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Signal and Image Analysis for Biomedical and Life Sciences
With an emphasis on applications of computational models for solving modern challenging problems in biomedical and life sciences, this book aims to...
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Visual Analytics of Signalling Pathways Using Time Profiles
Data visualisation is usually a crucial first step in analysing and exploring large-scale complex data. The visualisation of proteomics time-course...
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Digital Image Processing and Analysis for Activated Sludge Wastewater Treatment
Activated sludge system is generally used in wastewater treatment plants for processing domestic influent. Conventionally the activated sludge...
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Modeling of Testosterone Regulation by Pulse-Modulated Feedback
The continuous part of a hybrid (pulse-modulated) model of testosterone (Te) feedback regulation in the human male is extended with...
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Pollen Image Classification Using the Classifynder System: Algorithm Comparison and a Case Study on New Zealand Honey
We describe an investigation into how Massey University’s Pollen Classifynder can accelerate the understanding of pollen and its role in nature. The...
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Tracking of EEG Activity Using Motion Estimation to Understand Brain Wiring
The fundamental step in brain research deals with recording electroencephalogram (EEG) signals and then investigating the recorded signals...
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Identification of the Reichardt Elementary Motion Detector Model
The classical Hassenstein-Reichardt mathematical elementary motion detector (EMD) model is treated analytically. The EMD is stimulated with drifting...
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Hybrid Algorithms for Multiple Change-Point Detection in Biological Sequences
Array comparative genomic hybridization (aCGH) is one of the techniques that can be used to detect copy number variations in DNA sequences in high...
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Multi-complexity Ensemble Measures for Gait Time Series Analysis: Application to Diagnostics, Monitoring and Biometrics
Previously, we have proposed to use complementary complexity measures discovered by boosting-like ensemble learning for the enhancement of...
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A Complete System for 3D Reconstruction of Roots for Phenotypic Analysis
Here we present a complete system for 3D reconstruction of roots grown in a transparent gel medium or washed and suspended in water. The system is...
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Classifying Epileptic EEG Signals with Delay Permutation Entropy and Multi-scale K-Means
Most epileptic EEG classification algorithms are supervised and require large training datasets, that hinder their use in real time applications....
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Towards Automated Quantitative Vasculature Understanding via Ultra High-Resolution Imagery
This chapter presents an approach to processing ultra high-resolution, large-size biomedical imaging data for the purposes of detecting and...
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Development of a Motion Capturing and Load Analyzing System for Caregivers Aiding a Patient to Sit Up in Bed
This research was carried out to analyze the actions of caregivers when aiding a patient to sit up in bed. The new system showed that three...
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Stochastic Anomaly Detection in Eye-Tracking Data for Quantification of Motor Symptoms in Parkinson’s Disease
Two methods for distinguishing between healthy controls and patients diagnosed with Parkinson’s disease by means of recorded smooth pursuit eye...
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Cloud Based Toolbox for Image Analysis, Processing and Reconstruction Tasks
This chapter describes a novel way of carrying out image analysis, reconstruction and processing tasks using cloud based service provided on the...
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Cancer Bioinformatics
This book provides a framework for computational researchers studying the basics of cancer through comparative analyses of omic data. It discusses...
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Biomedical Image Registration 6th International Workshop, WBIR 2014, London, UK, July 7-8, 2014, Proceedings
This book constitutes the refereed proceedings of the 6th International Workshop on Biomedical Image Registration, WBIR 2014, held in London, UK, in...
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Deformable Registration of Multi-modal Microscopic Images Using a Pyramidal Interactive Registration-Learning Methodology
Co-registration of multi-modal microscopic images can integrate benefits of each modality, yet major challenges come from inherent difference between...
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Registration of Image Sequences from Experimental Low-Cost Fundus Camera
This paper describes new registration approach for registration of low SNR retinal image sequences. We combine two approaches - Fourier-based method...
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4D Liver Ultrasound Registration
In this paper we present a rigid registration approach for 4D ultrasound (US) datasets, where images are registered over time. The 3D registration...