Deep learning based-classification of dementia in magnetic resonance imaging scans
International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Türkiye, 21 - 22 Eylül 2019, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Cilt numarası:
- Doi Numarası: 10.1109/idap.2019.8875961
- Basıldığı Şehir: Malatya
- Basıldığı Ülke: Türkiye
- İnönü Üniversitesi Adresli: Evet
Özet
Deep learning is much preferred in image processing applications since it can give fast and important results. This research aims at developing an open source software for deep learning based-classification of dementia in magnetic resonance imaging scans. Keras (i.e., a deep-learning framework) is employed for constructing a deep learning based-model that could be discriminate between dementia patients and healthy individuals. The achieved findings demonstrate that the proposed system can be used to detect individuals with suspected dementia disease.