[HTML][HTML] A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and …

M Rahimzadeh, A Attar - Informatics in medicine unlocked, 2020 - Elsevier
In this paper, we have trained several deep convolutional networks with introduced training
techniques for classifying X-ray images into three classes: normal, pneumonia, and COVID …

A fully automated deep learning-based network for detecting COVID-19 from a new and large lung CT scan dataset

M Rahimzadeh, A Attar, SM Sakhaei - Biomedical Signal Processing and …, 2021 - Elsevier
This paper aims to propose a high-speed and accurate fully-automated method to detect
COVID-19 from the patient's chest CT scan images. We introduce a new dataset that …

[HTML][HTML] A review of different deep learning techniques for sperm fertility prediction

M Suleman, M Ilyas, MIU Lali, HT Rauf… - AIMS Mathematics, 2023 - aimspress.com
Sperm morphology analysis (SMA) is a significant factor in diagnosing male infertility.
Therefore, healthy sperm detection is of great significance in this process. However, the …

Faster region convolutional neural network and semen tracking algorithm for sperm analysis

D Somasundaram, M Nirmala - Computer Methods and Programs in …, 2021 - Elsevier
Background and objectives Semen analysis is a primary and mandatory procedure to
evaluate the infertility during clinical examination. This procedure includes the analysis and …

Deep Learning-Based Precision Analysis for Acrosome Reaction by Modification of Plasma Membrane in Boar Sperm

M Park, H Yoon, BH Kang, H Lee, J An, T Lee… - Animals, 2023 - mdpi.com
Simple Summary The acrosome reaction (AR) is one of the important factors in assessing
sperm infertility. However, the accuracy of these assessments may be influenced by the …

Detecting and counting pistachios based on deep learning

M Rahimzadeh, A Attar - Iran Journal of Computer Science, 2022 - Springer
Pistachios are nutritious nuts that are sorted based on the shape of their shell into two
categories: Open mouth and Closed mouth. The open-mouth pistachios are higher in price …

Detection of sperm cells by single-stage and two-stage deep object detectors

M Yuzkat, HO Ilhan, N Aydin - Biomedical Signal Processing and Control, 2023 - Elsevier
Today, infertility is a common health concern that affects approximately 15%–20% of the
world population. The evaluation of male patients with infertility includes diverse …

A method for sperm activity analysis based on feature point detection network in deep learning

Z Chen, J Yang, C Luo, C Zhang - Frontiers in Computer Science, 2022 - frontiersin.org
Sperm motility is an important index to evaluate semen quality. Computer-assisted sperm
analysis (CASA) is based on the sperm image, through the image-processing algorithm to …

Multistage optimization using a modified gaussian mixture model in sperm motility tracking

M Alameri, K Hasikin, NA Kadri… - … Methods in Medicine, 2021 - Wiley Online Library
Infertility is a condition whereby pregnancy does not occur despite having unprotected
sexual intercourse for at least one year. The main reason could originate from either the …

Early prediction of Covid-19 using modified convolutional neural networks

A Srinivasulu, U Neelakantan, T Barua… - Data Analytics …, 2022 - taylorfrancis.com
COVID-19 virus development is one of the most broadly perceived kind of diseases. The
chapter accomplished many deep learning convolutional networks with prior training …