| Email address | lela.mirtskhulava@tsu.ge |
|---|---|
| Affiliation / Organisation | Ivane Javakhishvili Tbilisi State University/San Diego State University Georgia |
| Country | Georgia |
| Which is the PRIMARY NET4Age Working Group you are involved in? | WG2 WG3 |
| Paper 1 | |
| DOI | 10.1109/UKSim.2015.33 |
| Title | Artificial Neural Network Model in Stroke Diagnosis |
| Authors | Lela Mirtskhulava, Julian Wong, Salah Al-Majeed, Gillian Pearce |
| Journal | IEEE Xplore |
| Link | https://ieeexplore.ieee.org/document/7576520 |
| Keywords | stroke artificial network model medical diagnosis |
| Relevant files | https://drive.google.com/open?id=1ncGNAXakFAK0GK_0g8BkdmbsTSyE_T8B |
| Paper 2 | |
| DOI | 10.5013/IJSSST.a.21.02.37 |
| Title | Enhancing IoT Security using Multi-Layer Feedforward Neural Network with Tree Parity Machine Elements |
| Authors | Erekle Shishniashvili, Lizi Mamisashvili, Lela Mirtskhulava |
| Journal | International Journal of Simulation Systems, Science & Technology |
| Link | https://ijssst.info/Vol-21/No-2/cover-21-2.htm |
| Keywords | IoT security multiple layer feed-forward neural network tree parity machine multiple hidden layers generating secure keys |
| Relevant files | https://drive.google.com/open?id=1BuKYm7S2RcXPpFGmhRqWr64NSUhHpkM8 |
| Paper 3 | |
| DOI | 0.5013/IJSSST.a.21.02.34 |
| Title | Environmrnal Monitoring in Flammable Climate Zones over IoT Cloud |
| Authors | Lela Mirtskhulava , Lele Tvaliashvili , Avtandil Bardavelidze , Luka Tvaliashvili |
| Journal | N/A |
| Link | N/A |
| Keywords | International Journal of Simulation Systems Science & Technology |
| Relevant files | https://drive.google.com/open?id=1AqzNe0JGPe90cX_Vgc7RKbsIPIYp3Jkp |
| 4. Focus of research during the past 3 years | SH1_11 Technological change, innovation, research & development SH2_7 Environmental and climate change, societal impact and policy SH3_9 Health, ageing and society SH3_13 Digital social research PE6_6 Algorithms, distributed, parallel and network algorithms, algorithmic game theory PE6_7 Artificial intelligence, intelligent systems, multi agent systems PE6_9 Human computer interaction and interface, visualisation and natural language processing PE6_10 Web and information systems, database systems, information retrieval and digital libraries, data fusion PE6_11 Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video) PE6_12 Scientific computing, simulation and modelling tools PE7_8 Networks (communication networks, sensor networks, networks of robots, etc.) PE7_9 Man-machine interfaces PE7_11 Components and systems for applications (in e.g. medicine, biology, environment) LS5_2 Systems neuroscience and computational neuroscience (e.g. neural networks, neural modelling) LS7_8 Epidemiology and public health LS7_9 Environmental health, occupational medicine |
| 5. Other research during the past 3 years | Cybersecurity issues, IoT cybersecurity, 5G cybersecurity |
| 6. Ongoing research for collaborative activities | SH3_9 Health, ageing and society, PE6_11 Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video), LS5_2 Systems neuroscience and computational neuroscience (e.g. neural networks, neural modelling), LS7_8 Epidemiology and public health |
| 7. Other ongoing research | N/A |
| 8. Available to partcipate in a webinar for partners to present your ongoing research? | Yes |
| 1. Products/tools, services or other activities available for collaboration If yes, | Patient summary E-Prescription/dispensation Laboratory results Medical imaging & reports mHealth tools (ex. apps for health) Accessibility tools Safety tools Training & education tools Research tools |
| 2. Available to participate in a webinar for partners to present the product, service, tool or other? | Yes |
| 3. Short description of product, tool, service or other | N/A |
| 4. Innovative training/empowerment content | N/A |
| 5. Available to participate in a webinar for partners to present the training/empowerment content? | Yes |
| 1. Connections to local/regional ecosystem on health and well-being in an age-friendly digital world | Researchers |
| 2. If yes, please can you provide the name, link or short description of the ecosystem you are involved in? | Energy and Environment Policy Research Center |
| 3. Interested in fostering a quadruple helix ecosystem within the frame of the COST Action | Yes |
| 4. Familiarity with international funding programmes | Erasmus+, Horizon 2020 |
| 5. Interest in international funding programmes | Environment and climate action (LIFE) Health for growth Instrument for Greenland Internal Security Fund IT systems |