A Novel Deep Learning-based Whale Optimization Algorithm for Prediction of Breast Cancer
Braz. arch. biol. technol
;
64: e21200221, 2021. tab, graf
Article
in English
| LILACS
| ID: biblio-1285550
ABSTRACT
HIGHLIGHTS Novel whale optimization algorithm is proposed for prediction of breast cancer. Deep learning-based WOA adjusts the CNN structure as per maximum detection accuracy. Proposed method achieves 92.4% accuracy in comparison to 90.3%. Validity of method is evaluated with magnifying factors like 40x, 100 x, 200x, 400x.
Full text:
Available
Index:
LILACS (Americas)
Main subject:
Breast Neoplasms
/
Early Detection of Cancer
Type of study:
Diagnostic study
/
Prognostic study
/
Risk factors
/
Screening study
Limits:
Humans
Language:
English
Journal:
Braz. arch. biol. technol
Journal subject:
Biology
Year:
2021
Type:
Article
Affiliation country:
India
Institution/Affiliation country:
ABES Engineering College/IN
/
Jaypee University of Information Technology/IN
/
KIET Group of Institutions/IN
Similar
MEDLINE
...
LILACS
LIS