Konu "brain MRI" için WoS İndeksli Yayınlar Koleksiyonu listeleme
Toplam kayıt 4, listelenen: 1-4
-
Curriculum Learning for Age Estimation from Brain MRI
(Sciendo, 2021)Age estimation from brain MRI has proved to be considerably helpful in early diagnosis of diseases such as Alzheimer's and Parkinson's. In this study, curriculum learning effect on age estimation models was measured using ... -
An Ensemble of Deep Learning Object Detection Models for Anatomical and Pathological Regions in Brain MRI
(Mdpi, 2023)This paper proposes ensemble strategies for the deep learning object detection models carried out by combining the variants of a model and different models to enhance the anatomical and pathological object detection ... -
False positive repression: Data centric pipeline for object detection in brain MRI
(Wiley, 2022)One of the problems that often arise during the application of medical research to real life is the high number of false positive cases. This situation causes experts to be warned with false alarms unnecessarily and increases ... -
In-Domain Transfer Learning Strategy for Tumor Detection on Brain MRI
(Mdpi, 2023)Transfer learning has gained importance in areas where there is a labeled data shortage. However, it is still controversial as to what extent natural image datasets as pre-training sources contribute scientifically to ...