A spatio-temporal fusion-based approach for multi-dimensional classification of Parkinson’s disease progression using multi-modal dataset by Vinay Kukreja, Vandana Ahuja, Modafar Ati, Hariharan Shanmugasundaram, Murugaperumal Krishnamoorthy, Rishabh Sharma, Abhishek Bhattacherjee

“…The traditional methods demonstrate insufficient ability to detect the complex spatial-temporal connections between various clinical data types which highlights the need for advanced computational approaches. …”
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Diagnostics of progression of liver fibrosis in patients with non-alcoholic steatohepatitis combined with obesity and chronic calculous cholecystitis. by A. Yu. Filippova

“…Evaluation of the accuracy of the method for determining of the LF phase based on the proposed algorithm showed that the frequency of correct detecting of F1 and F2 stages of LF was 100%, for the F3 stage - 90% (1 case attributed to the F2 stage). …”
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TERT promoter methylation predicts overall survival, immune cell infiltration and response to immunotherapy in clear cell renal cell carcinoma by Xinyu Guan, Jiahao Meng, Wenjun Yi, Kun Ye, Hongyu Gao, Yue Hong, Limeng Qu, Shirong Ding, Qian Long

“…Methods A single-sample gene-set enrichment analysis algorithm was used to quantify the relative abundance of each type of immune cell infiltration in the tumor microenvironment (TME) of the TCGA KIRC cohort. …”
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Identification and grading method of HCAs in gas pipelines based on multisource data fusion by Haoran TANG, Junnan XIONG, Zhiwei YONG, Wenjie CHEN, Aoru LIU, Qisheng WANG, Huiwen XIAO, Rongkang WANG

“…The spatial analysis feature and attribute processing capabilities of GIS were utilized to calculate building areas and integrate spatial and attribute data. Moreover, an algorithm for identifying and grading HCAs in gas pipelines was devised. …”
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Empirical Analysis of Honeybees Acoustics as Biosensors Signals for Swarm Prediction in Beehives by Kainat Iqbal, Bayan Alabdullah, Naif Al Mudawi, Asaad Algarni, Ahmad Jalal, Jeongmin Park

“…Our evaluation demonstrates SVM as the best-performing machine learning algorithm. In particular, SVM with Mel Spectrogram as input data, achieved an accuracy of around 97%. …”
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Profile of the HIV epidemic in Cape Verde: molecular epidemiology and drug resistance mutations among HIV-1 and HIV-2 infected patients from distinct islands of the archipelago. by Isabel Inês M de Pina-Araujo, Monick L Guimarães, Gonzalo Bello, Ana Carolina P Vicente, Mariza G Morgado

“…HIV-1 and HIV-2 have been detected in Cape Verde since 1987, but little is known regarding the genetic diversity of these viruses in this archipelago, located near the West African coast. …”
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A simple pedotransfer function to estimate fine fraction organic carbon contents of surface horizons in French soils by Eva Rabot, Pierre Barré, Claire Chenu, Amicie A. Delahaie, Manuel P. Martin, José-Luis Munera-Echeverri, Nicolas P.A. Saby

“…We used the Random Forest algorithm and partial dependence plots in an exploratory data analysis, to analyze the variables influencing OCfine contents and to study the shape of their relationship with OCfine. …”
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Pendeteksi Citra Masker Wajah Menggunakan CNN dan Transfer Learning by Mohammad Farid Naufal, Selvia Ferdiana Kusuma

“…Convolutional Neural Network (CNN) is a deep learning algorithm that has good performance in image classification. …”
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Identification of Dicrocoelium dendriticum isolated from small ruminants of east Azerbaijan province using ITS2 and Nad1 gene markers by Abbas Imani Baran, Salar Alidoost, Ahmad Nematollahi, Masoomeh Firouzamandi, Behzad Ghorbanzadeh

“…Conclusion: The haplotype difference was not observed for the Nad1 gene, so it is better to use the ITS2 gene to detect different haplotypes of D. dendriticum.…”
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Intraoperative hypotension prediction in cardiac and noncardiac procedures: is HPI truly worthwhile? A systematic review and meta-analysis by Erfan Shirmohamadi, Reza Hosseini Dolama, Narjes Mohammadzadeh, Navid Ebrahimi, Negar Ghasemloo

“…Studies were included if they utilized machine learning algorithms, including HPI, to predict or detect IOH in adult surgical patients. …”
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Gene Expression Profiles Infer — The Landscape of Tumor-Infiltrating Immune Cells in Ovarian Cancer and their Clinical Significance by Caiyun Ding, Li Wang, Qiang Ma, Can Shen, Lu Xi, Guantai Ni, Jin Ding

