Mevludin Memedi
Position: Senior Lecturer School/office: Örebro University School of BusinessEmail: bWV2bHVkaW4ubWVtZWRpO29ydS5zZQ==
Phone: +46 19 303478
Room: N4041
About Mevludin Memedi
* On leave of absence
Mevludin Memedi is an Associate Professor (Docent) in Informatics at Business School, Örebro University.
Teaching
Mevludin Memedi mainly teaches courses on quantitative research methods, programming, database systems, and information security in Bachelor and Master levels.
Research
His research deals with information systems within the healthcare sector, with a special focus on leveraging Artificial Intelligence and machine learning in managing chronic health conditions.
Research projects
Active projects
Publications
Articles in journals
- Thangavel, G. , Memedi, M. & Hedström, K. (2024). Information and Communication Technology for Managing Social Isolation and Loneliness Among People Living With Parkinson Disease: Qualitative Study of Barriers and Facilitators. Journal of Medical Internet Research, 26. [BibTeX]
- Karni, L. , Jusufi, I. , Nyholm, D. , Klein, G. O. & Memedi, M. (2022). Toward Improved Treatment and Empowerment of Individuals With Parkinson Disease: Design and Evaluation of an Internet of Things System. JMIR Formative Research, 6 (6). [BibTeX]
- Aghanavesi, S. , Westin, J. , Bergquist, F. , Nyholm, D. , Askmark, H. , Aquilonius, S. M. , Constantinescu, R. , Medvedev, A. & et al. (2020). A multiple motion sensors index for motor state quantification in Parkinson's disease. Computer Methods and Programs in Biomedicine, 189. [BibTeX]
- Aghanavesi, S. , Bergquist, F. , Nyholm, D. , Senek, M. & Memedi, M. (2020). Motion sensor-based assessment of Parkinson's disease motor symptoms during leg agility tests: results from levodopa challenge. IEEE journal of biomedical and health informatics, 24 (1), 111-118. [BibTeX]
- Johansson, D. , Thomas, I. , Ericsson, A. , Johansson, A. , Medvedev, A. , Memedi, M. , Nyholm, D. , Ohlsson, F. & et al. (2019). Evaluation of a sensor algorithm for motor state rating in Parkinson's disease. Parkinsonism & Related Disorders, 64, 112-117. [BibTeX]
- Thomas, I. , Alam, M. , Bergquist, F. , Johansson, D. , Memedi, M. , Nyholm, D. & Westin, J. (2019). Sensor-based algorithmic dosing suggestions for oral administration of levodopa/carbidopa microtablets for Parkinson’s disease: a first experience. Journal of Neurology, 266 (3), 651-658. [BibTeX]
- Thomas, I. , Memedi, M. , Westin, J. & Nyholm, D. (2019). The effect of continuous levodopa treatment during the afternoon hours. Acta Neurologica Scandinavica, 139 (1), 70-75. [BibTeX]
- Thomas, I. , Westin, J. , Alam, M. , Bergquist, F. , Nyholm, D. , Senek, M. & Memedi, M. (2018). A treatment–response index from wearable sensors for quantifying Parkinson's disease motor states. IEEE journal of biomedical and health informatics, 22 (5), 1341-1349. [BibTeX]
- Memedi, M. , Tshering, G. , Fogelberg, M. , Jusufi, I. , Kolkowska, E. & Klein, G. O. (2018). An interface for IoT: feeding back health-related data to Parkinson's disease patients. Journal of Sensor and Actuator Networks, 7 (1). [BibTeX]
- Aghanavesi, S. , Nyholm, D. , Senek, M. , Bergquist, F. & Memedi, M. (2017). A smartphone-based system to quantify dexterity in Parkinson's disease patients. Informatics in Medicine Unlocked, 9, 11-17. [BibTeX]
- Sadikov, A. , Groznik, V. , Možina, M. , Žabkar, J. , Nyholm, D. , Memedi, M. & Georgiev, D. (2017). Feasibility of spirography features for objective assessment of motor function in Parkinson's disease. Artificial Intelligence in Medicine, 81, 54-62. [BibTeX]
