Traditional and deep‐based techniques for end‐to‐end automated karyoty**: A review

R Remani Sathyan, G Chandrasekhara Menon… - Expert …, 2022 - Wiley Online Library
In the field of cytogenetics, chromosome image analysis or karyoty** from metaphase
images plays an imperative role in the diagnosis, prognosis and treatment assessment of …

Deep learning base modified MLP model for precise scattering parameter prediction of capacitive feed antenna

N Calik, MA Belen, P Mahouti - International journal of …, 2020 - Wiley Online Library
The relations between the antennas' geometrical parameters and design specifications
usually consist of linear and nonlinear components. Especially with the increase of the …

Detection of ring cell cancer in histopathological images with region of interest determined by SLIC superpixels method

C Budak, V Mençik - Neural Computing and Applications, 2022 - Springer
Gastric cancer is the sixth most common cancer and the fourth leading cause of cancer
deaths worldwide. Gastric cancer presents with a more insidious onset and is most …

Artificial intelligence–based design optimization of nonuniform microstrip line band pass filter

T Mahouti, T Yıldırım… - International Journal of …, 2021 - Wiley Online Library
Abstract Design optimization of many electromagnetic and multiphysics problems have
multiscale issues that require a fast, efficient, and accurate surrogate‐based model to be …

Application of artificial intelligence algorithms on modeling of reflection phase characteristics of a nonuniform reflectarray element

P Mahouti - … Modelling: Electronic Networks, Devices and Fields, 2020 - Wiley Online Library
Reflectarray antennas (RAs) have the ability to combine the advantages of both traditional
parabolic reflector and phased array antennas without the need for feed network designs …

Classification of analyzable metaphase images using transfer learning and fine tuning

A Albayrak - Medical & Biological Engineering & Computing, 2022 - Springer
Chromosomes are bodies that contain human genetic information. Chromosomal disorders
can cause structural and functional disorders in individuals. Detecting the metaphase stages …

[HTML][HTML] A Circular Box-Based Deep Learning Model for the Identification of Signet Ring Cells from Histopathological Images

S Albahli, T Nazir - Bioengineering, 2023 - mdpi.com
Signet ring cell (SRC) carcinoma is a particularly serious type of cancer that is a leading
cause of death all over the world. SRC carcinoma has a more deceptive onset than other …

An improved deep convolutional neural network architecture for chromosome abnormality detection using hybrid optimization model

N Nimitha, P Ezhumalai… - Microscopy Research …, 2022 - Wiley Online Library
Chromosomes are thread‐like structures located in the cell nucleus that contains the human
body blueprint. Chromosome analysis is also known as karyoty** is the test taken to …

Estimation of the scattering parameter at the resonance frequency of the UHF band of the e-shaped RFID antenna using machine learning techniques

İ Akdağ, C Göçen, M Palandöken… - 2020 4th International …, 2020 - ieeexplore.ieee.org
In this paper, a study on the estimation of the scattering parameters of the operating
resonance frequency in the Ultra High Frequency (UHF) band of the E-shaped RFID …

Bandpass filter design using deep neural network and differential evolution algorithm

B Şenel, FA Şenel - Arabian Journal for Science and Engineering, 2022 - Springer
In this study, we have used a hybrid approach to design parallel-coupled microstrip
bandpass filters. It can take a long time to design a parallel-coupled microstrip bandpass …