Search Results - "Pati, Soumen Kumar"

3PNMF-MKL: A non-negative matrix factorization-based multiple kernel learning method for multi-modal data integration and its application to gene signature detection by Mallik, Saurav, Sarkar, Anasua, Nath, Sagnik, Maulik, Ujjwal, Das, Supantha, Pati, Soumen Kumar, Ghosh, Soumadip, Zhao, Zhongming

“…In this current era, biomedical big data handling is a challenging task. Interestingly, the integration of multi-modal data, followed by significant feature…”
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Gene selection of microarray data using Heatmap Analysis and Graph Neural Network by Pati, Soumen Kumar, Banerjee, Ayan, Manna, Sweta

“…It is not feasible to investigate the whole genes at a microscopic level for disease classification in Genomics. It might take substantial time to execute any…”
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Missing value estimation for microarray data through cluster analysis by Pati, Soumen Kumar, Das, Asit Kumar

“…Microarray datasets with missing values need to impute accurately before analyzing diseases. The proposed method first discretizes the samples and temporarily…”
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Fractal Dimension-Based Infection Detection in Chest X-ray Images by Ghatak, Sujata, Chakraborti, Satyajit, Gupta, Mousumi, Dutta, Soumi, Pati, Soumen Kumar, Bhattacharya, Abhishek

“…The current ongoing trend of dimension detection of medical images is one of the challenging areas which facilitates several improvements in accurate measuring…”
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Relevant feature selection and ensemble classifier design using bi-objective genetic algorithm by Das, Asit Kumar, Pati, Soumen Kumar, Ghosh, Arka

“…In the era of digital boom, single classifier cannot perform well in various datasets. Ensemble classifier aims to bridge this performance gap by combining…”
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RETRACTED ARTICLE: Drug discovery through Covid-19 genome sequencing with siamese graph convolutional neural network by Pati, Soumen Kumar, Gupta, Manan Kumar, Banerjee, Ayan, Shai, Rinita, Shivakumara, Palaiahnakote

“…After several waves of COVID-19 led to a massive loss of human life worldwide due to the changes in its variants and the vast explosion. Several researchers…”
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Missing value estimation of microarray data using Sim-GAN by Pati, Soumen Kumar, Gupta, Manan Kumar, Shai, Rinita, Banerjee, Ayan, Ghosh, Arijit

“…Microarray data analysis needs utmost care as it plays a significant role in cancer study. Due to the excessive complexity of the data extraction process, it…”
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Drug discovery through Covid-19 genome sequencing with siamese graph convolutional neural network by Pati, Soumen Kumar, Gupta, Manan Kumar, Banerjee, Ayan, Shai, Rinita, Shivakumara, Palaiahnakote

“…After several waves of COVID-19 led to a massive loss of human life worldwide due to the changes in its variants and the vast explosion. Several researchers…”
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PPIGCF: A Protein-Protein Interaction-Based Gene Correlation Filter for Optimal Gene Selection by Pati, Soumen Kumar, Gupta, Manan Kumar, Banerjee, Ayan, Mallik, Saurav, Zhao, Zhongming

“…Biological data at the omics level are highly complex, requiring powerful computational approaches to identifying significant intrinsic characteristics to…”
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DeMoS: dense module based gene signature detection through quasi-clique: an application to cervical cancer prognosis by Saha, Suparna, Seth, Soumita, Ghosh, Soumadip, Qin, Guimin, Bhadra, Tapas, Pati, Soumen Kumar, Chakraborty, Somenath, Mallik, Saurav

“…Nowadays, cervical cancer is a leading cause of death among women. Determining the gene signature is one of the major issues in bioinformatics. Though many of…”
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Elucidating the molecular interaction of Zebrafish (Danio rerio) peptidoglycan recognition protein 2 with diaminopimelic acid and lysine type peptidoglycans using in silico approaches by Rout, Ajaya Kumar, Paramanik, Sunanda, Dehury, Budheswar, Acharya, Varsha, Swain, Himanshu Sekhar, Pradhan, Sukanta Kumar, Behera, Bhaskar, Pati, Soumen Kumar, Behera, Bijay Kumar, Das, Basanta Kumar

“…Peptidoglycan recognition proteins (PGRPs) belong to the family of pattern recognition receptor, represent the major constituent of innate immunity. Although…”
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CoWarriorNet: A Novel Deep-Learning Framework for CoVID-19 Detection from Chest X-Ray Images by Roy, Indrani, Shai, Rinita, Ghosh, Arijit, Bej, Anirban, Pati, Soumen Kumar

“…Even after scavenging the existence of mankind for the past year, the wrath of CoVID-19 is yet to die down. Countries like India are still getting haunted by…”
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Detection of Chronic Kidney Disease Using Neuro-Fuzzy Rule-based Classifier by Das, Supantha, Hazra, Arnab, Pati, Soumen Kumar, Ghosh, Soumadip, Mallik, Saurav, Banerjee, Suharta, Mukherji, Ayan, Li, Aimin, Zhao, Zhongming

“…Chronic kidney disease (CKD) is as severe as cancer in today s world. It may even lead to the permanent failure of kidney. The initial detection of this…”
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