Artificial intelligence based medical decision support system for early and accurate breast cancer prediction

Collaboration of features optimization techniques for the effective diagnosis of glaucoma in retinal fundus images

(2022) Law Kumar Singh et al.   ADVANCES IN ENGINEERING SOFTWARE

Artificial neural network with Taguchi method for robust classification model to improve classification accuracy of breast cancer

(2021) Md Akizur Rahman et al.   PeerJ Computer Science

Breast cancer disease classification using fuzzy-ID3 algorithm with FUZZYDBD method: automatic fuzzy database definition

(2021) Nur Farahaina Idris et al.   PeerJ Computer Science

Computer-aided detection of breast cancer on the Wisconsin dataset: An artificial neural networks approach

(2021) Mohammad H. Alshayeji et al.   Biomedical Signal Processing and Control

Research on expansion and classification of imbalanced data based on SMOTE algorithm

(2021) Shujuan Wang et al.   Scientific Reports

Machine Learning techniques in breast cancer prognosis prediction: A primary evaluation

(2020) Carlo Boeri et al.   Cancer Medicine

GeFeS: A generalized wrapper feature selection approach for optimizing classification performance

(2020) Golnaz Sahebi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Coronavirus herd immunity optimizer (CHIO)

(2020) Mohammed Azmi Al-Betar et al.   NEURAL COMPUTING & APPLICATIONS

Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review

(2020) Essam H. Houssein et al.   EXPERT SYSTEMS WITH APPLICATIONS

Breast cancer detection using deep convolutional neural networks and support vector machines

(2019) Dina A. Ragab et al.   PeerJ

An evolutionary deep belief network extreme learning-based for breast cancer diagnosis

(2019) Somayeh Ronoud et al.   SOFT COMPUTING

A novel intelligent classification model for breast cancer diagnosis

(2019) Na Liu et al.   INFORMATION PROCESSING & MANAGEMENT

Breast Cancer Diagnosis Using Feature Ensemble Learning Based on Stacked Sparse Autoencoders and Softmax Regression

(2019) Vinod Jagannath Kadam et al.   JOURNAL OF MEDICAL SYSTEMS

Efficient feature selection using one-pass generalized classifier neural network and binary bat algorithm with a novel fitness function

(2019) Akshata K. Naik et al.   SOFT COMPUTING

Effective K-nearest neighbor classifications for Wisconsin breast cancer data sets

(2019) Zohaib Mushtaq et al.   JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS

An improved random forest-based rule extraction method for breast cancer diagnosis

(2019) Sutong Wang et al.   APPLIED SOFT COMPUTING

Simultaneous feature weighting and parameter determination of Neural Networks using Ant Lion Optimization for the classification of breast cancer

(2019) Singh Dalwinder et al.   Biocybernetics and Biomedical Engineering

A new fusion of grey wolf optimizer algorithm with a two-phase mutation for feature selection

(2019) Mohamed Abdel-Basset et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel integrated diagnosis method for breast cancer detection

(2019) Amin Ul Haq et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Machine learning techniques for breast cancer computer aided diagnosis using different image modalities: A systematic review

(2018) Nisreen I.R. Yassin et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A support vector machine-based ensemble algorithm for breast cancer diagnosis

(2018) Haifeng Wang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Particle Swarm Optimization Feature Selection for Breast Cancer Recurrence Prediction

(2018) Sapiah Binti Sakri et al.   IEEE Access

Breast Cancer Detection Using Infrared Thermal Imaging and a Deep Learning Model

(2018) Sebastien Mambou et al.   SENSORS

Association of reproductive factors with the incidence of breast cancer in Gulf Cooperation Council countries

(2018) K. Ravichandran et al.   EASTERN MEDITERRANEAN HEALTH JOURNAL

Improved salp swarm algorithm based on particle swarm optimization for feature selection

(2018) Rehab Ali Ibrahim et al.   Journal of Ambient Intelligence and Humanized Computing

Feature selection based on artificial bee colony and gradient boosting decision tree

(2018) Haidi Rao et al.   APPLIED SOFT COMPUTING

A new nested ensemble technique for automated diagnosis of breast cancer

(2018) Moloud Abdar et al.   PATTERN RECOGNITION LETTERS

A dynamic gradient boosting machine using genetic optimizer for practical breast cancer prognosis

(2018) Hongya Lu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Electronic Health Record Driven Prediction for Gestational Diabetes Mellitus in Early Pregnancy

(2017) Hang Qiu et al.   Scientific Reports

An immune-inspired semi-supervised algorithm for breast cancer diagnosis

(2016) Lingxi Peng et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A hybrid cost-sensitive ensemble for imbalanced breast thermogram classification

(2015) Bartosz Krawczyk et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Breast cancer diagnosis using Genetically Optimized Neural Network model

(2015) Arpit Bhardwaj et al.   EXPERT SYSTEMS WITH APPLICATIONS

A new classifier for breast cancer detection based on Naïve Bayesian

(2015) Murat Karabatak   MEASUREMENT

Breast cancer diagnosis using GA feature selection and Rotation Forest

(2015) Emina Aličković et al.   NEURAL COMPUTING & APPLICATIONS

Machine learning applications in cancer prognosis and prediction

(2015) Konstantina Kourou et al.   Computational and Structural Biotechnology Journal

Fast Implementation of DeLong’s Algorithm for Comparing the Areas Under Correlated Receiver Operating Characteristic Curves

(2014) Xu Sun et al.   IEEE SIGNAL PROCESSING LETTERS

Computer-aided detection of breast cancer on mammograms: A swarm intelligence optimized wavelet neural network approach

(2014) J. Dheeba et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Breast cancer in China

(2014) Lei Fan et al.   LANCET ONCOLOGY

A hybrid intelligent system for medical data classification

(2013) Manjeevan Seera et al.   EXPERT SYSTEMS WITH APPLICATIONS

The descriptive epidemiology of female breast cancer: An international comparison of screening, incidence, survival and mortality

(2012) Danny R. Youlden et al.   Cancer Epidemiology

Application of classification techniques on development an early-warning system for chronic illnesses

(2012) Chih-Hung Jen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Global cancer statistics

(2011) Ahmedin Jemal et al.   CA-A CANCER JOURNAL FOR CLINICIANS

A support vector machine classifier with rough set-based feature selection for breast cancer diagnosis

(2011) Hui-Ling Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Diagnostic study on arrhythmia cordis based on particle swarm optimization-based support vector machine

(2010) Sheng-wei Fei   EXPERT SYSTEMS WITH APPLICATIONS

Intelligible Support Vector Machines for Diagnosis of Diabetes Mellitus

(2010) Nahla Barakat et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Age at diagnosis of breast cancer in Arab nations

(2010) Hesahm Najjar et al.   International Journal of Surgery

Toward breast cancer survivability prediction models through improving training space

(2009) Jaree Thongkam et al.   EXPERT SYSTEMS WITH APPLICATIONS

GSA: A Gravitational Search Algorithm

(2009) Esmat Rashedi et al.   INFORMATION SCIENCES

Support vector machines combined with feature selection for breast cancer diagnosis

(2008) Mehmet Fatih Akay   EXPERT SYSTEMS WITH APPLICATIONS