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Local Mean Gradient Pattern (LMGP): A Novel Approach for the Classification of Brain CT Scan Images
Authors: Kavya Singh, Anil Kumar Koundal and Navjeet KaurAvailable online: 26 February 2025More LessObjective Visual descriptor methods like Local Binary Pattern (LBP) capture anatomical structures in captured images along with their disparities, which can be exploited by suitable methods for the diagnosis of medical anomalies. In our study, we have proposed a Local Mean Gradient Pattern (LMGP), based partly on LBP, a feature extraction algorithm for the classification of Computed Tomography (CT) images of the brain into Read More
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Computer-aided Drug Design: Innovation and its Application in Reshaping Modern Medicine
Available online: 16 December 2024More LessComputer-aided drug design has revolutionized the landscape of drug discovery, accompanied by a new era of innovation and efficiency of novel therapeutic agents. This article review explores the diverse innovations and practical applications that have propelled CADD into the forefront of modern medicine. CADD, a multidisciplinary field at the interaction of biology, chemistry, and computational science, offers a toolkit for Read More
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Revolutionizing Patient Safety: Machine Learning and AI for the Early Detection of Adverse Drug Reactions and Drug-Induced Toxicity
Authors: Pratikeswar Panda and Rajaram MohapatraAvailable online: 21 October 2024More LessAdverse drug reactions and drug-induced toxicity provide significant issues in drug research, jeopardizing patient safety and driving up healthcare costs. Toxicity has a greater potential impact than infectious diseases since it is less visible. Early diagnosis of these difficulties is critical to determining a drug's safety and viability profile. The combination of machine learning and artificial intelligence has marked a watershed Read More
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