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mhealth platform for Parkinson’s disease management

Deliverables

Non Motor Symptoms monitoring

Non Motor Symptoms monitoring (Report + Software)

Gamification of Physiotherapy

Gamification of Physiotherapy (Report + Software)

Educational Gallery

Educational Gallery (Report + Software)

Knowledge MGT platform

Knowledge MGT platform (Report and software)

PD_manager application

PD_manager application (Report and Software)

PD Nutrition study

PD Nutrition study (Report + Software)

State of the art

Α state of the art analysis for the different tasks, as well as a detailed plan of activities for each task

Intermediate report on dissemination activities

Intermediate report on dissemination activities

Dissemination plan

The communication activities will be detailed, the Data Management Plan will be drafted and the list of events and publications will be updated

Final report on dissemination activities

Final report on dissemination activities

Data Management Plan

Final version of Data Management Plan

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Publications

Telerehabilitation of upper extremities with target based games for persons with Parkinson's disease

Author(s): Imre Cikajlo, Alma Hukic, Irena Dolinsek, Dejana Zajc, Mateja Vesel, Tatjana Krizmanic, Karmen Peterlin Potisk, Bojan Blazica, Anton Biasizzo, Franc Novak
Published in: 2017 International Conference on Virtual Rehabilitation (ICVR), 2017, Page(s) 1-2
DOI: 10.1109/ICVR.2017.8007466

Predicting rapid progression of Parkinson's Disease at baseline patients evaluation

Author(s): Kostas M. Tsiouris, Georgios Rigas, Dimitrios Gatsios, Angelo Antonini, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
Published in: 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, Page(s) 3898-3901
DOI: 10.1109/EMBC.2017.8037708

Precise hand movement telerehabilitation with virtual cubes for patients with Parkinson's disease

Author(s): Imre Cikajlo, Dejana Zajc, Irena Dolinšek, Tatjana Krizmanič, Alma Hukić, Mateja Vesel, Karmen Peterlin Potisk
Published in: Proceedings of the 4th Workshop on ICTs for improving Patients Rehabilitation Research Techniques - REHAB '16, 2016, Page(s) 17-20
DOI: 10.1145/3051488.3051493

Multi-view Approach to Parkinson’s Disease Quality of Life Data Analysis

Author(s): Anita Valmarska, Dragana Miljkovic, Marko Robnik-Šikonja, Nada Lavrač
Published in: New Frontiers in Mining Complex Patterns, 2017, Page(s) 163-178
DOI: 10.1007/978-3-319-61461-8_11

A State-Transition Decision Support Model for Medication Change of Parkinson's Disease Patients

Author(s): Biljana Mileva Boshkoska, Dragana Miljković, Anita Valmarska, Dimitris Gatsios, George Rigas, Spiros Konitsiotis, Kostas M. Tsiouris, Dimitrios Fotiadis, Marko Bohanec
Published in: Proceedings of the 20th International Multiconference INFORMATION SOCIETY – IS 2017 Volume A, 2017, Page(s) 63-66

Monitoring of motor and non-motor symptoms of Parkinson's disease through a mHealth platform

Author(s): Jorge Cancela, Samanta Villanueva Mascato, Dimitrios Gatsios, George Rigas, Andrea Marcante, Giovanni Gentile, Roberta Biundo, Manuela Giglio, Maria Chondrogiorgi, Robert Vilzmann, Spyros Konitsiotis, Angelo Antonini, Maria T. Arredondo, Dimitrios I. Fotiadis
Published in: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Page(s) 663-666
DOI: 10.1109/EMBC.2016.7590789

Combining Multitask Learning and Short Time Series Analysis in Parkinson’s Disease Patients Stratification

Author(s): Anita Valmarska, Dragana Miljkovic, Spiros Konitsiotis, Dimitris Gatsios, Nada Lavrač, Marko Robnik-Šikonja
Published in: Artificial Intelligence in Medicine, 2017, Page(s) 116-125
DOI: 10.1007/978-3-319-59758-4_13

Design and Development of a Mobile Application to Explore Cognitive Skills in Parkinson’s Disease Patientsv

