Assessment of the Antimicrobial Effect of Momordica charantia (Bitter Gourd Oil) on Periodontal Pathogens: An In Vitro Study.

Background Chronic periodontitis is primarily caused by various bacterial species present in the plaque biofilm, which trigger a host inflammatory response. This leads to the abnormal release of inflammatory mediators such as proinflammatory cytokines (interleukin-1, interleukin-6, interleukin-8, and tumor necrosis factor-α), which are free radicals that cause alveolar bone resorption and tooth loss. ​​​ (bitter gourd) is a widely used medicinal plant for the treatment of numerous diseases such as skin infections, diabetes, metabolic disorders, and carcinomas for several decades.

DeepBindPPI: Protein-Protein Binding Site Prediction Using Attention Based Graph Convolutional Network.

Due to the importance of protein-protein interactions in defence mechanism of living body, attempts were made to investigate its attributes, including, but not limited to, binding affinity, and binding region. Contemporary strategies for binding site prediction largely resort to deep learning techniques but turned out to be low precision models. As laboratory experiments for drug discovery tasks utilize this information, increased false positives devalue the computational methods.

Fan beam CT image synthesis from cone beam CT image using nested residual UNet based conditional generative adversarial network.

A radiotherapy technique called Image-Guided Radiation Therapy adopts frequent imaging throughout a treatment session. Fan Beam Computed Tomography (FBCT) based planning followed by Cone Beam Computed Tomography (CBCT) based radiation delivery drastically improved the treatment accuracy. Furtherance in terms of radiation exposure and cost can be achieved if FBCT could be replaced with CBCT.