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Radiotherapy Technology Education in Iran: A Year after the COVID-19 Pandemic. 伊朗的放射治疗技术教育:2019冠状病毒病大流行一年后
Journal of Biomedical Physics and Engineering Pub Date : 2023-04-01 DOI: 10.31661/jbpe.v0i0.2105-1332
Armin Hoveidaei
{"title":"Radiotherapy Technology Education in Iran: A Year after the COVID-19 Pandemic.","authors":"Armin Hoveidaei","doi":"10.31661/jbpe.v0i0.2105-1332","DOIUrl":"https://doi.org/10.31661/jbpe.v0i0.2105-1332","url":null,"abstract":"Received: 10 May 2021 Accepted: 23 May 2021 Dear Editor, Coronavirus Disease 2019 (COVID-19) is the latest global health threat recognized for the first time in December 2019. Social distancing was announced as the most effective strategy to control the pandemic until developing a treatment, vaccine, or both [1]. This announcement led to the universities making new rules affecting the medical profession education. In Iran, students experienced an unintended temporary pause in their education which was resumed by virtual learning. Students of Bachelor of Science in radiotherapy technology (BSc. RTT) were no exception. The major consists of two main stages, clinical and pre-clinical. While many clinical fields limited their activities to the treatment of emergency cases, RT was continued almost the same as pre-COVID-19 age, as it is a lifesaving treatment [2]. Thus the clinical-stage students of BSc. RTT had the ability to continue their learning and practice in less crowded rotation groups using personal protective equipment and the observance of social distancing. However, the theoretical content was provided through national virtual systems. The first three years, BSc. RTT are dedicated to the pre-clinical stage, including theoretical and practical courses. The universities of the Ministry of Health and Medical Education (MOHME) of Iran have developed a virtual learning platform delivering theoretical educational content through a National Learning Management System called NAVID. This free, unlimited learning system causes the instructors to monitor the students, reposit the medical contents, manage courses, take quizzes, and facilitate checking the students’ homework. Although there were some deficiencies in content preparation at the start of the pandemic, the professors of RTT adapted their educational system with the new infrastructures. In some other majors, such as medicine, Iran’s Virtual University of Medical Sciences (VUMS) provided national educational content for medical doctor (MD) students all around our country. However, this university has not provided much content for BSc. RTT students. Providing national content has considerable benefits, it costs less in both money and time, and avoids duplicate work. Students can learn from the country’s best professors in each field without regard to the university at which they are studying. Virtual Learning for Practical Courses Although virtual learning has its positive points, it is not without challenges. The most difficult challenges in BSc. RTT education are for practical courses. There is still a notable lack of virtual laboratories for this field. Most practical lessons have been postponed for the post-vaccination age. However, simultaneous learning of related theoretical and practical coursLetter to Editor","PeriodicalId":38035,"journal":{"name":"Journal of Biomedical Physics and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/15/3f/JBPE-13-105.PMC10111105.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9739615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A Comparative Study of Correlation Methods in Functional Connectivity Analysis Using fMRI Data of Alzheimer's Patients. 利用阿尔茨海默病患者的 fMRI 数据进行功能连接性分析的相关方法比较研究
Journal of Biomedical Physics and Engineering Pub Date : 2023-04-01 DOI: 10.31661/jbpe.v0i0.2007-1134
Hessam Ahmadi, Emad Fatemizadeh, Ali Motie-Nasrabadi
{"title":"A Comparative Study of Correlation Methods in Functional Connectivity Analysis Using fMRI Data of Alzheimer's Patients.","authors":"Hessam Ahmadi, Emad Fatemizadeh, Ali Motie-Nasrabadi","doi":"10.31661/jbpe.v0i0.2007-1134","DOIUrl":"10.31661/jbpe.v0i0.2007-1134","url":null,"abstract":"<p><strong>Background: </strong>Functional Magnetic Resonance Imaging (fMRI) is a non-invasive neuroimaging tool, used in brain function research and is also a low-frequency signal, showing brain activation by means of Oxygen consumption.</p><p><strong>Objective: </strong>One of the reliable methods in brain functional connectivity analysis is the correlation method. In correlation analysis, the relationship between two time-series has been investigated. In fMRI analysis, the Pearson correlation is used while there are other methods. This study aims to investigate the different correlation methods in functional connectivity analysis.</p><p><strong>Material and methods: </strong>In this analytical research, based on fMRI signals of Alzheimer's Disease (AD) and healthy individuals from the ADNI database, brain functional networks were generated using correlation techniques, including Pearson, Kendall, and Spearman. Then, the global and nodal measures were calculated in the whole brain and in the most important resting-state network called Default Mode Network (DMN). The statistical analysis was performed using non-parametric permutation test.</p><p><strong>Results: </strong>Results show that although in nodal analysis, the performance of correlation methods was almost similar, in global features, the Spearman and Kendall were better in distinguishing AD subjects. Note that, nodal analysis reveals that the functional connectivity of the posterior areas in the brain was more damaged because of AD in comparison to frontal areas. Moreover, the functional connectivity of the dominant hemisphere was disrupted more.</p><p><strong>Conclusion: </strong>Although the Pearson method has limitations in capturing non-linear relationships, it is the most prevalent method. To have a comprehensive analysis, investigating non-linear methods such as distance correlation is recommended.</p>","PeriodicalId":38035,"journal":{"name":"Journal of Biomedical Physics and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/56/cf/JBPE-13-125.PMC10111107.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9754543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigation the Performance Accuracy of Contoured Dual Ring Double Scatterer System for Flat Beam Generation at Proton Therapy. 轮廓双环双散射体系统在质子治疗中产生平束的性能精度研究。
Journal of Biomedical Physics and Engineering Pub Date : 2023-04-01 DOI: 10.31661/jbpe.v0i0.2002-1066
Ahmad Esmaili Torshabi, Rouhollah Ghasemkhani
{"title":"Investigation the Performance Accuracy of Contoured Dual Ring Double Scatterer System for Flat Beam Generation at Proton Therapy.","authors":"Ahmad Esmaili Torshabi,&nbsp;Rouhollah Ghasemkhani","doi":"10.31661/jbpe.v0i0.2002-1066","DOIUrl":"https://doi.org/10.31661/jbpe.v0i0.2002-1066","url":null,"abstract":"<p><strong>Background: </strong>At proton radiotherapy, the extracted beam from accelerator is not initially suitable for tumor treatment and a modification is needed for beam shape and energy due to tumor dimension and site. One clinical strategy is the use of double scattering systems known as passive dose delivery technique to generate proper flattening, transversely.</p><p><strong>Objective: </strong>This work aims to design and simulate a new version of double scattering system and compare its performance with another available scatterer system, quantitatively.</p><p><strong>Material and methods: </strong>In this analytical study, Monte Carlo FLUKA code is utilized to simulate the performance of proposed system in generating lateral flat beam. The simulation process is very close to real experimental condition, performed at proton beam irradiation room at Tohoku University in Japan. Moreover, the presence of secondary neutrons, produced due to protons collision with proposed scattering system, is considered as main issue.</p><p><strong>Results: </strong>Final results represent that the proposed scattering system is robust to generate 40 mm flat region with an acceptable uniformity degree. Energy loss caused by current dual scatterer is more than simple ring technique, while the secondary neutrons produced by proposed system are larger than other system.</p><p><strong>Conclusion: </strong>This study simulates the performance of a new dual ring double scattering system. Final results show that there is a close correlation between proposed system and current scattering system. The only concern is about the presence of secondary neutrons mainly at high energy proton particles.</p>","PeriodicalId":38035,"journal":{"name":"Journal of Biomedical Physics and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/60/48/JBPE-13-107.PMC10111111.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9739621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reliability of Ultrasound Measurements of the Lumbar Multifidus and Transversus Abdominis Muscles during Lying and Unstable Sitting Positions in Individuals With and Without Chronic Low Back Pain. 有或无慢性腰痛患者躺卧和不稳定坐姿时腰多裂肌和腹横肌超声测量的可靠性
Journal of Biomedical Physics and Engineering Pub Date : 2023-04-01 DOI: 10.31661/jbpe.v0i0.2003-1078
Ali Bozorgmehr, Ismail Ebrahimi Takamjani, Mohammad Akbari, Reza Salehi, Holakoo Mohsenifar, Omid Rasouli
{"title":"Reliability of Ultrasound Measurements of the Lumbar Multifidus and Transversus Abdominis Muscles during Lying and Unstable Sitting Positions in Individuals With and Without Chronic Low Back Pain.","authors":"Ali Bozorgmehr,&nbsp;Ismail Ebrahimi Takamjani,&nbsp;Mohammad Akbari,&nbsp;Reza Salehi,&nbsp;Holakoo Mohsenifar,&nbsp;Omid Rasouli","doi":"10.31661/jbpe.v0i0.2003-1078","DOIUrl":"https://doi.org/10.31661/jbpe.v0i0.2003-1078","url":null,"abstract":"<p><strong>Background: </strong>The reliability studies are limited to support ultrasound usage during dynamic conditions; for example, unstable sitting position.</p><p><strong>Objective: </strong>This study aims to examine the reliability of ultrasound measurements of the lumbar multifidus and transversus abdominis during lying and unstable sitting positions in individuals with chronic low back pain (CLBP) and asymptomatic individuals considering abnormal lumbar lordosis.</p><p><strong>Material and methods: </strong>In this observational study, intrarater within-day and between-day reliability of muscle thickness and contraction ratio of the lumbar multifidus and transversus abdominis muscles were assessed using ultrasound imaging. In total, 40 participants (27 with CLBP, 13 asymptomatic individuals) with abnormal lumbar lordosis were recruited. The degree of lumbar lordosis has been measured by a flexible ruler. The muscle thickness was assessed at lying and sitting on a gym ball for both muscles in three sessions.</p><p><strong>Results: </strong>Both groups had well to high ICCs of thickness measurement and contraction ratio in the transversus abdominis and lumbar multifidus muscles during both static (ICC=0.71-0.99) and semi-dynamic conditions (ICC=0.73-0.98). The standard error of measurements and minimal detectable changes were rather small in both groups.</p><p><strong>Conclusion: </strong>Ultrasound imaging is a highly reliable method to assess muscle thicknesses and contraction ratio of the transversus abdominis and lumbar multifidus during different conditions, even in patients with CLBP and abnormal lumbar lordosis.</p>","PeriodicalId":38035,"journal":{"name":"Journal of Biomedical Physics and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/5a/db/JBPE-13-157.PMC10111103.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9379237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Revolutionary Impacts of the COVID-19 Pandemic on Mobile Health; Highlights of the Fourth Shiraz International Congress on Mobile Health. COVID-19大流行对移动医疗的革命性影响第四届设拉子国际移动医疗大会的亮点。
Journal of Biomedical Physics and Engineering Pub Date : 2023-04-01 DOI: 10.31661/jbpe.v0i0.2107-1374
Kamran Bagheri Lankarani, Seyed Jalil Masoumi, Behnam Honarvar, Amirali Mashhadiagha, Marzieh Shirvani, Seyedeh Yasamin Parvar, Marzieh Karami
{"title":"The Revolutionary Impacts of the COVID-19 Pandemic on Mobile Health; Highlights of the Fourth Shiraz International Congress on Mobile Health.","authors":"Kamran Bagheri Lankarani,&nbsp;Seyed Jalil Masoumi,&nbsp;Behnam Honarvar,&nbsp;Amirali Mashhadiagha,&nbsp;Marzieh Shirvani,&nbsp;Seyedeh Yasamin Parvar,&nbsp;Marzieh Karami","doi":"10.31661/jbpe.v0i0.2107-1374","DOIUrl":"https://doi.org/10.31661/jbpe.v0i0.2107-1374","url":null,"abstract":"<p><p>Mobile health (m-health) is considered an undeniable part of health service delivery, planning, and marketing, which has dramatically changed due to the unique situation caused by the COVID-19 pandemic. The Forth International Congress of Mobile Health, from February 14<sup>th</sup> to 16<sup>th</sup>, 2021, in Shiraz, Iran, aimed to provide a venue to exchange ideas, techniques, relevant experiments, and applications with a particular focus on the COVID-19 pandemic impacts. More than 70 experts from different countries in engineering, biomedical sciences, and humanities presented their recent experiences in m-health advancements, particularly in response to the COVID-19 outbreak. In this article, highlights of the most valuable ideas presented at the congress are concisely summarized to give scientists, entrepreneurs, policymakers, and other stakeholders a better understanding of the growing opportunities, and challenges toward the development of m-health.</p>","PeriodicalId":38035,"journal":{"name":"Journal of Biomedical Physics and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/2d/a5/JBPE-13-203.PMC10111106.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9385947","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Combination of Photothermal Therapy and Chemotherapy using Alginate-Modified Iron Oxide-Gold Nanohybrids Carrying Cisplatin. 海藻酸修饰氧化铁-金纳米杂化体载顺铂光热治疗与化疗的结合。
Journal of Biomedical Physics and Engineering Pub Date : 2023-04-01 DOI: 10.31661/jbpe.v0i0.2003-1083
Ali Ghadimi Darsajini, Mohammad Soleimani, Ruhollah Mirjani
{"title":"The Combination of Photothermal Therapy and Chemotherapy using Alginate-Modified Iron Oxide-Gold Nanohybrids Carrying Cisplatin.","authors":"Ali Ghadimi Darsajini,&nbsp;Mohammad Soleimani,&nbsp;Ruhollah Mirjani","doi":"10.31661/jbpe.v0i0.2003-1083","DOIUrl":"https://doi.org/10.31661/jbpe.v0i0.2003-1083","url":null,"abstract":"<p><strong>Background: </strong>Chemotherapy is typically the first-line treatment for the advanced stage of cancers. However, there are shortcomings with respect to conventional chemotherapy that limit therapeutic efficiency, including lack of tumor selectivity, systemic toxicity and drug resistance.</p><p><strong>Objective: </strong>A multifunctional nanoplatform was build using of hydrogel co-loaded containing cisplatin and Iron oxide-gold core-shell nanoparticles. The Au shell comprises the light response and the iron core can be utilized as a negative contrast agent in nanocomplex.</p><p><strong>Material and methods: </strong>In this experimental study, KB cells derived from the epithelial cells located in the nasopharynx were exposed to different levels of concentration of hydrogel co-loaded with cisplatin and Iron oxide-gold core-shell nanoparticles. Afterwards, the cytotoxicity was determined using MTT assay.</p><p><strong>Results: </strong>The cytotoxicity results showed that this nanoplatforms has potent to create higher cytotoxicity in KB cells than free cisplatin, so that Fe-Au@Alg and Fe-Au@Alg with cisplatin mixed with laser irradiation exhibited a significant reduction in cell viability after 5 min.</p><p><strong>Conclusion: </strong>Hydrogel co-loaded with cisplatin and Iron oxide-gold core-shell nanoparticles are stable construct to combine chemo-photothermal therapy. Therefore, they can be used as a computed tomography-traceable nanocarrie, enabling us to monitor the delivery of therapeutics.</p>","PeriodicalId":38035,"journal":{"name":"Journal of Biomedical Physics and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/e9/44/JBPE-13-117.PMC10111104.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9385949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Independent Component Analysis with Functional Neuroscience Data Analysis. 独立成分分析与功能神经科学数据分析。
Journal of Biomedical Physics and Engineering Pub Date : 2023-04-01 DOI: 10.31661/jbpe.v0i0.2111-1436
Hadeel K Aljobouri
{"title":"Independent Component Analysis with Functional Neuroscience Data Analysis.","authors":"Hadeel K Aljobouri","doi":"10.31661/jbpe.v0i0.2111-1436","DOIUrl":"https://doi.org/10.31661/jbpe.v0i0.2111-1436","url":null,"abstract":"<p><strong>Background: </strong>Independent Component Analysis (ICA) is the most common and standard technique used in functional neuroscience data analysis.</p><p><strong>Objective: </strong>In this study, two of the significant functional brain techniques are introduced as a model for neuroscience data analysis.</p><p><strong>Material and methods: </strong>In this experimental and analytical study, Electroencephalography (EEG) signal and functional Magnetic Resonance Imaging (fMRI) were analyzed and managed by the developed tool. The introduced package combines Independent Component Analysis (ICA) to recognize significant dimensions of the data in neuroscience. This study combines EEG and fMRI in the same package for analysis and comparison results.</p><p><strong>Results: </strong>The findings of this study indicated the performance of the ICA, which can be dealt with the presented easy-to-use and learn intuitive toolbox. The user can deal with EEG and fMRI data in the same module. Thus, all outputs were analyzed and compared at the same time; the users can then import the neurofunctional datasets easily and select the desired portions of the functional biosignal for further processing using the ICA method.</p><p><strong>Conclusion: </strong>A new toolbox and functional graphical user interface, running in cross-platform MATLAB, was presented and applied to biomedical engineering research centers.</p>","PeriodicalId":38035,"journal":{"name":"Journal of Biomedical Physics and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/68/91/JBPE-13-169.PMC10111109.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9739614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Evaluation of 3D Printed Anthropomorphic Head Phantom for Calibration of TLD in Eye Lens Dosimeter. 3D打印拟人头模用于眼透镜剂量计TLD校准的评估。
Journal of Biomedical Physics and Engineering Pub Date : 2023-04-01 DOI: 10.31661/jbpe.v0i0.2109-1401
Endarko Endarko, Anthonia Wahyu Pitaloka, Amalia Alik Inayah, Fakhrusy Rizqy Ramadhan, Kardianto Kardianto, Betty Rahayuningsih
{"title":"Evaluation of 3D Printed Anthropomorphic Head Phantom for Calibration of TLD in Eye Lens Dosimeter.","authors":"Endarko Endarko,&nbsp;Anthonia Wahyu Pitaloka,&nbsp;Amalia Alik Inayah,&nbsp;Fakhrusy Rizqy Ramadhan,&nbsp;Kardianto Kardianto,&nbsp;Betty Rahayuningsih","doi":"10.31661/jbpe.v0i0.2109-1401","DOIUrl":"https://doi.org/10.31661/jbpe.v0i0.2109-1401","url":null,"abstract":"<p><strong>Background: </strong>Calibration of Thermo Luminescent Dosimetry (TLD) in eye lens dosimeter requires a standard phantom. The use of anthropomorphic phantoms in calibration needs evaluation.</p><p><strong>Objective: </strong>This study aimed to analyze the angular response of the TLD on the fabricated 3D anthropomorphic head phantom and Computerized Imaging Reference Systems (CIRS)- Computed Tomography (CT) dose phantom as a standard phantom irradiated with Cs-137 and to compare the absorbed dose and linear attenuation for both phantoms. H<sub>p</sub>(3) analysis, conversion coefficient (h<sub>pK</sub>(3)), and calibration factor (CF) are also investigated.</p><p><strong>Material and methods: </strong>In this experimental study, the fabricated 3D printed anthropomorphic head phantom was analyzed using polylactic acid (PLA) with the skull and then filled with the artificial brain and cerebrospinal fluid (CSF) as a test phantom. TLD-700H and TLD Reader Harshaw 6600 plus were used to analyze the angular response of Cs-137 radiation and to determine the absorbed dose and linear attenuation coefficient of test and standard phantoms.