- Senek, M. , Aquilonius, S. , Askmark, H. , Bergquist, F. , Constantinescu, R. , Ericsson, A. , Lycke, S. , Medvedev, A. & et al. (2017). Levodopa/carbidopa microtablets in Parkinson's disease: a study of pharmacokinetics and blinded motor assessment. European Journal of Clinical Pharmacology, 73 (5), 563-571. [BibTeX]
- Aghanavesi, S. , Memedi, M. , Dougherty, M. , Nyholm, D. & Westin, J. (2017). Verification of a Method for Measuring Parkinson’s Disease Related Temporal Irregularity in Spiral Drawings. Sensors, 17 (10). [BibTeX]
- Memedi, M. , Sadikov, A. , Groznik, V. , Zabkar, J. , Mozina, M. , Bergquist, F. , Johansson, A. , Haubenberger, D. & et al. (2015). Automatic Spiral Analysis for Objective Assessment of Motor Symptoms in Parkinson’s Disease. Sensors, 15 (9), 23727-23744. [BibTeX]
- Memedi, M. , Nyholm, D. , Johansson, A. , Pålhagen, S. , Willows, T. , Widner, H. , Linder, J. & Westin, J. (2015). Validity and Responsiveness of At-Home Touch Screen Assessments in Advanced Parkinson's Disease. IEEE journal of biomedical and health informatics, 19 (6), 1829-1834. [BibTeX]
- Memedi, M. (2014). A mobile-based system can assess Parkinson's disease symptoms from home environments of patients. Neurologi i Sverige (3), 24-28. [BibTeX]
- Memedi, M. , Khan, T. , Grenholm, P. , Nyholm, D. & Westin, J. (2013). Automatic and objective assessment of alternating tapping performance in parkinson’s disease. Sensors, 13 (12), 16965-16984. [BibTeX]
- Memedi, M. , Westin, J. & Nyholm, D. (2013). Spiral drawing during self-rated dyskinesia is more impaired than during self-rated off. Parkinsonism & Related Disorders, 19 (5), 553-556. [BibTeX]
- Westin, J. , Schiavella, M. , Memedi, M. , Nyholm, D. , Dougherty, M. & Antonini, A. (2012). Validation of a home environment test battery for supporting assessments in advanced Parkinson’s disease. Neurological Sciences, 33 (4), 831-838. [BibTeX]
- Memedi, M. , Westin, J. , Nyholm, D. , Dougherty, M. & Groth, T. (2011). A web application for follow-up of results from a mobile device test battery for Parkinson's disease patients. Computer Methods and Programs in Biomedicine, 104 (2), 219-226. [BibTeX]
- Westin, J. , Ghiamati, S. , Memedi, M. , Nyholm, D. , Johansson, A. , Dougherty, M. & Groth, T. (2010). A new computer method for assessing drawing impairment in Parkinson's disease. Journal of Neuroscience Methods, 190 (1), 143-148. [BibTeX]
Articles, reviews/surveys
- Thangavel, G. , Memedi, M. & Hedström, K. (2022). Customized Information and Communication Technology for Reducing Social Isolation and Loneliness Among Older Adults: Scoping Review. JMIR Mental Health, 9 (3). [BibTeX]
- Karni, L. , Dalal, K. , Memedi, M. , Kalra, D. & Klein, G. O. (2020). Information and Communications Technology-Based Interventions Targeting Patient Empowerment: Framework Development. Journal of Medical Internet Research, 22 (8). [BibTeX]
Conference papers
- Thangavel, G. , Memedi, M. , Moll, J. & Hedström, K. (2023). Management of social isolation and loneliness in Parkinson’s disease: Design principles. In: ICIS 2023 Proceedings. Paper presented at 2023 International Conference on Information Systems (ICIS 2023), Hyderabad, India, December 10-13, 2023. AIS eLibrary. [BibTeX]
- Memedi, M. , Miclescu, A. , Katila, L. , Claesson, M. , Essermark, M. , Holm, P. , Klein, G. O. , Spira, J. & et al. (2022). Sensor-based Measurement of Nociceptive Pain: An Exploratory Study with Healthy Subjects. In: Hadas Lewy; Refael Barkan, Pervasive Computing Technologies for Healthcare 15th EAI International Conference, Pervasive Health 2021, Virtual Event, December 6-8, 2021, Proceedings. Paper presented at 15th EAI International Conference on Pervasive Computing Technologies for Healthcare (EAI PervasiveHealth 2021), (Virtual conference), December 6-8, 2021. (pp. 88-95). Springer. [BibTeX]