Author(s): Jorge Cancela, Samanta Villanueva Mascato, Giovanni Gentile, Manuela Giglio, Roberta Biundo, Maria Teresa Arredondo Waldmeyer, Angelo Antonini
Published in: XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016, 2016, Page(s) 1150-1155
DOI: 10.1007/978-3-319-32703-7_224

Designing visual interface for nutrition tracking of patients with Parkinson’s disease

Author(s): Peter Novak, Barbara Koroušić Seljak, Franc Novak
Published in: Proceedings of the 19th International Multiconference INFORMATION SOCIETY - IS 2016 Volume E, 2016

3D serious games for Parkinson’s disease management

Author(s): Bojan Blažica, Franc Novak, Anton Biasizzo, Ciril Bohak
Published in: Proceedings of the 19th International Multiconference INFORMATION SOCIETY - IS 2016 Volume E, 2016

Tremor UPDRS estimation in home environment

Author(s): George Rigas, Dimitris Gatsios, Dimitrios I. Fotiadis, Maria Chondrogiorgi, Christos Tsironis, Spyridon Konitsiotis, Giovanni Gentile, Andrea Marcante, Angelo Antonini
Published in: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Page(s) 3642-3645
DOI: 10.1109/EMBC.2016.7591517

A decision support system based on rapid progression rules to enhance baseline evaluation of Parkinson's disease patients

Author(s): Kostas M. Tsiouris, Dimitrios Gatsios, Georgios Rigas, Spiros Konitsiotis, Angelo Antonini, Dimitrios I. Fotiadis
Published in: 2018

"Decision support systems for Parkinson's disease: State of the art and the ""PD_manager"" approach"

Author(s): Marko Bohanec
Published in: Proceedings of the 18th International Conference Information Society IS 2015, Issue Volume A, 2015, Page(s) 9-12

Mhealth platform for Parkinson's disease management

Author(s): GATSIOS, Dimitros, RIGAS, George, MILJKOVIĆ, Dragana, KOROUŠIĆ-SELJAK, Barbara, BOHANEC, Marko, ARREDONDO, María Soledad, ANTONINI, Angelo, KONITSIOTIS, Spyros, FOTIADIS, Dimitrios I.
Published in: CBHI 2016, 18th International Conference on Biomedicine and Health Informatics, 2016

Can suitable candidates for levodopa/carbidopa intestinal gel therapy be identified using current evidence?

Author(s): Maria José Catalán, Angelo Antonini, Matilde Calopa, Ovidiu Băjenaru, Oriol de Fábregues, Adolfo Mínguez-Castellanos, Per Odin, José Manuel García-Moreno, Stephen W. Pedersen, Zvezdan Pirtošek, Jaime Kulisevsky
Published in: eNeurologicalSci, Issue 8, 2017, Page(s) 44-53, ISSN 2405-6502
DOI: 10.1016/j.ensci.2017.06.004

Motor outcomes in patients with advanced Parkinson’s disease treated with levodopa/carbidopa intestinal gel in Italy: an interim analysis from the GREENFIELD observational study

Author(s): Leonardo Lopiano, Nicola Modugno, Pietro Marano, Mariachiara Sensi, Giuseppe Meco, Antonino Cannas, Graziano Gusmaroli, Filippo Tamma, Francesca Mancini, Rocco Quatrale, Anna Maria Costanzo, Giuliana Gualberti, Gabriella Melzi, Umberto di Luzio Paparatti, Angelo Antonini
Published in: Neurological Sciences, Issue 37/11, 2016, Page(s) 1785-1792, ISSN 1590-1874
DOI: 10.1007/s10072-016-2664-0

NutriNet: A Deep Learning Food and Drink Image Recognition System for Dietary Assessment

Author(s): Simon Mezgec, Barbara Koroušić Seljak
Published in: Nutrients, Issue 9/7, 2017, Page(s) 657, ISSN 2072-6643
DOI: 10.3390/nu9070657

