Early Internal Short Circuit Diagnosis for Lithium-Ion Battery Packs Based on Dynamic Time Warping of Incremental Capacity by Meng Zhang, Qiang Guo, Ke Fu, Xiaogang Du, Hao Zhang, Qi Zuo, Qi Yang, Chao Lyu

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AI-assisted detection for chest X-rays (AID-CXR): a multi-reader multi-case study protocol by Fergus Gleeson, Alex Novak, Indrajeet Das, Ruchir Shah, Edwin van Beek, Sarim Ather, Howell Fu, Nabeeha Salik, Alan Campbell, Farhaan Khan, Abdala Trinidad Espinosa Morgado, Marusa Kotnik, Louise Wing, John Murchison, Jong Seok Ahn, Sang Hyup Lee, Ambika Seth

“…There is a paucity of evidence on the impact of AI algorithms in assisting healthcare professionals (other than radiologists) who regularly review CXR images in their daily practice.Aims To assess the utility of an AI-based CXR interpretation tool in assisting the diagnostic accuracy, speed and confidence of a varied group of healthcare professionals.Methods and analysis The study will be conducted using 500 retrospectively collected inpatient and emergency department CXRs from two UK hospital trusts. …”
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Bone reporting and data system on CT (Bone-RADS-CT): a validation study by four readers on 328 cases from three local and two public databases by Yue Xing, Defang Ding, Shun Dai, Yangfan Hu, Xianwei Liu, Liangjing Lyu, Guangcheng Zhang, Shiqi Mao, Qian Yin, Junjie Lu, Jiarui Yang, Yang Song, Huan Zhang, Chengzhou Li, Weiwu Yao, Jingyu Zhong

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Identification of neutrophil extracellular trap-related biomarkers in ulcerative colitis based on bioinformatics and machine learning by Jiao Li, Yupei Liu, Zhiyi Sun, Suqi Zeng, Caisong Zheng

“…To identify potential diagnostic biomarkers, we applied the Least Absolute Shrinkage and Selection Operator (LASSO), Support Vector Machine-Recursive Feature Elimination (SVM-RFE) model, and Random Forest (RF) algorithm, and constructed Receiver Operating Characteristic (ROC) curves to evaluate accuracy. …”
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The role of vascularity and the fibrovascular interface in interstitial lung diseases by Jana Dietrich, Alice Kang, Birger Tielemans, Stijn E. Verleden, Hassan Khalil, Florian Länger, Philipp Bruners, Steven J. Mentzer, Tobias Welte, Michael Dreher, Danny D. Jonigk, Maximilian Ackermann

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Improvement of the bacteriological method for isolation of <i>Listeria monocytogenes</i> by Mikhail V. Khramov, Lyubov V. Domotenko, Olga V. Polosenko, Irina P. Mitsevich

“…It is shown that the algorithm of the culture method can use a new nutrient medium (modified GBM agar) possessing improved growth properties for L. monocytogenes, the introduction of which will serve as an additional effective means for differentiating listeria during research in sanitary and clinical microbiology.…”
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Artificial Intelligence in Fetal Echocardiography by E. L. Bokerija, N. E. Yannaeva, A. N. Sencha, P. V. Metelkin, O. V. Yurchenko

“…In our study conducted at the National Medical Research Center for Obstetrics, Gynecology and Perinatology named after Academician V.I. …”
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Heart transplantation and COVID-19 in the early postoperative period in hypertrophic cardiomyopathy: a clinical case by M. R. Zaynetdinov, M. N. Mukharyamov, R. K. Dzhordzhikiya, I. I. Vagizov, M. A. Miroshnichenko, I. V. Abdulyanov, R. R. Khamzin, D. I. Abdulganieva, E. V. Dyakova, A. Zh. Bayalieva, N. F. Gizatullina, N. Yu. Stekolshchikova, M. M. Minnullin, R. N. Khairullin

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A Quest for Innovation Drivers with Autometrics: Do These Differ Before and After the COVID-19 Pandemic for European Economies? by Jorge Marques, Carlos Santos, Maria Alberta Oliveira

“…The final models provided by Autometrics allow for valid inference on retained innovation drivers since they have passed a plethora of diagnostic tests, ensuring congruency. The attractiveness of the research system is the most impactful driver on the index in both years but other drivers indeed differ. …”
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Prediction of winter wheat nitrogen nutrition index using high-resolution satellite and machine learning by Po-Ting Pan, Yamine Bouzembrak, Miguel Quemada, Bedir Tekinerdogan