- Memedi, M. & Aghanavesi, S. (2020). A partial least-squares regression model to measure Parkinson’s disease motor states using smartphone data. In: Proceedings of the 53rd Hawaii International Conference on System Sciences | 2020. Paper presented at HICSS 53, Grand Wailea, Maui, January 7-10, 2020. (pp. 1056-1062). Maui, Hawaii: HCSS. [BibTeX]
- Memedi, M. , Aghanavesi, S. , Bergquist, F. , Nyholm, D. & Senek, M. (2019). A multimodal sensor fusion platform for objective assessment of motor states in Parkinson's disease. In: IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI 19). Paper presented at IEEE Conference on Biomedical and Health Informatics 2019, Chicago, IL, USA, 19-22 May, 2019. [BibTeX]
- Thangavel, G. , Memedi, M. & Hedström, K. (2019). A systematic review of Social Internet of Things: concepts and application areas. In: Americas Conference on Information Systems 2019. Paper presented at 25th Americas Conference on Information Systems (AMCIS 2019), Cancún, Mexico, August 15-17, 2019. Association for Information Systems. [BibTeX]
- Karni, L. , Memedi, M. & Klein, G. O. (2019). Targeting Patient Empowerment via ICT interventions: An ICT-specific Analytical Framework. In: AMCIS 2019 Proceedings. Paper presented at 25th Americas Conference on Information Systems (AMCIS 2019), Cancun, Mexico, August 15-17, 2019. Cancun, Mexico: Association for Information Systems. [BibTeX]
- Matić, T. , Aghnavesi, S. , Memedi, M. , Nyholm, D. , Bergquist, F. , Groznik, V. , Žabkar, J. & Sadikov, A. (2019). Unsupervised Learning from Motion Sensor Data to Assess the Condition of Patients with Parkinson’s Disease. In: Riaño D., Wilk S., ten Teije A., AIME 2019 Artificial Intelligence in Medicine. Paper presented at 17th Conference on Artificial Intelligence in Medicine (AIME 2019), Poznan, Poland, June 26–29, 2019. (pp. 420-424). Springer. [BibTeX]
- Javed, F. , Thomas, I. & Memedi, M. (2018). A comparison of feature selection methods when using motion sensors data: a case study in Parkinson’s disease. Paper presented at 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'18), Honolulu, Hawaii, USA, July 17-21, 2018. IEEE. [BibTeX]
- Memedi, M. , Lindqvist, J. , Tunedal, T. & Duvåker, A. (2018). A study on pre-adoption of a self-management application by Parkinson’s disease patients. Paper presented at 39th International Conference on Information Systems(ICIS 2018), San Francisco, California, USA, December 13-16, 2018. Association for Information Systems. [BibTeX]
- Kolkowska, E. , Scandurra, I. , Avatare Nöu, A. , Sjölinder, M. & Memedi, M. (2018). A user-centered ethical assessment of welfare technology for elderly. In: Jia Zhou, Gavriel Salvendy, Human Aspects of IT for the Aged Population. Applications in Health, Assistance, and Entertainment. Paper presented at 4th International Conference on Human Aspects of IT for the Aged Population (ITAP 2018), Held as Part of HCI International 2018, Las Vegas, United States, July 15-20, 2018. (pp. 59-73). Springer. [BibTeX]
- Karni, L. , Memedi, M. , Kolkowska, E. & Klein, G. O. (2018). EMPARK: Internet of Things for Empowerment and Improved Treatment of Patients with Parkinson's Disease. Paper presented at International Congress of Parkinson´s Disease and Movement Disorders, Hong Kong, People's Republic of China, 5-9 October, 2018. John Wiley & Sons. [BibTeX]
