Single-Cell RNA Sequencing and Combinatorial Approaches for Understanding Heart Biology and Disease by Le Wang, Bo Jin

“…In this review, we will introduce the latest advances in cardiac health and disease at single-cell resolution; single-cell detection methods that can be used for transcriptome, genome, epigenome, and proteome analysis; single-cell multi-omics; as well as their future application prospects.…”
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A case of Wiskott-Aldrich syndrome with de novo mutation at exon 4 by Figen Doğu, Tadashi Ariga, Aydan Ikincioğullari, Günseli Bozdoğan, Caner Aytekin, Ayşe Metin, Emel Babacan

“…The diagnosis became definite with the detection of a de novo mutation at exon 4 of the WASP gene, Arg138Pro, through mutation analysis. …”
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Sensor-Assisted Face Tracking by Dingbo Duan, Jian Ma

“…Generally, face detection and tracking focus only on visual data analysis. …”
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Fusion of Vibration and Current Signatures for the Fault Diagnosis of Induction Machines by Meng-Kun Liu, Minh-Quang Tran, Peng-Yi Weng

“…Among these techniques, motor current signature analysis (MCSA) and vibration analysis are two of the most common signal-based condition monitoring methods. …”
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Impaired right atrial function preceding right ventricular systolic dysfunction: clinical utility and long-term prognostic value in pulmonary hypertension by Fan Yang, Yan Yan, Wang Jiang, Zhouming Wang, Caixin Wu, Qian Wu, Yuanlin Deng, Yamin Du, Zhenwen Yang, Zhang Zhang, Dong Li

“…Critical relevance statement Impairment of right atrial (RA) function, assessed by cardiac magnetic resonance feature tracking (CMR-FT), in pulmonary hypertension (PH) patients is sensitive in detecting right-sided heart dysfunction before right ventricular systolic dysfunction and can be utilized to monitor disease progression and long-term prognosis. …”
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Information Merging for Improving Automatic Classification of Electrical Impedance Mammography Images by Jazmin Alvarado-Godinez, Hayde Peregrina-Barreto, Delia Irazú Hernández-Farías, Blanca Murillo-Ortiz

“…This study evaluated the impact of these integration techniques on EIM image analysis, aiming to improve the accuracy and reliability of computational diagnostic models for breast cancer detection. …”
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Heart abnormality classification using ECG and PCG recordings with novel PJM-DJRNN by Nadikatla Chandrasekhar, Sujatha Canavoy Narahari, Sreedhar Kollem, Samineni Peddakrishna, Archana Penchala, Babji Prasad Chapa

“…HD causes more number of deaths per year. Hence, the early detection of HD is needed to increase the survival rate. …”
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Machine Learning-Driven Prediction of Vitamin D Deficiency Severity with Hybrid Optimization by Usharani Bhimavarapu, Gopi Battineni, Nalini Chintalapudi

“…The results showed a 99.4% accuracy, demonstrating that the proposed method outperformed the others. A comparative analysis demonstrated that the stacking classifier was the superior choice over the other classifiers, highlighting its effectiveness and robustness in detecting deficiencies. …”
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Predicting the Pathway Involvement of Compounds Annotated in the Reactome Knowledgebase by Erik D. Huckvale, Hunter N. B. Moseley

“…Thus, predicting the pathway involvement of detected but unannotated biomolecules has a high potential to improve metabolomics data analysis and omics integration. …”
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The study on risk assessment of carotid plaques in the Northern Chinese population based on LASSO regression by Kun Yuan, Chongjian Li, Junmin Chu, Yilin Huang, Jiayi Song, Liguang Dong, Ying Yang, Hongyu Wang, Jinbo Liu, Xinhua An, Xiaoyuan Tian, Lin Mu, Ye Tian, Zengwu Wang, Linfeng Zhang

“…LASSO regression was used for feature selection, logistic regression was employed to analyze risk factors, and a risk assessment nomogram was also developed.. …”
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Diagnostic value of the saliva immunoglobulin free light chains concentrations measured in primary Sjцgren's syndrome by E. S. Kuvardin, I. V. Kholopova, E. A. Belyakova, I. N. Grigoryeva, A. V. Masing, O. Yu. Tkachenko, I. A. Bekhtereva, A. L. Maslyansky, Yu. A. Krivolapov, S. V. Lapin

