Computational Technique Based on Machine Learning and Image Processing for Medical Image Analysis of Breast Cancer Diagnosis

A Survey of k Nearest Neighbor Algorithms for Solving the Class Imbalanced Problem

(2021) Bo Sun et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

BCD-WERT: a novel approach for breast cancer detection using whale optimization based efficient features and extremely randomized tree algorithm

(2021) Shafaq Abbas et al.   PeerJ Computer Science

Gene Expression-Assisted Cancer Prediction Techniques

(2021) Tanima Thakur et al.   Journal of Healthcare Engineering

Chest CT Findings and Differential Diagnosis of Mycoplasma pneumoniae Pneumonia and Mycoplasma pneumoniae Combined with Streptococcal Pneumonia in Children

(2021) Jing Wang et al.   Journal of Healthcare Engineering

A Novel Approach to Classifying Breast Cancer Histopathology Biopsy Images Using Bilateral Knowledge Distillation and Label Smoothing Regularization

(2021) Sushovan Chaudhury et al.   Computational and Mathematical Methods in Medicine

Blockchain and PUF-Based Lightweight Authentication Protocol for Wireless Medical Sensor Networks

(2021) Weizheng Wang et al.   IEEE Internet of Things Journal

MH-COVIDNet: Diagnosis of COVID-19 using deep neural networks and meta-heuristic-based feature selection on X-ray images

(2020) Murat Canayaz   Biomedical Signal Processing and Control

Noniterative Sparse LS-SVM Based on Globally Representative Point Selection

(2020) Yuefeng Ma et al.   IEEE Transactions on Neural Networks and Learning Systems

A Machine Learning Approach for Identifying Gene Biomarkers Guiding the Treatment of Breast Cancer

(2019) Ashraf Abou Tabl et al.   Frontiers in Genetics

EMS-Net: Ensemble of Multiscale Convolutional Neural Networks for Classification of Breast Cancer Histology Images

(2019) Zhanbo Yang et al.   NEUROCOMPUTING

Implementation of nature-inspired optimization algorithms in some data mining tasks

(2019) A.M. Hemeida et al.   Ain Shams Engineering Journal

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

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

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

(2018) Freddie Bray et al.   CA-A CANCER JOURNAL FOR CLINICIANS

A new nested ensemble technique for automated diagnosis of breast cancer

(2018) Moloud Abdar et al.   PATTERN RECOGNITION LETTERS

Medical breast ultrasound image segmentation by machine learning

(2018) Yuan Xu et al.   ULTRASONICS

Convolutional neural network improvement for breast cancer classification

(2018) Fung Fung Ting et al.   EXPERT SYSTEMS WITH APPLICATIONS

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

(2017) Babak Ehteshami Bejnordi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Contrast-enhanced Digital Mammography: A Single-Institution Experience of the First 208 Cases

(2016) Tiffany C. Lewis et al.   Breast Journal

Association Between Changes in Mammographic Image Features and Risk for Near-Term Breast Cancer Development

(2016) Maxine Tan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING