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725 articles for “statistical method.”
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Predicting Multiple Diseases Using Machine Learning: A Data-Driven Approach
Abstract: The increasing prevalence of chronic and life-threatening diseases highlights the need for innovative healthcare solutions that enable early detection and proactive management. The Multiple Disease Prediction Platform is a web-based system utilizing machine learning (ML) and deep learning (DL) algorithms to analyze user-inputted health data, generating real-time predictions of potential health risks. By leveraging Python’s Streamlit library, the platform provides an interactive and accessible diagnostic experience, eliminating the need for …
Published in Journal of Computer Technology & Applications · Vol. 16, Issue 2, 2025 · pp. 16–35 Read article
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Topology and Geometry in Data Science: Persistent Homology and Beyond
Abstract: In recent years, the interplay between topology, geometry, and data science has gained substantial momentum, offering powerful frameworks to analyze and interpret complex datasets. Traditional statistical and machine learning methods often rely on linear or metric- based assumptions, which may fail to capture the intrinsic structure of high-dimensional or nonlinear data. In contrast, topological and geometric methods provide shape-oriented, scale- invariant tools that focus on the continuity, connectivity, and global …
Published in Recent Trends in Mathematics · Vol. 1, Issue 2, 2024 · pp. 21–27 Read article
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An Enhanced RSA Cryptography and Steganography using 1-2-4 LSB Algorithm
Abstract: AbstractSteganography is the approach of the hidden information this is used for the detection of hidden know-how prevents. As the requirement of protection and privateness increases, the need of the hiding private information is ongoing. For color images, we are using 1-2-4 LSB on RGB component, then encrypt data using RSA approach. We calculate peak signal noise ratio for quality and brightness. In this approach, first the information is in …
Published in Recent Trends in Programming languages · Vol. 4, Issue 2, 2017 · pp. 4–9 Read article
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Feeding Damage Induced by Brevipalpus Phoenicis Geijskes (Acari: Tenuipalpidae) on the Invasive Weed, sLantana Camara L.
Abstract: The flat mite, Brevipalpus phoenicis is a very common species of tenuipalpid mite, exhibiting an extensive host range and causing economic damage on all types of economic crops, globally. Exotic plants lead to large scale ecosystem degradation due to rapid increase in extent and severity of their invasion. In the present study, an attempt was made to elucidate the feeding damage induced by B. phoenicis on an invasive weed plant, …
Published in Research and Reviews : A Journal of Life Sciences · Vol. 9, Issue 2, 2019 · pp. 104–108 Read article
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A Study on the Effectiveness of Positional Release Therapy in the Management of Trapezitis
Abstract: Objectives: To compare the effectiveness of positional release therapy in the management of trapezitis. Study Design: The study design was pretest, posttest and comparative study design. Method: Random sampling method. 10 subjects in group-A received ultrasound therapy and 10 subjects in group-B received positional release therapy along with ultrasound therapy. Tool Used: Visual analog scale to measure the pain intensity. Results: Statistical analysis done using paired “t” test showed that …
Published in Research and Reviews : Journal of Computational Biology · Vol. 6, Issue 2, 2017 · pp. 19–25 Read article
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Optimization of Artifact Free Image Upscaling Using Genetic Algorithm
Abstract: Creating an upscaled image from a low-resolution (LR) image to high resolution (HR) is very interesting. The nature and texture of an image should be maintained during upscaling of an image. This upscaling is also termed as “super-resolution”. It is related to both, statistical relationships between low-resolution and high-resolution. Several methods have been proposed to obtain better results, involving simple heuristics, edge modeling or statistical learning. The most powerful ones, …
Published in Journal of Web Engineering & Technology · Vol. 7, Issue 1, 2020 · pp. 21–29 Read article
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2D QSAR Studies on Some Novel 17a-aza-D-Homo Steroids as 5α-Reductase Inhibitors
Abstract: The major circulating hormone dihydrotestosterone (DHT) is responsible for the development and progression of benign prostate hyperplasia (BPH). Dihydrotestosterone (DHT) is by produced by NADPH dependent reduction of testosterone (T) under the catalytic effect of the enzyme 5α-reductase (5 alpha R). Inhibition of 5α-reductase enzyme is the novel approach for treatment of BPH. Present work describes relationship between the 5α-reductase inhibitory activity for structurally related amides and esters of 17a-Aza-D-Homo-17-one …
