Cargando…
Computer-aided diagnosis systems: a comparative study of classical machine learning versus deep learning-based approaches
The diagnostic phase of the treatment process is essential for patient guidance and follow-up. The accuracy and effectiveness of this phase can determine the life or death of a patient. For the same symptoms, different doctors may come up with different diagnoses whose treatments may, instead of cur...
Autores principales: | Guetari, Ramzi, Ayari, Helmi, Sakly, Houneida |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer London
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10205571/ https://www.ncbi.nlm.nih.gov/pubmed/37361377 http://dx.doi.org/10.1007/s10115-023-01894-7 |
Ejemplares similares
-
Brain Tumor Radiogenomic Classification of O(6)-Methylguanine-DNA Methyltransferase Promoter Methylation in Malignant Gliomas-Based Transfer Learning
por: Sakly, Houneida, et al.
Publicado: (2023) -
Classical Machine Learning Versus Deep Learning for the Older Adults Free-Living Activity Classification
por: Awais, Muhammad, et al.
Publicado: (2021) -
A Deep Learning Computer-Aided Diagnosis Approach for Breast Cancer
por: Zaalouk, Ahmed M., et al.
Publicado: (2022) -
Machine Learning for Ischemic Heart Disease Diagnosis Aided by Evolutionary Computing
por: Alsaffar, Mohammad, et al.
Publicado: (2021) -
Special Issue: “Machine Learning for Computer-Aided Diagnosis in Biomedical Imaging”
por: Mun, Seong K., et al.
Publicado: (2022)