Search Results - "Özkan, Mehmed"
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1
Newborn jaundice determination by reflectance spectroscopy using multiple polynomial regression, neural network, and support vector regression
Published in Biomedical signal processing and control (01-05-2019)“…Diffuse reflectance spectroscopy is a non-destructive method to obtain biochemical and physiological information by investigating the optical properties of…”
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Journal Article -
2
Determination of Neural Fiber Connections Based on Data Structure Algorithm
Published in Computational Intelligence and Neuroscience (2010)“…The brain activity during perception or cognition is mostly examined by functional magnetic resonance imaging (fMRI). However, the cause of the detected…”
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Journal Article -
3
Increasing the packing density of assays in paper-based microfluidic devices
Published in Biomicrofluidics (01-01-2021)“…Paper-based devices have a wide range of applications in point-of-care diagnostics, environmental analysis, and food monitoring. Paper-based devices can be…”
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Book Review Journal Article -
4
The development of a new orthosis (neuro-orthosis) for patients with carpal tunnel syndrome: its effect on the function and strength of the hand
Published in Prosthetics and orthotics international (01-12-2008)“…Static wrist orthoses (SWOs) are used in the treatment of carpal tunnel syndrome (CTS) with some drawbacks. As an alternate approach to SWOs, an active…”
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Journal Article -
5
Impact of subject’s physical properties on joint biomechanics: Hypermobility alters lower extremity biomechanics during knee-bearing activity
Published in Gait & posture (01-09-2023)“…Hypermobility is a physical specificity of the subject that refers to an increased range of motion in one or more joints beyond what is considered normal or…”
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Journal Article -
6
GSM Base Station Electromagnetic Radiation and Oxidative Stress in Rats
Published in Electromagnetic biology and medicine (01-01-2006)“…The ever increasing use of cellular phones and the increasing number of associated base stations are becoming a widespread source of nonionizing…”
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Journal Article -
7
Fiber tracking based on unsupervised learning
Published in 2009 4th International IEEE/EMBS Conference on Neural Engineering (01-04-2009)“…The brain white matter can be mapped noninvasively by diffusion tensor magnetic resonance image analysis. An important drawback in the determination of the…”
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Conference Proceeding -
8
Fiber Tracking: A Recursive Stack Algorithmic Approach
Published in 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01-01-2007)“…In diffusion tensor magnetic resonance imaging (DT-MRI), each voxel is assigned a tensor that describes local water diffusion. In this study, the eigenvectors…”
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Conference Proceeding Journal Article -
9
Simulated Dataset for Verification & Validation of DT-MRI Analyzing Tools
Published in 2006 International Conference of the IEEE Engineering in Medicine and Biology Society (2006)“…In diffusion tensor MRI (DT-MRI), each voxel is assigned a tensor that describes local water diffusion. In this study, a simulated DT dataset for analyzing the…”
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Conference Proceeding Journal Article -
10
Design and optimization of a fuzzy-neural hybrid controller for an artificial muscle robotic arm using genetic algorithms
Published in 2010 10th IEEE-RAS International Conference on Humanoid Robots (01-12-2010)“…Humanoids are increasingly used in the service sectors around the world to work with, or assist humans. However current humanoid designs place limitations on…”
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Conference Proceeding -
11
Utilization of MR angiography in perfusion imaging for identifying arterial input function
Published in Magma (New York, N.Y.) (01-12-2017)“…Objective This research utilizes magnetic resonance angiography (MRA) to identify arterial locations during the parametric evaluation of concentration time…”
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Journal Article -
12
SOM Based Diffusion Tensor MR Analysis
Published in 2007 5th International Symposium on Image and Signal Processing and Analysis (01-09-2007)“…Self-organizing map (SOM) is an unsupervised learning method which is used in training neural networks. It is considered to be unsupervised because the correct…”
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Conference Proceeding -
13
A Macro-Structural Dispersion Characteristic of Brain White Matter and Its Application to Bipolar Disorder
Published in IEEE transactions on biomedical engineering (01-02-2021)“…Objective: Our goal is to find distinct characteristics of brain white matter in bipolar disorder, of which the development of diagnostic imaging measures is…”
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Journal Article -
14
Real-Time Performance of a Tactile Neuroprosthesis on Awake Behaving Rats
Published in IEEE transactions on neural systems and rehabilitation engineering (01-05-2019)“…With the advancement of electrode and equipment technology, neuroprosthetics have become a promising alternative to partially compensate for the loss of…”
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Journal Article -
15
Neural-network-based segmentation of multi-modal medical images: a comparative and prospective study
Published in IEEE transactions on medical imaging (1993)“…This work presents an investigation of the potential of artificial neural networks for classification of registered magnetic resonance and X-ray computer…”
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Journal Article -
16
Evaluation of the effect of arterial input function on cerebral blood flow in MR perfusion imaging
Published in 2010 15th National Biomedical Engineering Meeting (01-04-2010)“…Cerebral blood flow (CBF) calculation in perfusion weighted imaging starts with the selection of arterial input function (AIF). CBF indicates the initial value…”
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Conference Proceeding -
17
Classification of ECG Arrythmia beats with Artificial Neural Networks
Published in 2010 15th National Biomedical Engineering Meeting (01-04-2010)“…In this study, Electrocardiographic(ECG) Arrythmias were classified by using Artificial Neural Networks (ANN). During the training process of ANN, the ECG…”
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Conference Proceeding -
18
Diffusion tensor fiber tracking based on unsupervised learning
Published in 2010 15th National Biomedical Engineering Meeting (01-04-2010)“…Using Hebbian learning rule and its special case Self-Organizing Map (SOM) as unsupervised learning, a solution is proposed for defining the fiber paths which…”
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Conference Proceeding -
19
Determination of newborn jaundice level by transcutaneous bilirubin measurement
Published in 2018 26th Signal Processing and Communications Applications Conference (SIU) (01-05-2018)“…Diffuse reflectance spectroscopy is a method for obtaining optical properties of skin to determine the biochemical and physiological information…”
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Conference Proceeding -
20
Modelling the Dynamics of an Anthropomorphic Index Digit During Flexion and Extension of PIP and DIP Joints
Published in 2020 Innovations in Intelligent Systems and Applications Conference (ASYU) (15-10-2020)“…This model is an attempt to optimize the design and control of anthropomorphic hands, and highlight some aspects that should be considered in that context…”
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Conference Proceeding