“…Proliferation and hyperactivation of B-lymphocytes in the salivary glands is a feature of primary Sjцgren's syndrome (pSS). Detection in saliva of proteins synthesized by B-lymphocytes may be important in the diagnosis of this disease.Objective: to evaluate the diagnostic value of measuring the concentration of immunoglobulin free light chains (FLC) in saliva in patients with pSS.Material and methods. …”
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Advancements of Artificial Intelligence Techniques in the Realm About Library and Information Subject—A Case Survey of Latent Dirichlet Allocation Method by Xinzhou Pan, Yu Xu

“…Traditional theme mining analyses utilize methods such as word frequency statistics, co-occurrence analysis, community detection, and citation analysis to capture external quantitative features of words or documents. …”
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Exploring potential methylation markers for ovarian cancer from cervical scraping samples by Ju-Yin Lien, Lu Ann Hii, Po-Hsuan Su, Lin-Yu Chen, Kuo-Chang Wen, Hung-Cheng Lai, Yu-Chao Wang

“…A two-step methylation-based model was trained using the training data for classification: a principal component analysis (PCA) model, consisting of 30 features, to classify samples as normal or tumor; then a gradient boosting model, containing 16 features, to further stratify tumor samples as benign or malignant. …”
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Towards a phonetic history of the voices of Spanish poets by Valentina Colonna, Antonio Pamies Bertrán, Stefano Damato

“…These include variation as a consistent element among authors and within a single author, enabling the detection of main features and sub-groups; common features marking a global grouping; and the possible variety and criticism of clusters, revealing the complexity of this speech and the effectiveness of our model to describe it. …”
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Research and application of image recognition-based identification for flesh browning of loquat fruits by CHEN Yujia, DENG Chaojun, ZHANG Tingting, WANG Xiuping, CHEN Xiuping, ZHAO Jianing, MA Cuilan, JIANG Jimou

“…[Conclusion] The MATLAB image segmentation algorithm had a wide recognition range and fast computational speed, which would be suitable for quantitative analysis of the color change process of intensive resources. …”
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Dynamic response and discrimination of gaseous sarin using a boron‐difluoride complex film‐based fluorescence sensor by Zhijie Zhou, Lei Zhang, Lingya Peng, Yingjie Li, Xiaolin Zhu, Yidi Wu, Zebiao Qiu, Gang He, Molin Qin, Haonan Peng, Yu Fang

“…The sensor featured a rapid response time (less than 2 s), a broad linear detection range (1 ppb–1000 ppm), and superior selectivity for sarin vapor over a group of interfering analytes, outperforming existing sarin sensors. …”
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Rare 48, XXYY Syndrome with Primary Infertility and Behavioural Disorder: A Case Report by Prafulla S. Ambulkar, Shuchi Jain, Jwalant Waghmare, Pratibha Narang

“…We report a case of a 32-year-old infertile male patient with tall stature and atrophied testes. The seminal analysis showed azoospermia. Hormone analysis and ultrasonographic evaluation confirmed the diagnosis as non-obstructive azoospermia. …”
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Genome-Wide Association Study (GWAS) on Reproductive Seasonality in Indigenous Greek Sheep Breeds: Insights into Genetic Integrity by Danai Antonopoulou, George Symeon, Konstantinos Zaralis, Meni Avdi, Ilias S. Frydas, Ioannis A. Giantsis

“…Genome-wide association study (GWAS) is considered a cutting-edge methodology for comprehending the genetic architecture of complex traits since it enables the discovery of many markers linked to different features. In the present study, three indigenous Greek sheep breeds were investigated using GWAS—two of which presented strict patterns of reproduction seasonality, i.e., the Florina and Karagkouniko breeds, while the third one, i.e., the Chios breed had the ability to exhibit estrus throughout the year—in an attempt to detect the genetic loci linked with reproduction seasonality. …”
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Inferring Diversity and Evolution in Fish by Means of Integrative Molecular Cytogenetics by Roberto Ferreira Artoni, Jonathan Pena Castro, Uedson Pereira Jacobina, Paulo Augusto Lima-Filho, Gideão Wagner Werneck Félix da Costa, Wagner Franco Molina

“…Indeed, the association between chromosomal markers and DNA sequencing as well as between biological diversity analysis methodologies and phylogenetics triggers the will to search for answers about fish evolutionary, taxonomic, and structural features.…”
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A latent variable approach for mitigation of environmental and operational variability in vibrationbased SHM – A linear approach by Josep Font-Moré, David Garcia Cava, Marco Antonio Perez, Luis David Avendano-Valencia

“…Two variations of the proposed method are considered, the first one considering only DSFs, and the second adding the ambient temperature as the single EOP. Our analysis demonstrates that the extracted latent factors are in both cases correlated with the temperature, and that the perfect damage detection performance can be achieved upon careful selection of the number of latent factors. …”
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