Systematic review of an automated multiclass detection and classification system for acute Leukaemia in terms of evaluation and benchmarking, open challenges …

MA Alsalem, AA Zaidan, BB Zaidan, M Hashim… - Journal of medical …, 2018 - Springer
This study aims to systematically review prior research on the evaluation and benchmarking
of automated acute leukaemia classification tasks. The review depends on three reliable …

A review of the automated detection and classification of acute leukaemia: Coherent taxonomy, datasets, validation and performance measurements, motivation, open …

MA Alsalem, AA Zaidan, BB Zaidan, M Hashim… - Computer methods and …, 2018 - Elsevier
Context Acute leukaemia diagnosis is a field requiring automated solutions, tools and
methods and the ability to facilitate early detection and even prediction. Many studies have …

Multiclass benchmarking framework for automated acute Leukaemia detection and classification based on BWM and group-VIKOR

MA Alsalem, AA Zaidan, BB Zaidan, OS Albahri… - Journal of medical …, 2019 - Springer
This paper aims to assist the administration departments of medical organisations in making
the right decision on selecting a suitable multiclass classification model for acute leukaemia …

[PDF][PDF] A wavelet-based feature vector model for DNA clustering

JP Bao, RY Yuan - Genetics and Molecular Research, 2015 - geneticsmr.com
DNA data are important in the bioinformatic domain. To extract useful information from the
enormous collection of DNA sequences, DNA clustering is often adopted to efficiently deal …

Microarray cancer classification using feature extraction-based ensemble learning method

A Bai, S Hira - … Journal of Data Analysis Techniques and …, 2021 - inderscienceonline.com
Microarray cancer datasets generally contain many features with a small number of
samples, so initially we need to reduce redundant features to allow faster convergence. To …

Klasifikasi Data Microarray Menggunakan Discrete Wavelet Transform dan Extreme Learning Machine

K Khadijah, S Hartati - IJCCS (Indonesian Journal of Computing …, 2015 - journal.ugm.ac.id
Data microarray digunakan sebagai alternatif untuk diagnosa penyakit kanker karena
kesulitan dalam dignosa kanker berdasarkan bentuk morfologis, yaitu perbedaan morfologis …

[PDF][PDF] Classification framework based on C4. 5 algorithm for medicinal data

K Ganesan - International Journal of Computer Science and …, 2015 - academia.edu
This study proposes a framework with preprocessing techniques namely Missing value
replacement, Discretization, Principal Component Analysis (PCA) to extract the key features …

[PDF][PDF] Microarray based Cancer Classification using Signal Processing and Neural Network

S Patil - 2018 - irgu.unigoa.ac.in
Based on the data published by World Health Organization, cancer is the second leading
reason of death universally. In 2015, about 8.8 million deaths were caused by cancer …