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Mark J. van Gils

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2020 – today

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2024
[j14]
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  - journals/cbm/MorenoSanchezGCVBGM24
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Pedro A. Moreno-Sanchez, Guadalupe García-Isla, Valentina D. A. Corino, Antti Vehkaoja, Kirsten Brukamp, Mark J. van Gils, Luca T. Mainardi:
ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases: A systematic review. Comput. Biol. Medicine 172: 108235 (2024)
[j13]
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Jan David Smeddinck, Rada Hussein, Christopher Bull, Tom Foley, Mark J. van Gils:
Editorial: Supporting sustainable behavior change and empowerment in ubiquitous and learning health systems. Frontiers Digit. Health 6 (2024)
[j12]
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Pedro A. Moreno-Sanchez, Ruben Arroyo-Fernández, Elisabeth Bravo-Esteban, Asunción Ferri-Morales, Mark J. van Gils:
Assessing the relevance of mental health factors in fibromyalgia severity: A data-driven case study using explainable AI. Int. J. Medical Informatics 181: 105280 (2024)
[c12]
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Nabid Faiem, Tunç Asuroglu, Koray Açici, Antti Kallonen, Mark J. van Gils:
Assessment of Parkinson's Disease Severity Using Gait Data: A Deep Learning-Based Multimodal Approach. NCDHWS (2) 2024: 29-48
[e2]
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Mariella Särestöniemi, Pantea Keikhosrokiani, Daljeet Singh, Erkki Harjula, Aleksei Tiulpin, Miia Jansson, Minna Isomursu, Mark J. van Gils, Simo Saarakkala, Jarmo Reponen:
Digital Health and Wireless Solutions - First Nordic Conference, NCDHWS 2024, Oulu, Finland, May 7-8, 2024, Proceedings, Part I. Communications in Computer and Information Science 2083, Springer 2024, ISBN 978-3-031-59079-5 [contents]
[e1]
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Mariella Särestöniemi, Pantea Keikhosrokiani, Daljeet Singh, Erkki Harjula, Aleksei Tiulpin, Miia Jansson, Minna Isomursu, Mark J. van Gils, Simo Saarakkala, Jarmo Reponen:
Digital Health and Wireless Solutions - First Nordic Conference, NCDHWS 2024, Oulu, Finland, May 7-8, 2024, Proceedings, Part II. Communications in Computer and Information Science 2084, Springer 2024, ISBN 978-3-031-59090-0 [contents]
2023
[c11]
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  - conf/mie/LiedesMHAAMLSEU23
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Hilkka Liedes, Elina M. Mattila, Anita Honka, Pilvikki Absetz, Kirsikka Aittola, Suvi Manninen, Niina Lintu, Ursula Schwab, Aino-Maija Eloranta, Adil Umer, Tanja Tilles-Tirkkonen, Reija Männikkö, Ilona Ruotsalainen, Mark J. van Gils, Jaana Lindström, Timo Lakka, Jussi Pihlajamäki, Anna-Leena Vuorinen:
Associations Between Engagement with the BitHabit Digital Lifestyle Intervention and Changes in Type 2 Diabetes Risk Factors. MIE 2023: 1009-1010
2022
[j11]
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  - journals/access/HonkaNSKG22
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Anita M. Honka, Hannu Nieminen, Heidi Similä, Jouni Kaartinen, Mark J. van Gils:
A Comprehensive User Modeling Framework and a Recommender System for Personalizing Well-Being Related Behavior Change Interventions: Development and Evaluation. IEEE Access 10: 116766-116783 (2022)
2021
[j10]
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  - journals/cbm/TohkaG21
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Jussi Tohka, Mark J. van Gils:
Evaluation of machine learning algorithms for health and wellness applications: A tutorial. Comput. Biol. Medicine 132: 104324 (2021)
[c10]
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  - conf/embc/AntikainenCTG21
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Emmi Antikainen, Patrick Cella, Antti Tolonen, Mark J. van Gils:
SPECT Image Features for Early Detection of Parkinson's Disease using Machine Learning Methods. EMBC 2021: 2773-2777
2020
[i4]
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  - journals/corr/abs-2008-13690
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Jussi Tohka, Mark J. van Gils:
Evaluation of machine learning algorithms for Health and Wellness applications: a tutorial. CoRR abs/2008.13690 (2020)