- Aghanavesi, S. , Filip, B. , Nyholm, D. , Senek, M. & Memedi, M. (2018). Feasibility of a multi-sensor data fusion method for assessment of Parkinson’s disease motor symptoms. Paper presented at International Congress of Parkinson’s Disease and Movement Disorders (MDS), Hong Kong, Dept. of Neuroscience, Neurology, Uppsala University, Uppsala, Sweden, 5-9 October, 2018. [BibTeX]
- Aghanavesi, S. , Bergquist, F. , Nyholm, D. , Senek, M. & Memedi, M. (2018). Objective assessment of Parkinson’s disease motor symptoms during leg agility test using motion sensors. Paper presented at International Congress of Parkinson’s Disease and Movement Disorders (MDS), Hong Kong, People's Republic of China, 5-9 October, 2018. [BibTeX]
- Jusufi, I. , Memedi, M. & Nyholm, D. (2018). TapVis: A Data Visualization Approach for Assessment of Alternating Tapping Performance in Patients with Parkinson’s Disease. In: EuroVis 2018 - Short Papers. Paper presented at 20th EG/VGTC Conference on Visualization (EuroVis '18), Brno, Czech Republic, June 4-8, 2018. (pp. 55-59). The Eurographics Association. [BibTeX]
- Thomas, I. , Bergquist, F. , Johansson, D. , Nyholm, D. , Memedi, M. & Westin, J. (2017). Automated dosing schemes for administration of microtablets of levodopa for Parkinson’s disease, using wearable sensors. In: Abstracts of the 21st International Congress of Parkinson's Disease and Movement Disorders. Paper presented at 21st International Congress of Parkinson's Disease and Movement Disorders, Vancouver, BC, Canada, June 4-8, 2017. John Wiley & Sons. [BibTeX]
- Aghanavesi, S. , Memedi, M. & Westin, J. (2017). Measuring temporal irregularity in spiral drawings of patients with Parkinson’s disease. In: Abstracts of the 21st International Congress of Parkinson's Disease and Movement Disorders. Paper presented at 21st International Congress of Parkinson's Disease and Movement Disorders, Vancouver BC, Canada, June 4-8, 2017. (pp. s252-s252). John Wiley & Sons. [BibTeX]
- Thomas, I. , Bergquist, F. , Constantinescu, R. , Nyholm, D. , Senek, M. & Memedi, M. (2017). Using measurements from wearable sensors for automatic scoring of Parkinson’s disease motor states. In: Abstracts of the 21st International Congress of Parkinson's Disease and Movement Disorders. Paper presented at 21st International Congress of Parkinson's Disease and Movement Disorders, Vancouver, BC, Canada, June 4-8, 2017. John Wiley & Sons. [BibTeX]
- Thomas, I. , Bergquist, F. , Constantinescu, R. , Nyholm, D. , Senek, M. & Memedi, M. (2017). Using measurements from wearable sensors for automatic scoring of Parkinson's disease motor states: Results from 7 patients. In: 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Paper presented at 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), Jeju Island, South Korea, July 11-15, 2017. (pp. 131-134). IEEE. [BibTeX]
- Memedi, M. , Aghanavesi, S. & Westin, J. (2016). A method for measuring Parkinson's disease related temporal irregularity in spiral drawings. In: 2016 IEEE International Conference on Biomedical and Health Informatics. Paper presented at 3rd IEEE EMBS International Conference on Biomedical and Health Informatics (IEEE BHI), Las Vegas, NV, USA, February 24-27, 2016. (pp. 410-413). New York: Institute of Electrical and Electronics Engineers (IEEE). [BibTeX]
- Memedi, M. , Thomas, I. , Nyholm, D. , Westin, J. , Senek, M. , Aghanavesi, S. , Medvedev, A. , Askmark, H. & et al. (2016). Construction of levodopa-response index from wearable sensors for quantifying Parkinson's disease motor functions. Paper presented at Twentieth International Congress of Parkinson's Disease and Movement Disorders, Berlin, Germany, June 19-23, 2016. (pp. 180-181). Wiley-Blackwell. [BibTeX]
- Senek, M. , Aquilonius, S. , Askmark, H. , Bergquist, F. , Constantinescu, R. , Ericsson, A. , Lycke, S. , Medvedev, A. & et al. (2016). Levodopa/carbidopa microtablets in Parkinson disease: pharmacokinetics and blinded motor assessment. In: Twentieth International Congress of Parkinson's Disease and Movement Disorders. Paper presented at Twentieth International Congress of Parkinson's Disease and Movement Disorders, Berlin, Germany, June 19-23, 2016. [BibTeX]
- Senek, M. , Askmark, H. , Aquilonius, S. , Bergquist, F. , Constantinescu, R. , Ericsson, A. , Lycke, S. , Medvedev, A. & et al. (2016). Motor fluctuations in relation to plasma concentrations following a single-dose of levodopa/carbidopa microtablets in advanced Parkinson's disease. Paper presented at 20th International Congress of Parkinson's Disease and Movement Disorders, Berlin, Germany, June 19-23, 2016. (pp. S651-S651). Wiley-Blackwell. [BibTeX]
- Somayeh, A. , Memedi, M. , Nyholm, D. , Senek, M. , Medvedev, A. , Askmark, H. , Aquilonius, S. , Bergquist, F. & et al. (2016). Quantification of upper limb motor symptoms of Parkinson's disease using a smartphone. Paper presented at Twentieth International Congress of Parkinson's Disease and Movement Disorders, Berlin, Germany, June 19-23, 2016. (pp. S640-S641). John Wiley & Sons. [BibTeX]
- Memedi, M. , Aghanavesi, S. , Nyholm, D. , Askmark, H. , Aquilonius, S. M. , Constantinescu, R. , Bergquist, F. , Medvedev, A. & et al. (2016). Upper limb motor tests are related to clinical ratings of motor function in advanced Parkinson's disease. Paper presented at 20th International Congress of Parkinson's Disease and Movement Disorders, Berlin, Germany, June 19-23, 2016. (pp. S640-S641). John Wiley & Sons. [BibTeX]
- Memedi, M. , Sadikov, A. , Groznik, V. , Žabkar, J. , Možina, M. , Bergquist, F. , Johansson, A. , Haubenberger, D. & et al. (2015). Automatic spiral analysis for objective assessment of motor symptoms in Parkinson's disease. Paper presented at 19th International Congress of Parkinson's Disease and Movement Disorders, 14-18 June, San Diego, California, USA. John Wiley & Sons. [BibTeX]
- Memedi, M. , Aghanavesi, S. & Westin, J. (2015). Digital spiral analysis for objective assessment of fine motor timing variability in Parkinson's disease. Paper presented at 19th International Congress of Parkinson's Disease and Movement Disorders San Diego CA, USA - June 14-18, 2015. (pp. S418-S418). John Wiley & Sons. [BibTeX]
- Sadikov, A. , Žabkar, J. , Možina, M. , Groznik, V. , Nyholm, D. & Memedi, M. (2015). Feasibility of spirography features for objective assessment of motor symptoms in Parkinson's disease. In: John Holmes, Riccardo Bellazzi, Lucia Sacchi and Niels Peek, Artificial Intelligence in Medicine 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings. Paper presented at 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. (pp. 267-276). Springer. [BibTeX]
- Forsman, A. , Larsson, H. K. , Memedi, M. & Rosendahl, H. (2015). Hur kan man flippa klassrum – några exempel på "blended learning" från olika kurser på campus och distans. Paper presented at Next Generation Learning Conference (NGL 2015), Falun, Sweden, November 18-19, 2015. [BibTeX]
- Memedi, M. , Aghanavesi, S. & Westin, J. (2015). Objective quantification of Parkinson's disease upper limb motor timing variability using spirography. Paper presented at 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, Italy, August 25-29, 2015. [BibTeX]