“…Methods: The metagene deconvolution algorithm (Cell type Identification by Estimating Relative Subsets of known RNA Transcripts (CIBERSORT)) was used to analyze gene expression profiles in public databases (GEO and TCGA) to infer the composition of 22 immune cell subgroups in ovarian tumors. …”
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Machine learning reveals the dynamic importance of accessory sequences for Salmonella outbreak clustering by Chao Chun Liu, William W. L. Hsiao

“…To quantify the ability of MGE variations to cluster outbreak clones, we devised a reference-free tree-building algorithm inspired by colored de Bruijn graphs, which enabled topological comparisons between MGE and standard typing methods. …”
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MRI-based habitat analysis of vascular and nerve invasion in the tumor microenvironment: an advanced approach for prostate cancer diagnosis by Bo Guan, Cong Huang, Yalei Wang, Jialong Zhang, Xiaowei Li, Zongyao Hao, Zongyao Hao

“…Finally, we assessed the performance of these features using the DeLong test (through the area under the receiver operating characteristic curve, AUC), evaluated the calibration curve with the Hosmer-Lemeshow test, and performed decision curve analysis.ResultsIn the training set, the optimal algorithm based on the intratumoral heterogeneity score had an AUC value of 0.882 (CI: 0.843-0.921); in the test set, the AUC value was 0.860 (CI: 0.792-0.928). …”
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INCREASING THE EFFICIENCY OF THE TREATMENT OF ENDOPARODONTAL LESIONS by F.Y. Mammadov, V.M. Bayramova, R.M. Ahmedbeyli

“…The patients were divided into two groups depending on the treatment algorithm: I – with a diagnosis of EPL20 patients of the main group, who, along with standard treatment, received additional therapy with decontamination of CC and laser curettage with a dental diode laser (Picasso Life); II with a diagnosis of EPL 21 patients in the control group with traditional treatment. …”
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Research and application of dynamic simulation method for water accumulation in goaf by Guijin BIAN

“…After the mining of the coal mining face is completed, the internal environment of the goaf formed is complex, and it is very difficult to accurately detect the range of accumulated water and calculate the amount of accumulated water. …”
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“Can computed tomographic angiography” solve the puzzle of complexities in the pediatric complex congenital heart disease’s by Javaid Iqbal, Sheikh Riaz Rasool, Tariq Ahmad Gojwari, Naseer Ahmad Choh, Moonisah Rafiq

“…Hence, it is vital as part of an adequate preoperative assessment algorithm in cases of complex CHD and can’t be replaced by TTE. …”
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LIVER EXPLANATION TECHNOLOGY OPTIMIZATION by Александр Сергеевич Разумов, Григорий Валерьевич Вавин, Алексей Владимирович Будаев, Игорь Александрович Радионов, Ольга Дмитриевна Сидорова, Е. Е. Ставицкий, Дарья Александровна Раева, Ф. А. Будаев, Вадим Гельевич Мозес

“…Experimental testing of the developed liver explantation algorithm showed a decrease in the laboriousness and invasiveness of the operation, which was expressed in a reduction in the time of its implementation and in a decrease in morphological changes in the transplants during subsequent prolonged static hypothermic preservation.…”
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Diagnostics of chronic exercise-induced urticaria in a child (a case report) by D. O. Yartseva, S. M. Nedelska

“…The necessity of diagnostic algorithm fully implementation is emphasized, even in presence of a clear correlation with trigger factor (in this case – physical exertion). …”
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Identification and validation of hub genes associated with biotic and abiotic stresses by modular gene co-expression analysis in Oryza sativa L. by Izreen Izzati Razalli, Muhammad-Redha Abdullah-Zawawi, Rabiatul Adawiah Zainal Abidin, Sarahani Harun, Muhamad Hafiz Che Othman, Ismanizan Ismail, Zamri Zainal

“…The protein–protein interaction network of mGCE hub genes was constructed, and the Maximal Clique Centrality (MCC) algorithm was applied to enhance precision in identifying key genes. …”
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A novel method for monitoring Cladophora blooms in Qinghai Lake based on UAV imagery by Juan Zhang, Xiaojun Yao, Xinde Chu, Hongyu Duan, Yuxuan Zhang, Hui Chang, Ju Huang

“…In this study, we propose a new spectral index called the visible band spectral slope index (VSSI) and integrate it with a triangular threshold segmentation algorithm to automatically extract features of Cladophora blooms from very-high-resolution UAV imagery. …”
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