2010 – 2019

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2019
[j9]
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  - journals/midm/LivitckaiaKKGMC19
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Kristina Livitckaia, Vassilis Koutkias, Evangelia Kouidi, Mark J. van Gils, Nikolaos Maglaveras, Ioanna Chouvarda:
"OPTImAL": an ontology for patient adherence modeling in physical activity domain. BMC Medical Informatics Decis. Mak. 19(1): 92:1-92:15 (2019)
[j8]
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Adil Umer, Jussi Mattila, Hilkka Liedes, Juha Koikkalainen, Jyrki Lötjönen, Ari Katila, Janek Frantzen, Virginia F. J. Newcombe, Olli Tenovuo, David K. Menon, Mark J. van Gils:
A Decision Support System for Diagnostics and Treatment Planning in Traumatic Brain Injury. IEEE J. Biomed. Health Informatics 23(3): 1261-1268 (2019)
[i3]
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  - journals/corr/abs-1904-07633
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Oguzhan Gencoglu, Mark J. van Gils, Esin Guldogan, Chamin Morikawa, Mehmet Süzen, Mathias Gruber, Jussi Leinonen, Heikki Huttunen:
HARK Side of Deep Learning - From Grad Student Descent to Automated Machine Learning. CoRR abs/1904.07633 (2019)
[i2]
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Mark J. van Gils:
A Holistic Clinical Decision Support System for Diagnosis of Dementia. ERCIM News 2019(118) (2019)
2017
[j7]
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  - journals/titb/SmitsTCGZBLM17
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Esther J. Smits, Antti J. Tolonen, Luc Cluitmans, Mark J. van Gils, Rutger C. Zietsma, Robbert W. K. Borgemeester, Teus van Laar, Natasha M. Maurits:
Graphical Tasks to Measure Upper Limb Function in Patients With Parkinson's Disease: Validity and Response to Dopaminergic Medication. IEEE J. Biomed. Health Informatics 21(1): 283-289 (2017)
2016
[c9]
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  - conf/phealth/LiedesMLLMTG16
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Hilkka Liedes, Jussi Mattila, Hester F. Lingsma, Jyrki Lötjönen, David K. Menon, Olli Tenovuo, Mark J. van Gils:
Prediction of Outcome after Traumatic Brain Injury: Comparison of Disease State Index and IMPACT Calculator. pHealth 2016: 175-180
2015
[c8]
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  - conf/bibe/TolonenCSGMZ15
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Antti Tolonen, Luc Cluitmans, Esther J. Smits, Mark J. van Gils, Natasha M. Maurits, Rutger C. Zietsma:
Distinguishing Parkinson's disease from other syndromes causing tremor using automatic analysis of writing and drawing tasks. BIBE 2015: 1-4
2013
[c7]
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  - conf/bibe/RunttiFGCHP13
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Hilkka Runtti, Dimitris Filos, Mark J. van Gils, Ioanna Chouvarda, Anita Honka, Juha Pärkkä:
Guided physical exercise of cardiac patients during rehabilitation: Adherence and changes in physiological variables. BIBE 2013: 1-4
[c6]
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Guillermina Guerrero Mora, Juha M. Kortelainen, Elvia Ruth Palacios Hernandez, Anna M. Bianchi, Giulia Tacchino, Mirja Tenhunen, Martín O. Méndez, Mark J. van Gils:
Detection of sleep-disordered breating with Pressure Bed Sensor. EMBC 2013: 1342-1345
2012
[j6]
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  - journals/tbe/KoikkalainenVGLM12
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Juha Koikkalainen, Arho Virkki, Mark J. van Gils, Jyrki Lötjönen, Jussi Mattila:
Design and Application of a Generic Clinical Decision Support System for Multiscale Data. IEEE Trans. Biomed. Eng. 59(1): 234-240 (2012)
2011
[j5]
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  - journals/cmpb/Saren-KoivuniemiYG11
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Tia J. M. Sarén-Koivuniemi, Arvi M. Yli-Hankala, Mark J. van Gils:
Increased variation of the response index of nociception during noxious stimulation in patients during general anaesthesia. Comput. Methods Programs Biomed. 104(2): 154-160 (2011)
[j4]
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Dimitrios Ververidis, Mark J. van Gils, Christina Passath, Jukka Takala, Lukas Brander:
Identification of Adequate Neurally Adjusted Ventilatory Assist (NAVA) During Systematic Increases in the NAVA Level. IEEE Trans. Biomed. Eng. 58(9): 2598-2606 (2011)
[c5]
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  - conf/embc/KostopoulosCKKG11
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Konstantinos Kostopoulos, Ioanna Chouvarda, Vassilis Koutkias, Athina Kokonozi, Mark J. van Gils, Nicos Maglaveras:
An ontology-based framework aiming to support personalized exercise prescription: Application in cardiac rehabilitation. EMBC 2011: 1567-1570
[c4]
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  - conf/embc/HonkaGP11
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Anita M. Honka, Mark J. van Gils, Juha Pärkkä:
A personalized approach for predicting the effect of aerobic exercise on blood pressure using a Fuzzy Inference System. EMBC 2011: 8299-8302
[i1]
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Dimitrios Ververidis, Mark J. van Gils, Christina Passath, Jukka Takala, Lukas Brander:
Automated Estimation of Adequate Unloading with Neurally Adjusted Ventilatory Assist. ERCIM News 2011(87) (2011)
2010
[c3]
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  - conf/eusipco/VerveridisGKL10
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Dimitrios Ververidis, Mark J. van Gils, Juha Koikkalainen, Jyrki Lötjönen:
Feature selection and time regression software: Application on predicting Alzheimer's disease progress. EUSIPCO 2010: 1179-1183

