- Tytuł:
- Big data significance in remote medical diagnostics based on deep learning techniques
- Autorzy:
-
Kwaśniewska, A.
Giczewska, A.
Rumiński, J. - Powiązania:
- https://bibliotekanauki.pl/articles/1940561.pdf
- Data publikacji:
- 2017
- Wydawca:
- Politechnika Gdańska
- Tematy:
-
telemedicine
deep learning
multimedia databases
big data
telemedycyna
uczenie głębokie
multimedialne bazy danych
duże zbiory danych - Opis:
- In this paper we discuss the evaluation of neural networks in accordance with medical image classification and analysis. We also summarize the existing databases with images which could be used for training deep models that can be later utilized in remote home-based health care systems. In particular, we propose methods for remote video-based estimation of patient vital signs and other health-related parameters. Additionally, potential challenges of using, storing and transferring sensitive patient data are discussed.
- Źródło:
-
TASK Quarterly. Scientific Bulletin of Academic Computer Centre in Gdansk; 2017, 21, 4; 309-319
1428-6394 - Pojawia się w:
- TASK Quarterly. Scientific Bulletin of Academic Computer Centre in Gdansk
- Dostawca treści:
- Biblioteka Nauki
Artykuł