Search Results - subject:"Cancer classification"

An ensemble learning-based framework for breast cancer prediction

Sharma, Aman; Goyal, Divyam; Mohana, Rajni - 2024

Breast cancer is a disease characterised by abnormal cell growth in the breast, with various types and unique characteristics depending on the malignant cells involved. It predominantly affects women, and researchers in the field of clinical sciences are increasingly interested in leveraging...

Persistent link: https://www.econbiz.de/10014543779

Cancer data classification by quantum-inspired immune clone optimization-based optimal feature selection using gene expression data: deep learning approach

Eluri, Nageswara Rao; Kancharla, Gangadhara Rao; Dara, … - In: Data Technologies and Applications 56 (2021) 2, pp. 247-282

pertain to cancer classification are mostly clinical basis, and its diagnosis capability is limited. Nowadays, the significant …

Persistent link: https://www.econbiz.de/10014712680

Gene selection via BPSO and Backward generation for cancer classification

Bir-Jmel, Ahmed; Douiri, Sidi Mohamed; ElBernoussi, Souad - In: RAIRO 53 (2019) 1, pp. 269-288

Persistent link: https://www.econbiz.de/10012113638

GENE SELECTION USING LOGISTIC REGRESSIONS BASED ON AIC, BIC AND MDL CRITERIA

ZHOU, XIAOBO; WANG, XIAODONG; DOUGHERTY, EDWARD R. - In: New Mathematics and Natural Computation (NMNC) 01 (2005) 01, pp. 129-145

In microarray-based cancer classification, gene selection is an important issue owing to the large number of variables … of the chosen genes. The same logistic regression model is then used for cancer classification. Fast implementation …

Persistent link: https://www.econbiz.de/10005047294