Publications by authors named "G Madhu"

Article Synopsis
  • Breast cancer is a major health issue for women, and early detection through imaging can save lives; however, traditional imaging methods often lack the detail needed for accurate tumor detection.
  • This study introduces UCapsNet, a new model that combines an enhanced U-Net for segmentation with a Capsule Network for classification, improving both the identification and analysis of breast tumors.
  • UCapsNet outperformed several established pre-trained models, achieving high precision (98.12%), recall (99.52%), and accuracy (99.22%), showcasing its potential for more reliable and effective use in clinical environments.
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Background And Objectives: Tau PET is being increasingly appraised as a novel diagnostic modality for dementia work up. Given limited data among South Asians, we assessed the frequency, patterns, phenotypic associations and incremental value of positive Tau PET scans in clinically diagnosed neurodegenerative dementia.

Methods: This cross-sectional study recruited consecutive patients of Alzheimer's disease (AD) and non-AD syndromes (September 2021 to October 2022, India).

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14-3-3σ functions as an oncogene in colorectal cancer and is associated with therapy resistance. However, the mechanisms underlying these observations are not clear. The results in this report demonstrate that loss of 14-3-3σ in colorectal cancer cells leads to a decrease in tumor formation and increased sensitivity to chemotherapy.

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Being a recognized carcinogen, hexavalent chromium is hazardous to both human and environmental health. Thus, it is imperative to regulate and oversee their levels in a variety of industries, including textiles, dyes, pigments, and metal finishing. This study strives to reduce Cr(VI) in wastewater by using capacitive deionization in conjunction with an activated carbon-based electrode and a continuous electrochemical reactor (CER).

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