D. Artemyev, L. Bratchenko, I. Matveeva, Vladimir I. Kukushkin, Dmitry V. Lystsev, Anatoly I. Ishchenko, Anton А. Ishchenko, Vladimir M. Zuev, Valery P. Zakharov
{"title":"Differential Rapid Diagnosis of Endometrial Cancer and Its Benign Pathological Conditions Using Surface-Enhanced Raman Spectroscopy","authors":"D. Artemyev, L. Bratchenko, I. Matveeva, Vladimir I. Kukushkin, Dmitry V. Lystsev, Anatoly I. Ishchenko, Anton А. Ishchenko, Vladimir M. Zuev, Valery P. Zakharov","doi":"10.18287/jbpe24.10.020307","DOIUrl":"https://doi.org/10.18287/jbpe24.10.020307","url":null,"abstract":". The purpose of this study is to improve the efficiency of early diagnosis of endometrial cancer using the analysis of surface-enhanced Raman scattering (SERS) of blood plasma. Blood plasma of patients aged 22 to 79 years was investigated. The study included 95 women. All patients were divided into 3 groups: group 1 consists of 29 women with endometrial adenocarcinoma, group 2 − 31 patients with endometrial polyp, group 3 – 10 women with endometrial hyperplasia. A control group consisted of 25 healthy women. The SERS spectra of dried samples were studied on an experimental stand consisting of a Photon-Bio RL785 spectrometric system based on a charge-coupled device (CCD) detector and a laser radiation source with a wavelength of 785 nm and an ADF U300 microscope. In order to realize the effect of surface enhancement of the Raman signal from blood plasma, we used a silver substrate based on a dried silver colloid. In the result of the study, the spectral features and specific features which characteristic of adenocarcinoma, polyps and endometrial hyperplasia were determined. With the use of discriminant analysis by projection onto latent structures (PLS-DA) method, the accuracy of optical diagnostics of endometrial adenocarcinoma relative to the control group and endometrial hyperplasia for the calibration and verification sets of spectra was 87% and 85%, respectively. Class discrimination accuracy of the control group with respect to endometrial hyperplasia and adenocarcinoma was 85%, and endometrial hyperplasia relative to the control group and endometrial adenocarcinoma was 81% for the verification set of spectra. The study shows the possibility of using SERS for differential express diagnostics of endometrial cancer and its benign pathological conditions.","PeriodicalId":224947,"journal":{"name":"Journal of Biomedical Photonics & Engineering","volume":" 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141373301","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
P. Ermolinskiy, A. Lugovtsov, Matvei K. Maksimov, D.A. Umerenkov, P. A. Moldon, Anastasia N. Sveshnikova, Alexey V. Pshonkin, Natalia S. Smetanina, A. Priezzhev
{"title":"Enhancing Neurophysiological Analysis and Emotion Recognition with EEG Channel Spatial Metadata through Graph Neural Networks","authors":"Leonid Sidorov, Archil Maysuradze","doi":"10.18287/jbpe24.10.020304","DOIUrl":"https://doi.org/10.18287/jbpe24.10.020304","url":null,"abstract":"","PeriodicalId":224947,"journal":{"name":"Journal of Biomedical Photonics & Engineering","volume":" 19","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141000145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Investigation of the Influence of Thermally Induced Methemoglobin on the Human Skin Optical Reflection","authors":"Andrey V. Belikov, V.Yu. Chuchin","doi":"10.18287/jbpe24.10.020303","DOIUrl":"https://doi.org/10.18287/jbpe24.10.020303","url":null,"abstract":"","PeriodicalId":224947,"journal":{"name":"Journal of Biomedical Photonics & Engineering","volume":"124 S7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141017490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
I. Matveeva, Andrey I. Komlev, O. Kaganov, A. Moryatov, Valery P. Zakharov
{"title":"Multidimensional Analysis of Dermoscopic Images and Spectral Information for the Diagnosis of Skin Tumors","authors":"I. Matveeva, Andrey I. Komlev, O. Kaganov, A. Moryatov, Valery P. Zakharov","doi":"10.18287/jbpe24.10.010307","DOIUrl":"https://doi.org/10.18287/jbpe24.10.010307","url":null,"abstract":"","PeriodicalId":224947,"journal":{"name":"Journal of Biomedical Photonics & Engineering","volume":" 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140217657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Photobiomodulation at 660 nm Modifies Apoptosis Regulators Bcl-2 and Caspase-3 in Diabetic Wounded Cell Models in Vitro","authors":"S. W. Jere, N. Houreld","doi":"10.18287/jbpe24.10.010306","DOIUrl":"https://doi.org/10.18287/jbpe24.10.010306","url":null,"abstract":"","PeriodicalId":224947,"journal":{"name":"Journal of Biomedical Photonics & Engineering","volume":"40 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140255479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Implications of Varying Batch-Size in the Classification of Patch-Based Lung Nodules Using Convolutional Neural Network Architecture on Computed Tomography Images","authors":"B. A. R., V. R. S., K. S. S.","doi":"10.18287/jbpe24.10.010305","DOIUrl":"https://doi.org/10.18287/jbpe24.10.010305","url":null,"abstract":"","PeriodicalId":224947,"journal":{"name":"Journal of Biomedical Photonics & Engineering","volume":"121 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140265422","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Highly Accurate EEG Signal Classification Using Multiple Feature Extraction and LSTM Networks","authors":"Deshmukh Deepika, Gillala Rekha","doi":"10.18287/jbpe24.10.010304","DOIUrl":"https://doi.org/10.18287/jbpe24.10.010304","url":null,"abstract":"","PeriodicalId":224947,"journal":{"name":"Journal of Biomedical Photonics & Engineering","volume":"6 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140267095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Denis A. Davydov, Nikolay A. Fadeev, Ivan D. Filippov, Gleb S. Budylin
{"title":"Exploring the Relationship between Hypodermis Thickness and Diffuse Reflectance Spectra in Different Age and Gender Groups","authors":"Denis A. Davydov, Nikolay A. Fadeev, Ivan D. Filippov, Gleb S. Budylin","doi":"10.18287/jbpe24.10.010303","DOIUrl":"https://doi.org/10.18287/jbpe24.10.010303","url":null,"abstract":"","PeriodicalId":224947,"journal":{"name":"Journal of Biomedical Photonics & Engineering","volume":"67 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140420636","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Exploring Convolutional Neural Networks for the Classification of Acute Lymphoblast Leukemia Blood Cell Images","authors":"Andrey Trubnikov, Dmitry Savelyev","doi":"10.18287/jbpe24.10.010302","DOIUrl":"https://doi.org/10.18287/jbpe24.10.010302","url":null,"abstract":"","PeriodicalId":224947,"journal":{"name":"Journal of Biomedical Photonics & Engineering","volume":"90 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140449387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}