Automated microscopic image analysis for leukocytes identification: A survey

M Saraswat, KV Arya - Micron, 2014 - Elsevier
Automatic quantification and classification of leukocytes in microscopic images are of
paramount importance in the perspective of disease identification, its progress and drugs …

Automatic detection and classification of leukocytes using convolutional neural networks

J Zhao, M Zhang, Z Zhou, J Chu, F Cao - Medical & biological engineering …, 2017 - Springer
The detection and classification of white blood cells (WBCs, also known as Leukocytes) is a
hot issue because of its important applications in disease diagnosis. Nowadays the …

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

SH Rezatofighi, H Soltanian-Zadeh - Computerized Medical Imaging and …, 2011 - Elsevier
This paper proposes image processing algorithms to recognize five types of white blood
cells in peripheral blood automatically. First, a method based on Gram–Schmidt …

Topological proteomics, toponomics, MELK-technology

W Schubert - Proteomics of Microorganisms: Fundamental Aspects …, 2003 - Springer
MELK is an ultrasensitive topological proteomics technology analysing proteins on the
single cell level (Multi-Epitope-Ligand-'Kartographie'). It can trace out large scale protein …

Benchmarking HEp-2 cells classification methods

P Foggia, G Percannella, P Soda… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
In this paper, we report on the first edition of the HEp-2 Cells Classification contest, held at
the 2012 edition of the International Conference on Pattern Recognition, and focused on …

Cell segmentation, tracking, and mitosis detection using temporal context

F Yang, MA Mackey, F Ianzini, G Gallardo… - … Conference on Medical …, 2005 - Springer
Abstract The Large Scale Digital Cell Analysis System (LSDCAS) developed at the
University of Iowa provides capabilities for extended-time live cell image acquisition. This …

A machine learning assisted, label-free, non-invasive approach for somatic reprogramming in induced pluripotent stem cell colony formation detection and prediction

K Fan, S Zhang, Y Zhang, J Lu, M Holcombe… - Scientific reports, 2017 - nature.com
During cellular reprogramming, the mesenchymal-to-epithelial transition is accompanied by
changes in morphology, which occur prior to iPSC colony formation. The current approach …

Indirect immunofluorescence in autoimmune diseases: assessment of digital images for diagnostic purpose

A Rigon, P Soda, D Zennaro… - Cytometry Part B …, 2007 - Wiley Online Library
Background: The recommended method for antinuclear antibodies (ANA) detection is
indirect immunofluorescence (IIF). To pursue a high image quality without artefacts and …

Automated segmentation of the melanocytes in skin histopathological images

C Lu, M Mahmood, N Jha… - IEEE journal of biomedical …, 2013 - ieeexplore.ieee.org
In the diagnosis of skin melanoma by analyzing histopathological images, the detection of
the melanocytes in the epidermis area is an important step. However, the detection of …

[图书][B] Biomedical signal analysis: Contemporary methods and applications

FJ Theis, A Meyer-Bäse - 2010 - books.google.com
A comprehensive introduction to innovative methods in the field of biomedical signal
analysis, covering both theory and practice. Biomedical signal analysis has become one of …