- Memedi, M. & Westin, J. (2015). Spatial and temporal variability during spirography. Paper presented at 19th International Congress of Parkinson's Disease and Movement Disorders, San Diego, CA, USA, June 14-18, 2015. (pp. S418-S418). Wiley-Blackwell. [BibTeX]
- Khan, T. , Memedi, M. , Song, W. W. & Westin, J. (2014). A case study in healthcare informatics: a telemedicine framework for automated parkinson’s disease symptom assessment. In: Zheng X. et al., Smart Health International Conference, ICSH 2014, Beijing, China, July 10-11, 2014. Proceedings. Paper presented at International Conference, ICSH 2014, Beijing, China, July 10-11, 2014. (pp. 197-199). Springer. [BibTeX]
- Memedi, M. & Nyholm, D. (2014). Computerized identification of motor complications in Parkinson's disease. Paper presented at 18th International Congress of Parkinson's Disease and Movement Disorders, Stockholm, Sweden, June 8-12, 2014. (pp. S187-S187). Wiley-Blackwell. [BibTeX]
- Jusufi, I. , Nyholm, D. & Memedi, M. (2014). Visualization of spiral drawing data of patients with Parkinson's disease. In: Information Visualisation (IV). Paper presented at 18th International Conference on Information Visualisation (IV), Paris, France, July 16-18, 2014. (pp. 346-350). Institute of Electrical and Electronics Engineers (IEEE). [BibTeX]
- Memedi, M. , Jusufi, I. & Nyholm, D. (2014). Visualization of spirography-based objective measures in Parkinson's disease. Paper presented at 18th International Congress of Parkinson's Disease and Movement Disorders, Stockholm, Sweden, June 8-12, 2014. (pp. S187-S189). Wiley-Blackwell. [BibTeX]
- Memedi, M. , Bergqvist, U. , Westin, J. & Nyholm, D. (2013). A web-based system for visualizing upper limb motor performance of Parkinson's disease patients. Paper presented at The Movement Disorder Society's 17th International Congress of Parkinson's Disease and Movement Disorders, Sydney, Australia, June 16-20, 2013. (pp. S112-S113). Wiley-Blackwell. [BibTeX]
- Memedi, M. , Nyholm, D. , Johansson, A. , Pålhagen, S. , Willows, T. , Widner, H. , Linder, J. & Westin, J. (2013). Self-reported symptoms and motor tests via telemetry in a 36-month levodopa-carbidopa intestinal gel infusion trial. Paper presented at The Movement Disorder Society's 17th International Congress of Parkinson's Disease and Movement Disorders, Sydney, Australia, June 16-20, 2013. (pp. S168-S168). Wiley-Blackwell. [BibTeX]
- Memedi, M. , Westin, J. & Nyholm, D. (2012). Finger tapping 'off' performance in Parkinson's disease is detected by digital signal processing. Paper presented at 16th International Congress of Parkinson's Disease and Movement Disorders, Dublin, Ireland, June 17-21, 2012. (pp. S514-S515). Wiley-Blackwell. [BibTeX]
Doctoral theses, comprehensive summaries
- Memedi, M. (2014). Mobile systems for monitoring Parkinson's disease. (Doctoral dissertation). (Comprehensive summary) Örebro: Örebro universitet. [BibTeX]
Manuscripts
- Thangavel, G. , Moll, J. , Memedi, M. & Hedström, K. Information and Communication Technology for managing social isolation and loneliness among people living with Parkinson’s disease : Integrating Design Science Research and User-Centred Design. [BibTeX]
Other
- Jusufi, I. & Memedi, M. (2019). Interactive visualization of sensor and self-reported data of patients with Parkinson’s disease. [BibTeX]
- Jusufi, I. & Memedi, M. (2019). Interactive visualization tools for improving empowerment and treatment of Parkinson’s disease patients. [BibTeX]
Patents
- Thomas, I. , Memedi, M. , Westin, J. & Spira, J. (2018). Systems for evaluating dosage parameters . [BibTeX]