PD_Manager: an mHealth platform for Parkinson's disease patient management

Author(s): Kostas M. Tsiouris, Dimitrios Gatsios, George Rigas, Dragana Miljkovic, Barbara Koroušić Seljak, Marko Bohanec, Maria T. Arredondo, Angelo Antonini, Spyros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
Published in: Healthcare Technology Letters, Issue 4/3, 2017, Page(s) 102-108, ISSN 2053-3713
DOI: 10.1049/htl.2017.0007

“Gunslinger’s gait”: a new cause of unilaterally reduced arm swing

Author(s): Rui Araújo, Joaquim J Ferreira, Angelo Antonini, Bastiaan R Bloem
Published in: BMJ, 2015, Page(s) h6141, ISSN 1756-1833
DOI: 10.1136/bmj.h6141

A decision support system for Parkinson disease management: expert models for suggesting medication change

Author(s): Marko Bohanec, Dragana Miljković, Anita Valmarska, Biljana Mileva Boshkoska, Elisabetta Gasparoli, Giovanni Gentile, Konstantinos Koutsikos, Andrea Marcante, Angelo Antonini, Dimitrios Gatsios, George Rigas, Dimitrios I. Fotiadis, Kostas M. Tsiouris, Spiros Konitsiotis
Published in: Journal of Decision Systems, 2018, Page(s) 1-9, ISSN 1246-0125
DOI: 10.1080/12460125.2018.1469320

Analysis of medications change in Parkinson’s disease progression data

Author(s): Anita Valmarska, Dragana Miljkovic, Nada Lavrač, Marko Robnik-Šikonja
Published in: Journal of Intelligent Information Systems, 2018, ISSN 0925-9902
DOI: 10.1007/s10844-018-0502-y

Symptoms and medications change patterns for Parkinson's disease patients stratification

Author(s): Anita Valmarska, Dragana Miljkovic, Spiros Konitsiotis, Dimitris Gatsios, Nada Lavrač, Marko Robnik-Šikonja
Published in: Artificial Intelligence in Medicine, 2018, ISSN 0933-3657
DOI: 10.1016/j.artmed.2018.04.010

Using the Analytic Hierarchy Process (AHP) to understand the most important factors to design and evaluate a telehealth system for Parkinson's disease

Author(s): Jorge Cancela, Giuseppe Fico, Maria T Arredondo Waldmeyer
Published in: BMC Medical Informatics and Decision Making, Issue 15/Suppl 3, 2015, Page(s) S7, ISSN 1472-6947
DOI: 10.1186/1472-6947-15-S3-S7

Machine Learning and Data Mining Methods for Managing Parkinson’s Disease

Author(s): Dragana Miljkovic, Darko Aleksovski, Vid Podpečan, Nada Lavrač, Bernd Malle, Andreas Holzinger
Published in: Machine Learning for Health Informatics, 2016, Page(s) 209-220
DOI: 10.1007/978-3-319-50478-0_10

Trends and New Advances on Wearable and Mobile Technologies for Parkinson's Disease Monitoring and Assessment of Motor Symptoms: - How New Technologies Can Support Parkinson's Disease

Author(s): Jorge Cancela, Matteo Pastorino, Maria Teresa Arredondo Waldmeyer
Published in: Handbook of Research on Trends in the Diagnosis and Treatment of Chronic Conditions, 2016, Page(s) 494-517
DOI: 10.4018/978-1-4666-8828-5.ch023

A mobile monitoring tool for the automatic activity recognition and its application for Parkinson’s disease rehabilitation

Author(s): J. Cancela, M. Pastorino, E. Moreno, M. T. Arredondo Waldmeyer
Published in: World Congress on Medical Physics and Biomedical Engineering, June 7-12, 2015, Toronto, Canada, 2015, Page(s) 1457-1460
DOI: 10.1007/978-3-319-19387-8_355

Descriptive Data Mining for Parkinson's Disease Data Analysis

Author(s): Anita Valmarska
Published in: 2018

Using the virtual reality in occupational therapy in patient with Parkinsonʼs disease - case report

Author(s): HUKIĆ Alma, ZAJC, Dejana, CIKAJLO Imre
Published in: Delovna terapija pomaga ljudem živeti na svoj način : zbornik z recenzijo, 2016, Page(s) 16-22