A 3D attention networks for classification of white blood cells from microscopy hyperspectral images

Deep Learning-Based Framework for In Vivo Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain

(2019) Himar Fabelo et al.   SENSORS

Comparison of traditional image processing and deep learning approaches for classification of white blood cells in peripheral blood smear images

(2019) Roopa B. Hegde et al.   Biocybernetics and Biomedical Engineering

Image Thresholding Improves 3-Dimensional Convolutional Neural Network Diagnosis of Different Acute Brain Hemorrhages on Computed Tomography Scans

(2019) Justin Ker et al.   SENSORS

Automated brain histology classification using machine learning

(2019) Justin Ker et al.   JOURNAL OF CLINICAL NEUROSCIENCE

Medical Hyperspectral Image Classification Based on End-to-End Fusion Deep Neural Network

(2019) Xueling Wei et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

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

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

Fine-grained leukocyte classification with deep residual learning for microscopic images

(2018) Feiwei Qin et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Raman detection and identification of normal and leukemic hematopoietic cells

(2018) Stefano Managò et al.   Journal of Biophotonics

Raman microscopy based sensing of leukemia cells: A review

(2018) Stefano Managò et al.   OPTICS AND LASER TECHNOLOGY

Deep Learning Applications in Medical Image Analysis

(2018) Justin Ker et al.   IEEE Access

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

(2018) Nicolas Coudray et al.   NATURE MEDICINE

Quantitative analysis of liver tumors at different stages using microscopic hyperspectral imaging technology

(2018) Jiansheng Wang et al.   JOURNAL OF BIOMEDICAL OPTICS

Deep convolutional neural networks for classifying head and neck cancer using hyperspectral imaging

(2017) Martin Halicek et al.   JOURNAL OF BIOMEDICAL OPTICS

Detection and delineation of squamous neoplasia with hyperspectral imaging in a mouse model of tongue carcinogenesis

(2017) Guolan Lu et al.   Journal of Biophotonics

White blood cell differential count of maturation stages in bone marrow smear using dual-stage convolutional neural networks

(2017) Jin Woo Choi et al.   PLoS One

White blood cells identification system based on convolutional deep neural learning networks

(2017) A.I. Shahin et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A Minimum Spanning Forest-Based Method for Noninvasive Cancer Detection With Hyperspectral Imaging

(2016) Robert Pike et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

(2016) Yushi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A spectral and morphologic method for white blood cell classification

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

Red Blood Cell Count Automation Using Microscopic Hyperspectral Imaging Technology

(2015) Qingli Li et al.   APPLIED SPECTROSCOPY

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

(2015) Jaroonrut Prinyakupt et al.   Biomedical Engineering Online

Skin cells segmentation algorithm based on spectral angle and distance score

(2015) Qingli Li et al.   OPTICS AND LASER TECHNOLOGY

Medical hyperspectral imaging: a review

(2014) Guolan Lu et al.   JOURNAL OF BIOMEDICAL OPTICS

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

(2014) Sedat Nazlibilek et al.   MEASUREMENT

Automated microscopic image analysis for leukocytes identification: A survey

(2014) Mukesh Saraswat et al.   MICRON

Hyperspectral Imaging in the Medical Field: Present and Future

(2013) Mihaela Antonina Calin et al.   APPLIED SPECTROSCOPY REVIEWS

Advances in Spectral-Spatial Classification of Hyperspectral Images

(2012) M. Fauvel et al.   PROCEEDINGS OF THE IEEE

The rate of manual peripheral blood smear reviews in outpatients

(2009) Paul Froom et al.   CLINICAL CHEMISTRY AND LABORATORY MEDICINE