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Martin Wulf Gerdes

Martin Wulf Gerdes

Associate Professor

Associate Professor

Department of Information and Communication Technology >

 

+47 37 23 32 64

+47 907 98 973

Kontor:
A3070 ( Jon Lilletuns vei 9, Grimstad )
Kontortid:
09:00 - 18:00

Educational background:

Dipl.Ing. (equivalent to M.Sc.) in General Electrical Engineering, RWTH (Technical University) Aachen, 1998; emphasis on Information and Communication Technologies

Ph.D. in Information and Communication Technologies, with specialization in eHealth; University of Agder (UiA), Grimstad, Title: "Holistic System Design for Distributed National eHealth Services" (defended on April 3rd, 2019).

Forskning

Research Interests (academic and applied):

Main research interest lies within user-friendly, interoperable, safe, smart, and reliable eHealth solutions for remote monitoring and patient support, and AI technologies for decision support solutions, utilizing Information and Communication Technologies (ICT) and Internet of Things (IoT).

Further experience and research interests are at:

  • distributed health information system architecture, communication protocols and standards
  • assistive technologies, healthcare robotics
  • concept development, prototypical verification and evaluation
  • publication and presentation for business development
  • service-layer solutions; end-to-end architecture of mobile-cloud services
  • Intelligent Transport Systems (ITS) services

Undervisning

Teaching qualifications:

University pedagogy, University of Agder (academic year 2018/2019; course completed on June 24th, 2019)

 

Teaching and supervision experience since 2014 with students on bachelor and master level.

 

Current Courses:

ORG-453; Communication, Cooperation and Research Methods; M.Sc. (course responsible and teacher)

HIS-415; Technology Understanding; Health Informatics Master (teacher)

IKT441/442/446: Seminar Projects; Teaching and Project Supervision in eHealth and Decision Support (teacher and supervisor)

Arbeidserfaring

1993-1998: Student Helper; Ericsson Eurolab, Aachen; Applied Research in Telecommunications

1999-2004: Research Engineer; Ericsson Eurolab, Aachen; Core Network Division; Research, Prototyping, IPR/Patents, Innovations

2004 (Jan-July): Solution Manager, Nippon Ericsson KK, Tokyo; Customer Business Division

2004-2012: Senior Researcher; Ericsson Eurolab, Aachen; Core Network Division; Research, Prototyping, IPR/Patents, Innovations

2012-2017: Ph.D. Student at University of Agder, Grimstad; Department of Information and Communication Technology

2015 (Feb-April): Guest Researcher; Queensland University of Technology, Brisbane; Science and Engineering Faculty, Mobile Innovation Lab

2017-2019: Assistant Professor (Universitetslektor); University of Agder, Grimstad; Department of Information and Communication Technology

since 2019: Associate Professor (Førsteamanuensis); University of Agder, Grimstad; Department of Information and Communication Technology

Prosjekter

Projects:

United4Health (www.united4health.eu/; www.united4health.no/); end-to-end solution development; research on decision support, security and usability aspects of telemedicine and healthcare systems (2013-2016)

“Cooperative Cars (CoCar)” within the German research program “AKTIV”; Intelligent Transport Systems (ITS); (2005-2007)

Research Groups:

Member of “eHealth Center” at University of Agder, Grimstad

Vitenskapelige publikasjoner

  • Ghimire Subedi, Sarala; Celik, Turgay; Gerdes, Martin; Omlin, Christian Walter Peter (2024). Deep learning for blood glucose level prediction: How well do models generalize across different data sets?. PLOS ONE. ISSN: 1932-6203. 19 (9). doi:10.1371/journal.pone.0310801.
  • Portilla, Fernando; Gerdes, Martin; Reichert, Frank; Chaltikyan, Georgi (2024). Reference Information Model and Interoperable Architecture for Digital Health Twins: A Position Paper. Studies in Health Technology and Informatics. ISSN: 0926-9630. 316s 344 - 345. doi:10.3233/SHTI240414.
  • Chatterjee, Ayan; Gerdes, Martin; Prinz, Andreas; Riegler, Michael; Martinez, Santiago (2024). Semantic representation and comparative analysis of physical activity sensor observations using MOX2-5 sensor in real and synthetic datasets: a proof-of-concept-study. Scientific Reports. ISSN: 2045-2322. 14 (1). s 1 - 21. doi:10.1038/s41598-024-55183-6.
  • Martinez, Santiago; Mbabazi, Pamela S.; Sebitloane, Motshedisi H.; Vwalika, Bellington; Mocumbi, Sibone; Galappaththi-Arachchige, Hashini Nilushika; Holmen, Sigve; Randrianasolo, Bodo; Roald, Borghild; Olowookorun, Femi; Hyera, Francis; Mabote, Sheila; Nemungadi, Takalani G.; Ngcobo, Thembinkosi V.; Furumele, Tsakani; Ndhlovu, Patricia D.; Gerdes, Martin; Gundersen, Svein Gunnar; Mkhize-Kwitshana, Zilungile L.; Taylor, Myra; Mhlanga, Roland E.E.; Kjetland, Eyrun Floerecke (2024). The WHO atlas for female-genital schistosomiasis: Co-design of a practicable diagnostic guide, digital support and training. PLOS Global Public Health. ISSN: 2767-3375. 4:e0002249 (3). s 1 - 25. doi:10.1371/journal.pgph.0002249.
  • Ghimire Subedi, Sarala; Martinez, Santiago; Hartvigsen, Gunnar; Gerdes, Martin (2023). Augmented Reality enhanced device usage training tool for in-home health-self-monitoring by pregnant women. Reports of the European Society for Socially Embedded Technologies. ISSN: 2510-2591. doi:10.48340/ihc2023_p015.
  • Fernandes, Fara Aninha; Chaltikyan, Georgi; Gerdes, Martin; Omlin, Christian Walter Peter (2023). Bias – The Achilles Heel of Artificial Intelligence in Healthcare. Journal of applied interdisciplinary research. ISSN: 2940-8199. (Special Issue). s 90 - 101. doi:https://doi.org/10.25929/5qxh-nt21.
  • Balaji, Saishashank; Sanfilippo, Filippo; Gerdes, Martin; Prattichizzo, Domenico (2022). A Perspective on Intervention Approaches for Children with Autism Spectrum Disorder. Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers. ISBN: 978-3-031-10524-1. Springer. chapter. s 132 - 143.
  • Chatterjee, Ayan; Pahari, Nibedita; Gerdes, Martin; Bajpai, Ram (2022). Analyze the Effect of Healthy Behavior on Weight Change and Its Conceptual Use in Digital Behavioral Intervention. 2022 IEEE International Conference on E-health Networking, Application & Services (HealthCom). ISBN: 978-1-6654-8016-1. IEEE conference proceedings. Chapter. s 222 - 228.
  • Chatterjee, Ayan; Prinz, Andreas; Gerdes, Martin; Martinez, Santiago; Pahari, Nibedita; Meena, Yogesh Kumar (2022). ProHealth eCoach: user-centered design and development of an eCoach app to promote healthy lifestyle with personalized activity recommendations. BMC Health Services Research. ISSN: 1472-6963. 22doi:10.1186/s12913-022-08441-0.
  • Chatterjee, Ayan; Gerdes, Martin; Khatiwada, Pankaj; Prinz, Andreas (2022). SFTSDH: Applying Spring Security Framework with TSD-Based OAuth2 to Protect Microservice Architecture APIs. IEEE Access. ISSN: 2169-3536. 10s 41914 - 41934. doi:10.1109/ACCESS.2022.3165548.
  • Ghimire Subedi, Sarala; Martinez, Santiago; Gerdes, Martin (2022). Self-imperative Care of Pregnancy using IoT Solutions. Proceedings of the 18th Scandinavian Conference on Health Informatics. ISBN: 978-91-7929-344-4. Linköping Electronic Conference Proceedings. Chapter. s 64 - 68.
