| Email address | pedro.morenosanchez@seamk.fi |
|---|---|
| Affiliation / Organisation | Seinäjoki University of Applied Sciences |
| Country | Finland |
| Which is the PRIMARY NET4Age Working Group you are involved in? | WG1 WG3 WG4 |
| Paper 1 | |
| DOI | https://doi.org/10.1007/978-3-030-69963-5_5 |
| Title | Chronic Kidney Disease Early Diagnosis Enhancing by Using Data Mining Classification and Features Selection |
| Authors | Moreno-Sanchez, Pedro A. |
| Journal | IoT Technologies for HealthCare |
| Link | https://link.springer.com/chapter/10.1007%2F978-3-030-69963-5_5 |
| Keywords | Chronic kidney disease Early diagnosis Data mining Classification Feature selection |
| Relevant files | N/A |
| Paper 2 | |
| DOI | In press |
| Title | Features Importance to Improve Interpretability of Chronic Kidney Disease Early Diagnosis |
| Authors | Pedro A. Moreno-Sanchez |
| Journal | Proceedings of IEEE BigData 2020 Conference |
| Link | N/A |
| Keywords | Chronic kidney disease Early diagnosis Classification Features Selection Features Importance |
| Relevant files | N/A |
| Paper 3 | |
| DOI | In press |
| Title | Development of an Explainable Prediction Model of Heart Failure Survival by Using Ensemble Trees |
| Authors | Pedro A. Moreno-Sanchez |
| Journal | Proceedings of IEEE BigData 2020 Conference |
| Link | N/A |
| Keywords | Heart failure survival prediction explainable artificial intelligence machine learning ensemble trees features importance |
| Relevant files | N/A |
| 4. Focus of research during the past 3 years | PE6_7 Artificial intelligence, intelligent systems, multi agent systems PE7_10 Robotics |
| 5. Other research during the past 3 years | N/A |
| 6. Ongoing research for collaborative activities | PE6_7 Artificial intelligence, intelligent systems, multi agent systems, PE6_11 Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video) |
| 7. Other ongoing research | Explainable Artificial Intelligence |
| 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, | N/A |
| 2. Available to participate in a webinar for partners to present the product, service, tool or other? | N/A |
| 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? | N/A |
| 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, Horizon Europe |
| 5. Interest in international funding programmes | N/A |