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TRAINING SYSTEM OF FUTURE SPECIALISTS: QUALITY CONTROL by Vladimir A. Romanov, Valentina N. Kormakova, Elena N. Musaelian

“…There has been built a predicative model of quality control training of future specialists to meet modern standards and the principles of social partnership; the control algorithm of the learning process, developed in accordance with the standards (international) of quality ISO in the implementation of the quality control systems of the process approach (matrix-based responsibility, competence and remit of those responsible for the education process in the educational organization, the «problem» terms and diagnostic tools for assessing the quality of professional training of future specialists). …”
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Neuroimaging informatics framework for analyzing rare brain metastasis patterns in pleural mesothelioma using hybrid PET CT by Sumit Kumar Agrawal, Indra Prakash Dubey, Anoop Kumar Nair, Anurag Jain, Abhishek Mahato, Rajeev Kumar

“…Their unusual appearance and low frequency make early diagnosis and accurate characterization of such uncommon brain metastases a diagnostic difficulty. The present research presents a neuroimaging informatics system using hybrid Positron Emission Tomography–Computed Tomography (PET-CT) imaging to examine and explain uncommon brain metastasis patterns in pleural mesothelioma patients. …”
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Ultrasonic radiomics in predicting pathologic type for thyroid cancer: a preliminary study using radiomics features for predicting medullary thyroid carcinoma by Dai Zhang, Dai Zhang, Dai Zhang, Dai Zhang, Fan Yang, Fan Yang, Fan Yang, Fan Yang, Wenjing Hou, Wenjing Hou, Wenjing Hou, Wenjing Hou, Ying Wang, Ying Wang, Ying Wang, Ying Wang, Jiali Mu, Jiali Mu, Jiali Mu, Jiali Mu, Hailing Wang, Hailing Wang, Hailing Wang, Hailing Wang, Xi Wei, Xi Wei, Xi Wei, Xi Wei

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Clinical manifestations of familial exudative vitreoretinopathy in children with nucleotide sequence alterations in the FZD4 gene by L. A. Katargina, V. V. Kadyshev, E. V. Denisova, E. A. Geraskina, A. V. Marakhonov, S. A. Garifullina, I. V. Zolnikova, R. A. Zinchenko

“…The results of the study indicate the need for a timely diagnosis of FEVR in young children, recommend an interdisciplinary approach to the study of the disease, which should contribute to a better understanding of pathogenesis, and the development of an effective diagnostic, treatment and rehabilitation algorithm.…”
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Sexual dysfunction in anxiety disorders by M. I. Yagubov, I. Yu. Kan, N. V. Dobaeva, I. R. Ayriyants

“…Based on the conducted research, the authors recommended the following algorithm for the supervision of patients suffering from anxiety disorders and sexual disorders: at the stage of seeking psychiatric help, along with standard diagnostic methods to determine the severity of mental pathology, it is advisable to use questionnaires to assess sexual function. …”
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Diagnosis and rational treatment of painful diabetic peripheral neuropathy: an interdisciplinary expert consensus by Gagik R. Galstyan, Elena G. Starostina, Nikolay N. Yakhno, Irina V. Gurieva, Maxim V. Churyukanov, Igor A. Strokov, Alla Y. Tokmakova, Mikhail L. Kukushkin, Anatoly I. Martynov, Marina V. Shestakova

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LcProt: Proteomics‐based identification of plasma biomarkers for lung cancer multievent, a multicentre study by Hengrui Liang, Runchen Wang, Ran Cheng, Zhiming Ye, Na Zhao, Xiaohong Zhao, Ying Huang, Zhanpeng Jiang, Wangzhong Li, Jianqi Zheng, Hongsheng Deng, Yu Jiang, Yuechun Lin, Yun Yan, Lei Song, Jie Li, Xin Xu, Wenhua Liang, Jun Liu, Jianxing He

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An economic value of the glycated hemoglobin test in diabetes mellitus type 2 diagnosis by Marina V. Shestakova, Alexey S. Kolbin, Oleg I. Karpov, Gagik R. Galstyan, Alexander Y. Mayorov, Maria A. Arepeva, Aleksey A. Kurylev, Maxim A. Proskurin

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Modern conceptions of serological tumor markers and their role in oncology by N. S. Sergeeva, N. V. Marshutina, M. P. Solokhina, I. I. Alentov, N. K. Parilova, E. V. Zenkina, T. E. Skashchkova

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Differential expression of microRNAs and their target genes in cervical intraepithelial neoplasias of varying severity by T. A. Dimitriadi, D. V. Burtsev, E. A. Dzhenkova, D. S. Kutilin

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