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Classification of acute leukemia sub-types using artificial neural network
(Universiti Malaysia Perlis (UniMAP), 2012-06-18)
This paper presents a study on sub-types classification of acute leukemia using artificial neural networks. Thirteen morphologival features have been extracted from acute leukemia cells and used as the neural network inputs ...
Image enhancement techniques for thalassaemia images using bright, dark and partial contrast stretching method
(Universiti Malaysia Perlis (UniMAP), 2012-06-18)
Image enhancement techniques are used as pre-processing tools in digital image processing. The purpose of this technique is to improve the quality of image without knowledge about the source of degradation. The image results ...
Injected fuel flow forecasting with Online Sequential Extreme Learning Machine
(Universiti Malaysia Perlis (UniMAP), 2012-06-18)
This study deals with Online Sequential Extreme Learning Machine (OS-ELM) modeling
of a gasoline engine to predict the injected fuel flow of the engine. The single hidden layer
feedforward networks (SLFN) trained by ...
Combination of local and dark stretching for Ziehl-Neelsen TB bacilli slide images in tissue and sputum samples
(Universiti Malaysia Perlis (UniMAP), 2012-06-18)
Tuberculosis is an infectious and dangerous disease which can spread through the air when the infected person coughed, sneezed or spited. Sputum and tissue sample analysis is a common method for extra-pulmonary and pulmonary ...
A simple adaptive fuzzy logic controller base on shifting of the membership function
(Institute of Electrical and Electronics Engineers (IEEE), 2012-03-23)
This paper introduces an Adaptive Fuzzy Logic Control (AFLC) for dynamic system. The parameters to be adjusted are the universe of discourse (UOD). The modification also performed by the adaptation mechanism shifts the ...
Colour image enhancement using dark, local and global stretching techniques for screening of Myelodysplatic Syndrome (MDS)
(Universiti Malaysia Perlis (UniMAP), 2012-06-18)
Myelodysplastic Syndrome (MDS) is a heterogenous group of disorders which are characterized by clonal and ineffective hematopoiesis. Peripheral blood smear or bone marrow aspirates smear analysis under microscope is a ...
Comparison for partial and dark contrast stretching on abnormal bone marrow slide images for leukemia screening
(Universiti Malaysia Perlis (UniMAP), 2012-06-18)
Image enhancement is often carried out on medical images to improve the quality of the
images for further analysis that needs to be done afterwards. It is the most fundamental digital
image processing approach done on ...
An overview of acute leukemia: Blood cell segmentation and classification
(Universiti Malaysia Perlis (UniMAP), 2012-06-18)
Morphological evaluation and classification of peripheral blood and bone marrow samples is one of the standard diagnostic procedures for acute leukemia. The morphological diagnosis involves manually distinguishing cells ...
Adaptive neuro-controller based on IMAC scheme for InnoSAT control
(Universiti Malaysia Perlis (UniMAP), 2012-06-18)
In this paper, an Adaptive Neuro-Controller (ANC) based on Internal Model Adaptive
Control (IMAC) scheme is developed to adjust the control parameters for the InnoSAT attitude.
Controller architecture, which is combination ...
Detection of tubercle bacilli in Ziehl-Neelsen stained sputum slide images using Hu’s moment and HMLP network
(Universiti Malaysia Perlis (UniMAP), 2012-06-18)
Manual screening by light microscopy is the most widely used method for tubercle bacilli detection in the developing country. However, it is a time consuming and labour-intensive process. In this paper, a method using image ...