Optimized Deep Belief Network for Efficient Fault Detection in Induction Motor by Pradeep Katta, K. Karunanithi, S. P. Raja, S. Ramesh, S. Vinoth John Prakash, Deepthi Joseph

“…Induction motors in industrial processes have recently expanded dramatically in size, and complexity of defect identification and diagnostics for such systems has increased as well. …”
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Beyond the dichotomy: understanding the overlap between atopic dermatitis and psoriasis by Mengmeng Li, Jiangyi Wang, Qingfeng Liu, Youqing Liu, Wenyao Mi, Wei Li, Wei Li, Jingyi Li

“…We critically evaluate the clinical and histopathological characteristics of concomitant psoriasis and atopic dermatitis, highlighting recent advances in molecular diagnostics for accurate disease differentiation. Importantly, we propose standardized diagnostic criteria for psoriasis dermatitis and examine current therapeutic strategies for managing overlapping conditions. …”
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N7-methylguanosine modification in cancers: from mechanisms to therapeutic potential by Qihui Wu, Xiaodan Fu, Guoqian Liu, Xiaoyun He, Yimin Li, Chunlin Ou

“…This review consolidates the discovery, identification, detection methodologies, and functional roles of m7G modification, analysing the mechanisms by which m7G modification-associated molecules contribute to tumour development, and exploring their potential clinical applications in cancer diagnostics and therapy, thereby providing innovative strategies for tumour identification and targeted treatment.…”
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Management of asynchronous multifocal adult glioblastoma with loss of BRAFV600E -mutant clonality: a case report by Hannah Haile, Pavan S. Upadhyayula, Esma Karlovich, Michael B. Sisti, Brian J. A. Gill, Laura E. Donovan

“…The evolving nature of these tumors requires persistent clinical monitoring and treatment adjustments based on tissue diagnostics.…”
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Associations of Sun Exposure with 25-Hydroxyvitamin D and Parathyroid Hormone Levels in a Cohort of Hypertensive Patients: The Graz Endocrine Causes of Hypertension (GECOH) Study by Stefan Pilz, Katharina Kienreich, Daniel Stückler, Andreas Meinitzer, Andreas Tomaschitz

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Repair-oriented design and manufacturing strategies for circular electronic products, from mass customization/standardization to scalable repair economy by Bahram Ipaki, Zohrehsadat Hosseini

“…Repair-oriented design (RoD) seeks to enhance repairability and repair value within a circular economy by focusing on extended repair loops that account for repeated repairs, diagnostics, facilities, speed, accuracy, safety, user preferences, skills, demand scale, and post-sale service. …”
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Optimizing healthcare big data performance through regional computing by Tariq Alsahfi, Afzal Badshah, Omar Ibrahim Aboulola, Ali Daud

“…Real-time processing of Healthcare Big Data (HBD) offers significant potential for improved diagnostics, continuous monitoring, and effective surgical interventions. …”
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Diagnosis and treatment of the functional dyspepsia: clinical guidelines of the Russian Gastroenterological Association by V. T. Ivashkin, I. V. Mayev, A. A. Sheptulin, T. L. Lapina, A. S. Trukhmanov, I. M. Kartavenko, V. A. Kiprianis, O. Z. Okhlobystina

“…To present the modern concept on etiology and pathogenesis of functional dyspepsia (FD) to general practitioners, as well as with the accepted approach to diagnostics and treatment of this disease. Summary. …”
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Mal de Debarquement syndrome: clinical cases and literature review by A. Paškonienė, R. Poškutė, V. Markevičiūtė, J. Ivaška, E. Lesinskas

“…A diagnostically significant feature of MdDS is a reduction in symptoms after the patient returns to passive motion. …”
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A Unique Case of Incomplete Bifid Ureter and Associated Arterial Variations by Shivika Ahuja, Hannah Sullivan, Mark Noller, Yun Tan, Daniel Daly

“…Current imaging techniques alone are insufficient for correct diagnostics of such complications, and they must be supplemented with a thorough understanding of the respective anatomical variations.…”
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Imaging of elbow entrapment neuropathies by Domenico Albano, Gabriella Di Rocco, Salvatore Gitto, Francesca Serpi, Stefano Fusco, Paolo Vitali, Massimo Galia, Carmelo Messina, Luca Maria Sconfienza

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Development of the algorithm for classifying industries according to the type of intra-factory cooperation of main and auxiliary processes using machine learning by T. V. Malysheva

“…The results are the primary diagnostics of the organization of auxiliary facilities, decision-making on the reengineering of processes in order to strengthen intra-factory cooperation and reduce costs.…”
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Aggressive Differentiated Thyroid Cancer due to EML4e13-ALKe20 Fusion: A Case Presentation and Review of the Literature by Rodhan Khthir, Zainab Shaheen, Prasanna Santhanam, Saroj Sigdel

“…This case highlights the importance of using molecular diagnostics in patient care, especially if the presentation is unusual for DTC. …”
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Scanning microwave impedance microscopy and its applications: A review by Diego Tami, Douglas A. A. Ohlberg, Cássio Gonçalves do Rego, Gilberto Medeiros-Ribeiro, Jhonattan C. Ramirez

“…This review highlights sMIM’s wide-ranging applications, from material science and semiconductor diagnostics to biological systems, showcasing its ability to perform non-destructive, high-resolution imaging down to the single-digit nanometer scale. …”
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Comparative Analysis of Hemagglutination Inhibition and Plaque Reduction Neutralization Tests for Japanese Encephalitis Virus Antibody Detection by Cui Li, Jianqing Wan, Deli Wang, Lu Xiao, Xuni Li, Cunshuai Zhang, Zhao Wang

“…However, PRNT is complex, time-consuming, and requires live viruses, limiting its applicability in routine diagnostics. In this study, we compared the sensitivity and correlation of the Hemagglutination Inhibition (HI) assay and PRNT for detecting JE antibodies in avian serum samples. …”
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Immunophenotyping of Posttraumatic Neutrophils on a Routine Haematology Analyser by Kathelijne Maaike Groeneveld, Marjolein Heeres, Loek Petrus Hendrikus Leenen, Albert Huisman, Leo Koenderman

“…The markedly reduced time necessary for analysis and reduced labour intensity constitutes a step forward in implementation of this type of analysis in clinical diagnostics in trauma research.…”
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Quality and resilience of clinical laboratories in Rwanda: a need for sustainable strategies by Vincent Rusanganwa, Innocent Nzabahimana, Magnus Evander

“…Clinical laboratories are the backbone of quality healthcare facilitating diagnostics, treatment, patient monitoring, and disease surveillance. …”
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Association between Levels of IgA Antibodies to Tissue Transglutaminase and Gliadin-Related Nonapeptides in Dermatitis Herpetiformis by Justyna Gornowicz-Porowska, Monika Bowszyc-Dmochowska, Agnieszka Seraszek-Jaros, Elżbieta Kaczmarek, Marian Dmochowski

“…Tissue transglutaminase (tTG) and nonapeptides of gliadin (npG) are considered in its pathomechanism/diagnostics. Here, the diagnostic accuracy of anti-tTG/anti-npG IgA ELISAs in Slavic DH patients with active skin rash was assessed through creating receiver operating characteristic (ROC) curves, determining cutoff values, and calculating correlations between levels of anti-tTG/anti-npG IgA in DH, IgA/neutrophil-mediated non-DH patients and healthy persons. …”
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Magnetometer transducer based on oscillistor effect by A. I. Cheredov, A. V. Shchelkanov

“…A perspective direction of research in the field of nondestructive testing and technical diagnostics is the development of measuring transducers with a digital output signal, or a signal easily convertible into a code. …”
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Urine tenofovir adherence testing: Perspectives of recently diagnosed South African adolescents and young adults with HIV accessing care via mobile HIV clinics. by Michalina A Montaño, Siyaxolisa Sindelo, Amanda Fata, Elzette Rousseau, Linda-Gail Bekker, Ingrid T Katz, Paul K Drain

“…Point-of-care (POC) diagnostics that detect tenofovir in urine may be a useful tool to support ART adherence, but perspectives from AYA in South Africa have not been explored.…”
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