Zobrazeno 1 - 10 of 45 pro vyhledávání: '"Rajender Singh Chhillar"'
1
Akademický článek
Intelligence model on sequence-based prediction of PPI using AISSO deep concept with hyperparameter tuning process
Autor: Preeti Thareja, Rajender Singh Chhillar, Sandeep Dalal, Sarita Simaiya, Umesh Kumar Lilhore, Roobaea Alroobaea, Majed Alsafyani, Abdullah M. Baqasah, Sultan Algarni
Publikováno v: Scientific Reports, Vol 14, Iss 1, Pp 1-22 (2024)
Abstract Protein–protein interaction (PPI) prediction is vital for interpreting biological activities. Even though many diverse sorts of data and machine learning approaches have been employed in PPI prediction, performance still has to be enhanced
Externí odkaz: https://doaj.org/article/e689ee4739794999aa3364f5c1cb7be0
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2
Akademický článek
Enhanced cardiovascular disease prediction through self-improved Aquila optimized feature selection in quantum neural network & LSTM model
Autor: Aman Darolia, Rajender Singh Chhillar, Musaed Alhussein, Surjeet Dalal, Khursheed Aurangzeb, Umesh Kumar Lilhore
Publikováno v: Frontiers in Medicine, Vol 11 (2024)
IntroductionCardiovascular disease (CVD) stands as a pervasive catalyst for illness and mortality on a global scale, underscoring the imperative for sophisticated prediction methodologies within the ambit of healthcare data analysis. The vast volume
Externí odkaz: https://doaj.org/article/1d6692e256bd432cbe585372a7b78230
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4
A Detailed Survey on Data Mining Based Optimization Schemes for Bioinformatics Applications
Autor: Preeti Thareja, Rajender Singh Chhillar
Publikováno v: ECS Transactions. 107:4689-4696
In computational science paradigm, bioinformatics and the data mining approach afford specific and advocating research and development schemes. The technical science of mining, managing, and coordinating of resources retrieved from the biological seq
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5d955451141341ffb47bb23ec52e751b
https://doi.org/10.1149/10701.4689ecst
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5
Analyzing Three Predictive Algorithms for Diabetes Mellitus Against the Pima Indians Dataset
Autor: Aman Darolia, Rajender Singh Chhillar
Publikováno v: ECS Transactions. 107:2697-2704
Diabetes mellitus is a metabolic disease in which the pancreas fails to produce enough insulin required for the processing of blood glucose. Most medical institutions analyze Electronic Health Records (EHRs) manually and then predict whether the pati
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::47c860d5c568403df510279a259cc302
https://doi.org/10.1149/10701.2697ecst
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9
Disease Prediction using Deep Learning Algorithms in Healthcare Sector
Autor: Rajender Singh Chhillar
Publikováno v: Machine Learning Algorithms for Intelligent Data Analytics ISBN: 9789392104077
Deep Learning (DL) is a major focus of discussion in the healthcare sector. The healthcare sector in the United States generates around one trillion Gigabytes of clinical data annually. With limited resources, manually analyzing these massive amounts
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::0cbb98619fb4c0e4ccb20cfa91408794
https://doi.org/10.36647/mlaida/2022.12.b1.ch008
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