Publications by authors named "M Parvathy"

Article Synopsis
  • The text discusses autism spectrum disorder, focusing on the challenges faced in recognizing facial expressions due to occlusions like glasses or facial hair.
  • It proposes a new system called the Improved DenseNet-based Residual Cross-Attention Transformer (IDenseNet-RCAformer) aimed at improving facial expression recognition for individuals with autism.
  • The IDenseNet-RCAformer has shown impressive results, achieving an accuracy of 98.95% in identifying facial expressions despite partial occlusions, aided by advanced techniques for feature extraction and fusion.
View Article and Find Full Text PDF

In insect genome editing CRISPR/Cas9 is predominantly employed, while the potential of several classes of Cas enzymes such as Cas12a largely remain untested. As opposed to Cas9 which requires a GC-rich protospacer adjacent motif (PAM), Cas12a requires a T-rich PAM and causes staggered cleavage in the target DNA, opening possibilities for multiplexing. In this regard, the utility of Cas12a has been shown in only a few insect species such as fruit flies and the silkworm, but not in non-model insects such as the fall armyworm, Spodoptera frugiperda, a globally important invasive pest that defies most of the current management methods.

View Article and Find Full Text PDF

Introduction: Australia depends on international medical graduates (IMGs) to meet workforce shortages. The current standard assessment for IMGs is by clinical examination in observed structured clinical encounter (OSCE) format lasting 200 minutes. There are concerns about adequateness of this assessment as it does not test the qualities required to practice in a new country.

View Article and Find Full Text PDF

This article was migrated. The article was marked as recommended. Introduction All developed countries depend on International Medical Graduates (IMGs) to complement their workforce.

View Article and Find Full Text PDF