Publications by authors named "Sandeep Chaurasia"
Article Synopsis
- - Knee osteoarthritis (KOA) is a degenerative joint disease primarily affecting individuals aged 45 and older, characterized by the gradual deterioration of cartilage and symptoms like pain, stiffness, and swelling.
- - Diagnosis of KOA typically involves imaging techniques such as X-rays and MRIs, which can be time-consuming for medical professionals.
- - To streamline diagnosis, researchers used deep learning algorithms, implementing four pre-trained models (CNN, AlexNet, ResNet34, and ResNet-50) and a Deep stack ensemble technique, achieving a high accuracy rate of 99.71% in predicting KOA severity.
Article Synopsis
- Bio-metabolites, including proteins and carbohydrates, are essential in the green synthesis of nanoparticles, making them safer and more effective than traditional methods.
- These biomolecules serve as reducing agents that help convert metal ions into stable nanoparticles through various chemical mechanisms.
- The engineered nanoparticles have promising applications across diverse fields such as medicine, agriculture, and electronics due to their unique properties.
CoviXNet: A novel and efficient deep learning model for detection of COVID-19 using chest X-Ray images.
Biomed Signal Process Control
September 2022
The Coronavirus (COVID-19) pandemic has created havoc on humanity by causing millions of deaths and adverse physical and mental health effects. To prepare humankind for the fast and efficient detection of the virus and its variants shortly, COVID-19 detection using Artificial Intelligence and Computer-Aided Diagnosis has been the subject of several studies. To detect COVID-19, there are numerous publicly accessible datasets of Chest X-rays that the researchers have combined to solve the problem of inadequate data.
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