Published in Research & Reviews: A Journal of Drug Design & Discovery · Vol. 3, Issue 2, 2016 · pp. 1–14 Read article
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Effectiveness of Changing Catheter in Prevention of Urinary Tract Infection
Abstract: The present study is to compare the effect of routine catheter care and changing urinary catheter in urinary tract infection. The literature about routine catheter care and changing catheter both were reviewed. The focus of the study is catheter variables and reflects the empirical aspect of concept being studied. In this study the independent variable is routine catheter care Vs changing urinary catheter and the dependent variable is urinary tract …
Published in Research and Reviews: A Journal of Health Professions · Vol. 5, Issue 3, 2015 · pp. 19–24 Read article
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A Study on the Effectiveness of Positional Release Therapy in the Management of Trapezitis
Abstract: Objectives: The objective of the study was to compare the effectiveness of positional release therapy in the management of trapezitis. Study Design: The study design was pre-test, post-test and comparative study design. Method: Random sampling method was used. 10 subjects in Group-A received ultrasound therapy and 10 subjects in Group-B received positional release therapy along with ultrasound therapy. Tool Used: Visual analog scale was used to measure the pain intensity. …
Published in Research and Reviews : A Journal of Immunology · Vol. 10, Issue 3, 2020 · pp. 47–53 Read article
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Simultaneous Estimation of Baclofen and Nimesulide: Method Development and Validation by UV-Spectrophotometric Method
Abstract: A simple, accurate, precise, reproducible and economical UV spectroscopic methods for simultaneous estimation of Baclofen and Nimesulide in tablet dosage form have been developed. The method is based on the principle of Q-Analysis where in the absorbance was measured at 227 nm (iso-absorptive point) and 218 nm (λmax of Baclofen) in simulated gastric fluid (pH 1.2). Baclofen and Nimesulide show linearity at all the selected wave- lengths and obeys Beer’s …
Published in Research & Reviews: A Journal of Drug Design & Discovery · Vol. 2, Issue 2, 2015 · pp. 6–11 Read article
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Optimization of Process Parameters for Cu90Ni10 Alloy Processed by Wire Arc Additive Manufacturing (WAAM) Using an L9 Orthogonal Array
Abstract: Abstract Wire Arc Additive Manufacturing (WAAM) has gained significant attention in recent years as a promising technique for producing complex metallic components. This study focuses on the processing of Cu90Ni10 alloy using WAAM and employs an L9 orthogonal array to optimize the mechanical properties of the resulting components. Cu90Ni10 alloy is known for its excellent corrosion resistance and electrical conductivity, making it a critical material in various industries, including aerospace …
Published in Journal of Polymer & Composites · Vol. 11, Issue 8, 2023 · pp. 292–301 Read article
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Quantitative Approaches to Legal Decision-Making: The Mathematics of Justice
Abstract: The research paper examines the application of quantitative approaches to decision-making in legal systems, presenting the concept of "mathematical justice." As legal systems grow increasingly complex, the adoption of statistical and data-driven methods can provide valuable insights, offering clarity and consistency to judicial processes. By leveraging these methods, courts and policymakers can make more informed, evidence-based decisions, enhancing both fairness and accountability within the justice system. The paper is divided …
Published in Research & Reviews : Journal of Statistics · Vol. 13, Issue 3, 2024 · pp. 27–31 Read article
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Identifying Risk Consequences Affecting Berth Construction Projects
Abstract: Construction project is a complex system which has several characteristics such as specific objectives, time limit, financial constraints and economic requirements, organizational and legal conditions, complexity and systematic characteristics. Many construction companies working in the port and harbor projects are facing several issues during the construction period and influence complicated relations which include direct, indirect, obvious and unpredictable. Berth is a ship platform used for loading and unloading of cargo …
Published in Journal of Construction Engineering, Technology & Management · Vol. 6, Issue 1, 2016 · pp. 57–60 Read article
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Enhancing Secure Communication Through Hybrid Steganography and Public Key Cryptography
Abstract: This research pioneers an innovative paradigm in secure data communication by seamlessly merging Public Key Digital Image Steganography with public key cryptography. The proposed method leverages the formidable strength of the RSA algorithm, employing a robust 1024-bit key size for secure data encryption. In parallel, the imperceptibility of the F5 steganographic technique is harnessed to clandestinely embed the encrypted message within a cover image. Unlike conventional methods, our scheme introduces …
Published in Journal of Mobile Computing, Communications & Mobile Networks · Vol. 10, Issue 3, 2023 · pp. 38–46 Read article
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Modelling & Simulation Of Fuzzy Logic Based Controller For Energy Storage System
Abstract: AbstractThe problem of transient stability in multimachine model is a semi-infinite optimization problem for nonlinear phenomenon in network of energy storage system. As this involves several sets of differential equations and algebraic constraints; therefore the application of several mathematical programming techniques won’t be enough to solve the problem. In the past several ad hoc algorithms had been proposed. This study presents a new methodology to restore the transient stability by …
Published in Journal of Electronic Design Technology · Vol. 8, Issue 2, 2017 · pp. 9–15 Read article
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Development and Validation of a UV-Spectrophotometric method for the Estimation of Nintedanib Esylate in Bulk and its Formulation
Abstract: The present work represents a UV spectrophotometric method for the estimation of Nintedanib Esylate in pure and its formulation. Methanol was used as a solvent. Nintedanib Esylate exhibit absorption maxima at 391 nm. The developed method obeyed Beer-Lambert’s law in the concentration range of 3-18 µg/ml having a line equation Y = 0.065x + 0.001 with a correlation coefficient of 0.999. There is no interference from any pharmaceutical excipients. The …
Published in Research and Reviews: A Journal of Pharmaceutical Science · Vol. 9, Issue 2, 2018 · pp. 49–53 Read article
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Combining Unstructured and Structured Clinical Data in a Hybrid Transformer Model to Enhance Cardiovascular Analytics and Clinical Decision- Making
Abstract: Since cardiovascular disease (CVD) continues to be a major global cause of morbidity and mortality, early and accurate risk prediction is essential for prompt intervention and individualized treatment. This study introduces a new hybrid transformer-based model that combines unstructured clinical narratives, structured data, and customized lifestyle characteristics. A comprehensive understanding of disease progression is made possible by the model's ability to capture contextual, temporal, and patient- specific insights through the …
Published in International Journal of Bioinformatics and Computational Biology · Vol. 4, Issue 1, 2026 · pp. 30–37 Read article
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CHARACTERIZATION, VIRULENCE TESTING AND ANTIFUNGAL SUSCEPTIBILITY PATTERN OF VARIOUS CANDIDA SPECIES AT TERTIARY CARE CENTRE, AMRITSAR
Abstract: IntroductionSerious fungal infections particularly Candida infection have increased in recent years as a consequence of increased immunosuppression associated with HIV infection, organ and tissue transplant and aggressive treatment for malignancies and autoimmune diseases. Present study was conducted to Characterize various Candida species isolated from various clinical samples, their virulence testing by biofilm production and antifungal susceptibility pattern.Settings and Design:A prospective observational study was conducted from September 2014 to June 2016 …
Published in Research and Reviews: A Journal of Microbiology and Virology · Vol. 9, Issue 2, 2019 · pp. 1–5 Read article
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AI-Enabled Linear Regression Model for Spectroscopic Milk Adulteration Analysis
Abstract: Milk adulteration poses a serious threat to public health and quality assurance in the dairy industry. This requiring rapid, reliable, and non-destructive detection techniques. This study presents a linear regression-based analytical model for identifying and quantifying milk adulteration using spectroscopic data. Spectral measurements of milk samples, including both pure and adulterated variants were acquired using spectroscopic techniques at relevant wavelengths.Blending of other components in pure milk , is specifically called …
Published in Research & Reviews : Journal of Food Science & Technology · Vol. 15, Issue 1, 2026 · pp. 28–42 Read article
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Optimization of Bio-surfactant Production by Solid State Fermentation using Response Surface Methodology
Abstract: Optimization of bio—surfactant production was carried out. Response surface methodology (RSM) was used as a statistical optimization tool for the same. Potato peel, an agricultural residue was utilized as the solid state fermentation (SSF) media, which served as both carbon and nitrogen sources. A 25 full factorial central composite experimental design was employed followed by the analysis of variance. The variable factors were Time (days), Temperature (°C), pH, Substrate amount …
Published in Research & Reviews : Journal of Food Science & Technology · Vol. 8, Issue 2, 2019 · pp. 21–32 Read article