</p><p><strong>Results: </strong>The effect of the angle of radiation source towards TLD reading at the anthropomorphic head phantom has a similar value to the standard phantom with a calibration factor ranging from 0.82 to 1. The absorbed dose measurement and the linear attenuation coefficient of the anthropomorphic head phantom with the standard phantom have different values of 2.52 and 3.78%, respectively.</p><p><strong>Conclusion: </strong>The fabricated 3D printed anthropomorphic head phantom has good potential as an alternative to standard phantoms for TLD calibration in eye lens dosimeter.</p>","PeriodicalId":38035,"journal":{"name":"Journal of Biomedical Physics and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/88/85/JBPE-13-193.PMC10111112.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9739616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of the PSO Metaheuristic Algorithm in Different Types of Sleep Apnea Diagnosis Using RR Intervals. 基于RR区间的PSO元启发式算法在不同类型睡眠呼吸暂停诊断中的评价
Journal of Biomedical Physics and Engineering Pub Date : 2023-04-01 DOI: 10.31661/jbpe.v0i0.2004-1110
Zeinab Kohzadi, Reza Safdari, Khosro Sadeghniiat Haghighi
{"title":"Evaluation of the PSO Metaheuristic Algorithm in Different Types of Sleep Apnea Diagnosis Using RR Intervals.","authors":"Zeinab Kohzadi,&nbsp;Reza Safdari,&nbsp;Khosro Sadeghniiat Haghighi","doi":"10.31661/jbpe.v0i0.2004-1110","DOIUrl":"https://doi.org/10.31661/jbpe.v0i0.2004-1110","url":null,"abstract":"<p><strong>Background: </strong>Sleep apnea is one of the most common sleep disorders that facilitating and accelerating its diagnosis will have positive results on its future trend.</p><p><strong>Objective: </strong>This study aimed to diagnosis the sleep apnea types using the optimized neural network.</p><p><strong>Material and methods: </strong>This descriptive-analytical study was done on 50 cases of patients referred to the sleep clinic of Imam Khomeini Hospital in Tehran, including 11 normal, 13 mild, 17 moderate and 9 severe cases. At the first, the data were pre-processed in three stages, then The Electrocardiogram (ECG) signal was decomposed to 8 levels using wavelet transform convert and 6 nonlinear features for the coefficients of this level and 10 features were calculated for RR Intervals. For apnea categorizing classes, the multilayer perceptron neural network was used with the backpropagation algorithm. For optimizing Multi-layered Perceptron (MLP) weights, the Particle Swarm Optimization (PSO) evolutionary optimization algorithm was used.</p><p><strong>Results: </strong>The simulation results show that the accuracy criterion in the MLP network is allied with the Backpropagation (BP) training algorithm for different types of apnea. By optimizing the weights in the MLP network structure, the accuracy criterion for modes normal, obstructive, central, mixed was obtained %96.86, %97.48, %96.23, and %96.44, respectively. These values indicate the strength of the evolutionary algorithm in improving the evaluation criteria and network accuracy.</p><p><strong>Conclusion: </strong>Due to the growth of knowledge and the complexity of medical decisions in the diagnosis of the disease, the use of artificial neural network algorithms can be useful to support this decision.</p>","PeriodicalId":38035,"journal":{"name":"Journal of Biomedical Physics and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/87/43/JBPE-13-147.PMC10111113.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9385955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Extremely Low Frequency-Electromagnetic Fields (ELF-EMF) Can Decrease Spermatocyte Count and Motility and Change Testicular Tissue. 极低频电磁场(ELF-EMF)会降低精母细胞数量和活力,并改变睾丸组织。
Journal of Biomedical Physics and Engineering Pub Date : 2023-04-01 DOI: 10.31661/jbpe.v0i0.2011-1234
Saeid Karbalay-Doust, Maryam Darabyan, Mohsen Sisakht, Gholamhassan Haddadi, Narges Sotoudeh, Masoud Haghani, Seyed Mohammad Javad Mortazavi
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