-05, Vol.36 (10), p.1551-1560

2019

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Quantification of Epileptiform Electroencephalographic Activity during Sevoflurane Mask Induction

Anesthesiology (Philadelphia), 2007-12, Vol.107 (6), p.928-938

2007

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A Decision Support System for Diagnostics and Treatment Planning in Traumatic Brain Injury

IEEE journal of biomedical and health informatics, 2019-05, Vol.23 (3), p.1261-1268

2019

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The Levels of Glial Fibrillary Acidic Protein and Ubiquitin C-Terminal Hydrolase-L1 During the First Week After a Traumatic Brain Injury: Correlations With Clinical and Imaging Findings

Neurosurgery, 2016-09, Vol.79 (3), p.456-464

2016

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Spectral entropy as a measure of hypnosis in children

Anesthesiology (Philadelphia), 2006-04, Vol.104 (4), p.708-717

2006

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Digitally Supported Lifestyle Intervention to Prevent Type 2 Diabetes Through Healthy Habits: Secondary Analysis of Long-Term User Engagement Trajectories in a Randomized Controlled Trial

Journal of medical Internet research, 2022-02, Vol.24 (2), p.e31530

2022

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Evaluation of machine learning algorithms for health and wellness applications: A tutorial

Digital Health and Wireless Solutions: First Nordic Conference, NCDHWS 2024, Oulu, Finland, May 7–8, 2024, Proceedings, Part I

Digital Health and Wireless Solutions: First Nordic Conference, NCDHWS 2024, Oulu, Finland, May 7–8, 2024, Proceedings, Part II

A Comprehensive User Modeling Framework and a Recommender System for Personalizing Well-Being Related Behavior Change Interventions: Development and Evaluation

Impact of a Clinical Decision Support Tool on Dementia Diagnostics in Memory Clinics: The PredictND Validation Study

Detecting Amyloid Positivity in Elderly With Increased Risk of Cognitive Decline

Interleukin 10 and Heart Fatty Acid-Binding Protein as Early Outcome Predictors in Patients With Traumatic Brain Injury

Spectral Entropy as a Measure of Hypnosis and Hypnotic Drug Effect of Total Intravenous Anesthesia in Children during Slow Induction and Maintenance

Pharmacogenetics of Bleeding and Thromboembolic Events in Direct Oral Anticoagulant Users

Piloting a Smart Rollator: User experiences with technology-related motivation and physical activity

Correlation of Blood Biomarkers and Biomarker Panels with Traumatic Findings on Computed Tomography after Traumatic Brain Injury

Transformers for cardiac patient mortality risk prediction from heterogeneous electronic health records

Multilevel modelling for decision support in hypertrophic cardiomyopathy in the SMASH-HCM project

Automatic MRI Quantifying Methods in Behavioral-Variant Frontotemporal Dementia Diagnosis

Use of home telemonitoring to support multidisciplinary care of heart failure patients in Finland: randomized controlled trial

CYP3A422 may increase bleeding risk in ticagrelor users

Standardized handwriting to assess bradykinesia, micrographia and tremor in Parkinson's disease

Telemonitoring and Mobile Phone-Based Health Coaching Among Finnish Diabetic and Heart Disease Patients: Randomized Controlled Trial

ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases: A systematic review

Early Levels of Glial Fibrillary Acidic Protein and Neurofilament Light Protein in Predicting the Outcome of Mild Traumatic Brain Injury

Quantification of Epileptiform Electroencephalographic Activity during Sevoflurane Mask Induction

A Decision Support System for Diagnostics and Treatment Planning in Traumatic Brain Injury

The Levels of Glial Fibrillary Acidic Protein and Ubiquitin C-Terminal Hydrolase-L1 During the First Week After a Traumatic Brain Injury: Correlations With Clinical and Imaging Findings

Spectral entropy as a measure of hypnosis in children

Digitally Supported Lifestyle Intervention to Prevent Type 2 Diabetes Through Healthy Habits: Secondary Analysis of Long-Term User Engagement Trajectories in a Randomized Controlled Trial

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