Adaptive blood cell segmentation and hybrid Learning-based blood cell classification: A Meta-heuristic-based model

Multilevel thresholding image segmentation based on improved volleyball premier league algorithm using whale optimization algorithm

(2021) Mohamed Abd Elaziz et al.   MULTIMEDIA TOOLS AND APPLICATIONS

BloodCaps: A capsule network based model for the multiclassification of human peripheral blood cells

(2021) Fei Long et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Improving blood cells classification in peripheral blood smears using enhanced incremental training

(2021) Rabiah Al-qudah et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Classification of immature white blood cells in acute lymphoblastic leukemia L1 using neural networks particle swarm optimization

(2021) Rosi Indah Agustin et al.   NEURAL COMPUTING & APPLICATIONS

A self-adaptive approach for white blood cell classification towards point-of-care testing

(2021) Na Dong et al.   APPLIED SOFT COMPUTING

Automatic Blood-Cell Classification via Convolutional Neural Networks and Transfer Learning

(2021) Luis Claudio Soto-Ayala et al.   IEEE Latin America Transactions

Performance Improvement in Brain Tumor Detection in MRI Images Using a Combination of Evolutionary Algorithms and Active Contour Method

(2021) Mahtab Saeidifar et al.   JOURNAL OF DIGITAL IMAGING

Semi-supervised learning with deep convolutional generative adversarial networks for canine red blood cells morphology classification

(2020) Kitsuchart Pasupa et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Interpolative Leishman-Stained transformation invariant deep pattern classification for white blood cells

(2020) M. P. Karthikeyan et al.   SOFT COMPUTING

Efficient Classification of White Blood Cell Leukemia with Improved Swarm Optimization of Deep Features

(2020) Ahmed T. Sahlol et al.   Scientific Reports

Combining DC-GAN with ResNet for blood cell image classification

(2020) Li Ma et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Diagnosis support of sickle cell anemia by classifying red blood cell shape in peripheral blood images

(2020) Wilkie Delgado-Font et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

A Novel Solution of Using Deep Learning for White Blood Cells Classification: Enhanced Loss Function with Regularization and Weighted Loss (ELFRWL)

(2020) Jaya Basnet et al.   NEURAL PROCESSING LETTERS

Improved Classification of White Blood Cells with the Generative Adversarial Network and Deep Convolutional Neural Network

(2020) Khaled Almezhghwi et al.   Computational Intelligence and Neuroscience

White Blood Cells Image Classification Using Deep Learning with Canonical Correlation Analysis

(2020) A.M. Patil et al.   IRBM

Analysis of Microarray Data by Empirical Wavelet Transform for Cancer Classification Using Block by Block Method

(2020) S. Jayanthi et al.   Journal of Medical Imaging and Health Informatics

Attention-Aware Residual Network Based Manifold Learning for White Blood Cells Classification

(2020) Pu Huang et al.   IEEE Journal of Biomedical and Health Informatics

Blood Cell Classification Based on Hyperspectral Imaging With Modulated Gabor and CNN

(2019) Qian Huang et al.   IEEE Journal of Biomedical and Health Informatics

Development of a Robust Algorithm for Detection of Nuclei and Classification of White Blood Cells in Peripheral Blood Smear Images

(2018) Roopa B. Hegde et al.   JOURNAL OF MEDICAL SYSTEMS

Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm

(2015) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Automated Screening System for Acute Myelogenous Leukemia Detection in Blood Microscopic Images

(2014) Sos Agaian et al.   IEEE Systems Journal

Automatic Area Classification in Peripheral Blood Smears

(2010) Wei Xiong et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Framework for White Blood Cell Segmentation in Microscopic Blood Images Using Digital Image Processing

(2009) Farnoosh Sadeghian et al.   BIOLOGICAL PROCEDURES ONLINE

Application of Support Vector Machine and Genetic Algorithm for Improved Blood Cell Recognition

(2008) S. Osowski et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT