Výsledky vyhledávání - "Vinoth Kumar, V"

Akademický článek

Enhanced skin cancer diagnosis using optimized CNN architecture and checkpoints for automated dermatological lesion classification

Autor: M Mohamed Musthafa, Mahesh T R, Vinoth Kumar V, Suresh Guluwadi

Publikováno v: BMC Medical Imaging, Vol 24, Iss 1, Pp 1-20 (2024)

Abstract Skin cancer stands as one of the foremost challenges in oncology, with its early detection being crucial for successful treatment outcomes. Traditional diagnostic methods depend on dermatologist expertise, creating a need for more reliable,

Externí odkaz: https://doaj.org/article/5d535637887f4bd7ba39cc38968ef87c

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Akademický článek

Enhancing brain tumor detection in MRI images through explainable AI using Grad-CAM with Resnet 50

Autor: Mohamed Musthafa M, Mahesh T. R, Vinoth Kumar V, Suresh Guluwadi

Publikováno v: BMC Medical Imaging, Vol 24, Iss 1, Pp 1-19 (2024)

Abstract This study addresses the critical challenge of detecting brain tumors using MRI images, a pivotal task in medical diagnostics that demands high accuracy and interpretability. While deep learning has shown remarkable success in medical image

Externí odkaz: https://doaj.org/article/0869b91c358940fab20982b7c205cd2c

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Akademický článek

The stratified K-folds cross-validation and class-balancing methods with high-performance ensemble classifiers for breast cancer classification

Autor: Mahesh T R, Vinoth Kumar V, Dhilip Kumar V, Oana Geman, Martin Margala, Manisha Guduri

Publikováno v: Healthcare Analytics, Vol 4, Iss , Pp 100247- (2023)

Breast cancer is one of the most common causes of death among women, and early diagnosis is vital for reducing the fatality rate. This study evaluates the most widely used machine-learning breast cancer prediction and diagnosis methods. We use synthe

Externí odkaz: https://doaj.org/article/31617a25b3234fadbb8f4cf7b30edc4d

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Akademický článek

Green Campus Audit Procedures and Implementation to Educational Institutions and Industries

Autor: S. Rajalakshmi, B. Mythili Gnanamangai, D. Vinoth Kumar, V. Sri Santhya, M. Priya, R. Mary Josephine, Ashutosh Kumar Srivastava, R. Sudhakaran and M. A. Deepa

Publikováno v: Nature Environment and Pollution Technology, Vol 21, Iss 4, Pp 1921-1932 (2022)

Nature provides a free lunch, but only if we control our appetites. As we are in the twenty-first century, modernization and industrialization are the two important outputs that have made human life more luxurious and comfortable. Simultaneously, the

Externí odkaz: https://doaj.org/article/07b78cd004724859b48982d8aefaa985

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Akademický článek

Investigation on the Role of Molecular Planarity and Conjugation Effects on Physicochemical Properties of Anthracene and Pyrene Appended meso-5,15-Bis(Thien-2-yl)-10,20-Diphenylporphyrin Triads.

Autor: Vinoth Kumar, V.¹ (AUTHOR), Gayathri, P.² (AUTHOR), Sankar, R.¹ (AUTHOR), Arunamaheswari, C.^1,3 (AUTHOR), Prasath, R.¹ (AUTHOR) drrprasath24487@gmail.com

Publikováno v: Polycyclic Aromatic Compounds. 2023, Vol. 43 Issue 9, p8319-8332. 14p.

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