  • Chatterjee, Ayan; Gerdes, Martin; Prinz, Andreas; Martinez, Santiago (2021). A Comparative Study to Analyze the Performance of Advanced Pattern Recognition Algorithms for Multi-Class Classification. Emerging Technologies in Data Mining and Information Security. ISBN: 978-981-15-9773-2. Springer. Chapter. s 111 - 124.
  • Chatterjee, Ayan; Prinz, Andreas; Gerdes, Martin; Martinez, Santiago (2021). An Automatic Ontology-Based Approach to Support Logical Representation of Observable and Measurable Data for Healthy Lifestyle Management: Proof-of-Concept Study. Journal of Medical Internet Research (JMIR). ISSN: 1439-4456. 23 (4). s 1 - 28. doi:10.2196/24656.
  • Chatterjee, Ayan; Gerdes, Martin; Prinz, Andreas; Martinez, Santiago (2021). Comparing Performance of Ensemble-Based Machine Learning Algorithms to Identify Potential Obesity Risk Factors from Public Health Datasets. Emerging Technologies in Data Mining and Information Security. Advances in Intelligent Systems and Computing. ISBN: 978-981-15-9926-2. Springer. Chapter. s 253 - 269.
  • Chatterjee, Ayan; Shahaab, Ali; Gerdes, Martin; Martinez, Santiago; Khatiwada, Pankaj (2021). Leveraging Technology for Healthcare and Retaining Access to Personal Health Data to Enhance Health and Well-being. Recent Trends in Computational Intelligence Enabled Research. ISBN: 978-0-12-822844-9. Elsevier. KAPITTEL 22. s 367 - 376.
  • Muaaz, Muhammad; Chelli, Ali; Gerdes, Martin; Pätzold, Matthias Uwe (2021). Wi-Sense: a passive human activity recognition system using Wi-Fi and convolutional neural network and its integration in health information systems. Annales des télécommunications. ISSN: 0003-4347. doi:10.1007/s12243-021-00865-9.
  • Khatiwada, Pankaj; Bhusal, Hari; Chatterjee, Ayan; Gerdes, Martin (2020). A Proposed Access Control-Based Privacy Preservation Model to Share Healthcare Data in Cloud. IEEE International Conference on Wireless and Mobile Computing, Networking, and Communications. ISSN: 2160-4886. s 40 - 47. doi:10.1109/WiMob50308.2020.9253414.
  • Chatterjee, Ayan; Gerdes, Martin; Martinez, Santiago (2020). Development of a Smart e-Coach Recommendation System for Obesity. Studies in Health Technology and Informatics. ISSN: 0926-9630. 270s 1259 - 1260. doi:10.3233/SHTI200391.
  • Chatterjee, Ayan; Gerdes, Martin; Martinez, Santiago (2020). Identification of Risk Factors Associated with Obesity and Overweight - A Machine Learning Overview. Sensors. ISSN: 1424-8220. 20 (9). doi:10.3390/s20092734.
  • Chatterjee, Ayan; Gerdes, Martin; Prinz, Andreas; Martinez, Santiago; Medin, Anine Christine (2020). Reference Design Model for a Smart e-Coach Recommendation System for Lifestyle Support Based on ICT Technologies. eTELEMED 2020, The Twelfth International Conference on eHealth, Telemedicine, and Social Medicine. ISBN: 978-1-61208-763-4. International Academy, Research and Industry Association (IARIA). Chapter. s 52 - 58.
  • Chatterjee, Ayan; Gerdes, Martin; Martinez, Santiago (2020). Statistical Explorations and Univariate Timeseries Analysis on COVID-19 Datasets to Understand the Trend of Disease Spreading and Death. Sensors. ISSN: 1424-8220. 20 (11). doi:10.3390/s20113089.
  • Smaradottir, Berglind; Gerdes, Martin (2020). Teaching Methods in a Health and Social Informatics Master Program. Proceedings from the 2019 International Conference on Computational Science and Computational Intelligence (CSCI'19). ISBN: 978-1-7281-5584-5. IEEE conference proceedings. Kapittel. s 888 - 891.