2000 – 2009

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2009
[j3]
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  - journals/titb/ParkkaMMMATSGK09
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Juha Pärkkä, Juho Merilahti, Elina M. Mattila, Esko Malm, Kari Antila, Martti T. Tuomisto, Ari Viljam Saarinen, Mark J. van Gils, Ilkka Korhonen:
Relationship of Psychological and Physiological Variables in Long-Term Self-Monitored Data During Work Ability Rehabilitation Program. IEEE Trans. Inf. Technol. Biomed. 13(2): 141-151 (2009)
2008
[c2]
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  - conf/ph/MerilahtiGPKHHK08
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Juho Merilahti, Mark J. van Gils, Tuula Petäkoski-Hult, Outi Kenttä, Esko Hyvärinen, Jari A. K. Hyttinen, Harri Kailanto:
ECG monitoring of cardiac patients at home: experiences with scenarios and signal processing methods. PervasiveHealth 2008: 281-284
2006
[c1]
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  - conf/embc/ErmesSGVYJ06
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Miikka Ermes, Mika O. K. Särkelä, Mark J. van Gils, Anne Vakkuri, Arvi M. Yli-Hankala, Ville Jäntti:
Method for the Automatic Detection of Epileptiform Waveforms in Sevoflurane-induced Anesthesia EEG. EMBC 2006: 6343-6346
2000
[j2]
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  - journals/cmpb/CarsonGS00
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Ewart R. Carson, Mark J. van Gils, Niilo Saranummi:
Improved monitoring for brain dysfunction in intensive care and surgery: introduction. Comput. Methods Programs Biomed. 63(3): 157-159 (2000)
[j1]
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John Gade, Ilkka Korhonen, Mark J. van Gils, Peter Weller, Leena Pesu:
Technical description of the IBIS Data Library. Comput. Methods Programs Biomed. 63(3): 175-186 (2000)

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