WBC image classification and generative models based on convolutional neural network

Image and clinical analysis of common carotid web: a case report

(2021) Man Gao et al.   BMC MEDICAL IMAGING

A deep learning approach for mitosis detection: Application in tumor proliferation prediction from whole slide images

(2021) Ramin Nateghi et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Multi-feature representation for burn depth classification via burn images

(2021) Bob Zhang et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Transfer learning in medical image segmentation: New insights from analysis of the dynamics of model parameters and learned representations

(2021) Davood Karimi et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Mitotic nuclei analysis in breast cancer histopathology images using deep ensemble classifier

(2021) Anabia Sohail et al.   MEDICAL IMAGE ANALYSIS

Image quality assessment of pediatric chest and abdomen CT by deep learning reconstruction

(2021) Haesung Yoon et al.   BMC MEDICAL IMAGING

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

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

An Automatic Nucleus Segmentation and CNN Model based Classification Method of White Blood Cell

(2020) Partha Pratim Banik et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of white blood cells using deep features obtained from Convolutional Neural Network models based on the combination of feature selection methods

(2020) Mesut Toğaçar et al.   APPLIED SOFT COMPUTING

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

(2020) A.M. Patil et al.   IRBM

Recent computational methods for white blood cell nuclei segmentation: A comparative study

(2019) Alan R. Andrade et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

White blood cells detection and classification based on regional convolutional neural networks

(2019) Hüseyin Kutlu et al.   MEDICAL HYPOTHESES

A novel algorithm for segmentation of leukocytes in peripheral blood

(2018) Haichao Cao et al.   Biomedical Signal Processing and Control

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

(2018) Daniel S. Kermany et al.   CELL

Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network

(2018) U. Rajendra Acharya et al.   Future Generation Computer Systems-The International Journal of eScience

CNN-Based Projected Gradient Descent for Consistent CT Image Reconstruction

(2018) Harshit Gupta et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

DeepNAT: Deep convolutional neural network for segmenting neuroanatomy

(2018) Christian Wachinger et al.   NEUROIMAGE

Combining Convolutional Neural Network With Recursive Neural Network for Blood Cell Image Classification

(2018) Gaobo Liang et al.   IEEE Access

Generative Adversarial Networks for Noise Reduction in Low-Dose CT

(2017) Jelmer M. Wolterink et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Blood smear analyzer for white blood cell counting: A hybrid microscopic image analyzing technique

(2016) Pramit Ghosh et al.   APPLIED SOFT COMPUTING

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A spectral and morphologic method for white blood cell classification

(2016) Qian Wang et al.   OPTICS AND LASER TECHNOLOGY

Segmentation of white blood cells and comparison of cell morphology by linear and naïve Bayes classifiers

(2015) Jaroonrut Prinyakupt et al.   Biomedical Engineering Online

Leucocyte classification for leukaemia detection using image processing techniques

(2014) Lorenzo Putzu et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Automatic segmentation, counting, size determination and classification of white blood cells

(2014) Sedat Nazlibilek et al.   MEASUREMENT

Semiautomatic White Blood Cell Segmentation Based on Multiscale Analysis

(2012) L. B. Dorini et al.   IEEE Journal of Biomedical and Health Informatics

Automatic recognition of five types of white blood cells in peripheral blood

(2011) Seyed Hamid Rezatofighi et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

In vivo labeling with 2H2O reveals a human neutrophil lifespan of 5.4 days

(2010) J. Pillay et al.   BLOOD

Leukocyte Nucleus Segmentation and Nucleus Lobe Counting

(2010) Yung-Kuan Chan et al.   BMC BIOINFORMATICS