  • Gerdes, Martin; Smaradottir, Berglind; Martinez, Santiago; Jortveit, Jarle; Fensli, Rune Werner (2019). A Decision-support Algorithm for Self-management of Anticoagulation Therapy Used in a Smartphone Application. Proceedings from 2019 IEEE Symposium on Computers and Communications (ISCC2019). ISBN: 978-1-7281-2999-0. IEEE conference proceedings. Kapittel. s 1077 - 1080.
  • Smaradottir, Berglind; Gerdes, Martin (2019). Evaluering av pedagogiske metoder og organisering på et masterkurs i teknologiforståelse for helseinformatikk. NOKOBIT: Norsk konferanse for organisasjoners bruk av informasjonsteknologi. ISSN: 1892-0748.
  • Chatterjee, Ayan; Gerdes, Martin; Martinez, Santiago (2019). eHealth Initiatives for The Promotion of Healthy Lifestyle and Allied Implementation Difficulties. 2019 International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob). ISBN: 978-1-7281-3316-4. IEEE conference proceedings. chapter. s 7 - 14.
  • Smaradottir, Berglind; Gerdes, Martin (2018). Curriculum Development of a Health Informatics Master Course in Understanding Technology. Studies in Health Technology and Informatics. ISSN: 0926-9630. 255s 227 - 231. doi:10.3233/978-1-61499-921-8-227.
  • Abomhara, Mohamed Ali Saleh; Smaradottir, Berglind; Køien, Geir Myrdahl; Gerdes, Martin (2018). Sharing with care multidisciplinary teams and secure access to electronic health records. Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies Vol 5 Healthinf2018. ISBN: 978-989-758-281-3. SciTePress. Kapittel. s 379 - 386.
  • Gerdes, Martin; Martinez, Santiago; Tjondronegoro, Dian (2017). Conceptualization of a Personalized eCoach for Wellness Promotion. Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2017). ISBN: 978-1-4503-6363-1. Association for Computing Machinery (ACM). chapter. s 365 - 374.
  • Gerdes, Martin; Gallefoss, Frode; Fensli, Rune Werner (2017). The EU project “United4Health”: Results and experiences from automatic health status assessment in a Norwegian telemedicine trial system. Journal of Telemedicine and Telecare. ISSN: 1357-633X. 25 (1). s 46 - 53. doi:10.1177/1357633X17735558.
  • Gerdes, Martin; Martinez, Santiago; Smaradottir, Berglind; Fensli, Rune Werner; Jortveit, Jarle (2017). Warfarin Guide: Co-design of a Mobile Computer-Assisted Anticoagulant Therapy. Studies in Health Technology and Informatics. ISSN: 0926-9630. 245s 1222 - 1222. doi:10.3233/978-1-61499-830-3-1222.
  • Smaradottir, Berglind; Gerdes, Martin; Martinez, Santiago; Fensli, Rune Werner (2015). The EU-project United4Health: User-centred design of an information system for a Norwegian telemedicine service. Journal of Telemedicine and Telecare. ISSN: 1357-633X. 22 (7). s 422 - 429. doi:10.1177/1357633X15615048.
  • Gerdes, Martin; Trinugroho, Dafferianto; Fensli, Rune Werner (2015). "Security, reliability and usability of mHealth environments". "Mobile Health - A Technology Road Map". ISBN: 978-3-319-12816-0. Springer. chapter 43.
  • Abomhara, Mohamed Ali Saleh; Gerdes, Martin; Køien, Geir Myrdahl (2015). A STRIDE-Based Threat Model for Telehealth Systems. Norsk Informasjonssikkerhetskonferanse (NISK). ISSN: 1893-6563.
  • Gerdes, Martin; Fensli, Rune Werner (2015). End-to-end Security and Privacy Protection for Co-operative Access to Health and Care Data in a Telehealth Trial System for Remote Supervision of COPD-Patients. SHI 2015 - Proceedings of the 13th Scandinavian Conference on Health Informatics, June 15-17, Tromsø, Norway. ISBN: 978-91-7685-985-8. Linköping University Electronic Press. Article 5. s 25 - 32.
  • Gerdes, Martin; Reichert, Frank; Nytun, Jan Pettersen; Fensli, Rune Werner (2015). Reference Design for Smart Collaborative Telehealth and Telecare Services based on IoT Technologies. 2015 International Conference on Computational Science and Computational Intelligence. ISBN: 978-1-4673-9795-7. IEEE conference proceedings. Paper. s 817 - 820.
  • Gerdes, Martin; Smaradottir, Berglind; Reichert, Frank; Fensli, Rune Werner (2015). Telemedicine and Cooperative Remote Healthcare Services: COPD Field Trial. Studies in Health Technology and Informatics. ISSN: 0926-9630. 210s 455 - 457. doi:10.3233/978-1-61499-512-8-455.
  • Gerdes, Martin; Smaradottir, Berglind; Reichert, Frank; Fensli, Rune Werner (2015). Telemedicine and Cooperative Remote Healthcare Services: COPD Field Trial. Digital Healthcare Empowering Europeans, Proceedings of MIE2015. ISBN: 978-1-61499-511-1. IOS Press. chapter. s 455 - 457.
  • Smaradottir, Berglind; Gerdes, Martin; Fensli, Rune Werner; Martinez, Santiago (2015). Usability Evaluation of a COPD Remote Monitoring Application. Digital Healthcare Empowering Europeans, Proceedings of MIE2015. ISBN: 978-1-61499-511-1. IOS Press. kapittel. s 845 - 849.
  • Smaradottir, Berglind; Gerdes, Martin; Fensli, Rune Werner; Martinez, Santiago (2015). Usability evaluation of a COPD remote monitoring application. Studies in Health Technology and Informatics. ISSN: 0926-9630. 210s 845 - 849. doi:10.3233/978-1-61499-512-8-845.
  • Smaradottir, Berglind; Gerdes, Martin; Fensli, Rune Werner; Martinez, Santiago (2015). User Interface Development of a COPD Remote Monitoring Application A User-centred Design Process. ACHI 2015, The Eighth International Conference on Advances in Computer-Human Interactions. ISBN: 978-1-61208-382-7. ThinkMind. kapittel. s 57 - 62.
  • Smaradottir, Berglind; Gerdes, Martin; Fensli, Rune Werner; Martinez, Santiago (2015). User-Centered Design of a COPD Remote Monitoring Application Experiences from the EU-project United4Health. International Journal On Advances in Software. ISSN: 1942-2628. 8 (3 & 4). s 350 - 360.
  • Amjad, Mohammad Mahdi Mahdavi; Rasta, Kamyar; Gerdes, Martin; Fensli, Rune Werner (2014). An Approach Towards Information Quality Management of Electronic Health Records. 2014 Proceedings of the International Conference on Health Informatics. ISBN: 978-989-758-010-9. SciTePress. kapittel. s 270 - 275.
  • Gerdes, Martin; Smaradottir, Berglind; Fensli, Rune Werner (2014). End-to-End Infrastructure for Usability Evaluation of eHealth Applications and Services. Scandinavian Conference on Health Informatics; August 22; 2014; Grimstad; Norway. ISBN: 978-91-7519-241-3. Linköping University Electronic Press. kapittel. s 53 - 59.
  • Fensli, Marthe M. Fosse; Thygesen, Elin; Gerdes, Martin; Fensli, Rune Werner (2014). Need for Telecare for Home Residents with Dementia: Potential Solutions - Based on the Experiences of Close Relatives and Healthcare Professionals. Scandinavian Conference on Health Informatics; August 22; 2014; Grimstad; Norway. ISBN: 978-91-7519-241-3. Linköping University Electronic Press. 102-009. s 61 - 68.
  • Trinugroho, Dafferianto; Gerdes, Martin; Amjad, Mohammad Mahdi Mahdavi; Reichert, Frank; Fensli, Rune Werner (2013). A REST-Based Publish/Subscribe Platform to Support Things-to-Services Communications. 19th Asia-Pacific Conference on Communications (APCC 2013). ISBN: 978-1-4673-6048-7. IEEE conference proceedings. Article. s 321 - 326.
  • Gerdes, Martin; Trinugroho, Dafferianto; Fensli, Rune Werner (2013). Aspects of Standardisation for Point-of-Care Solutions and Remote Home Monitoring Services. Scandinavian Conference on Health Informatics 2013. ISBN: 978‐91‐7519‐518‐6. Linköping University Electronic Press. Kapittel. s 19 - 24.
  • Trinugroho, Dafferianto; Rasta, Kamyar; Nguyen, Trinh Hoang; Gerdes, Martin; Fensli, Rune Werner; Reichert, Frank (2012). A LOCATION-INDEPENDENT REMOTE HEALTH MONITORING SYSTEM UTILISING ENTERPRISE SERVICE BUS. IADIS International Journal on WWW/Internet. ISSN: 1645-7641. 10 (2). s 88 - 106.

Ekspertområder

Sist endret: 28.05.2020 18:05