Publications by authors named "C V Aravinda"

Article Synopsis
  • Plasma cells, derived from B lymphocytes in the bone marrow, are important white blood cells that produce antibodies, helping combat bacteria and viruses and prevent inflammation.
  • The study presents a new model combining ResNet and UNet networks for effective segmentation and analysis of white blood cells (leukocytes) from blood samples, overcoming challenges in image processing.
  • Experimental results demonstrate that this model achieves approximately 96% segmentation accuracy, outperforming previous methods like DeepLabV3+ and ResNet-50 in diagnosing blood diseases.
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The most common human parasite as per the medical experts is the malarial disease, which is caused by a protozoan parasite, and Plasmodium falciparum, a common parasite in humans. A microscopist with expertise in malaria diagnosis must conduct this complex procedure to identify the stages of infection. This epidemic is an ongoing disease in some parts of the world, which is commonly found.

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Article Synopsis
  • Apathy is a condition where elderly individuals show low motivation, which isn’t linked to cognitive issues or emotional distress, and diagnosing it typically requires inconvenient clinic visits.* -
  • The study explored using doppler radar imaging to classify apathy in 178 elderly participants by analyzing walking actions, with an emphasis on privacy over traditional cameras.* -
  • A neural network model achieved over 75% accuracy in classifying apathy from radar images, indicating potential for future research, despite the need for improved accuracy.*
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Novel chemical and biological sensors based on a single poly(pyrrole)-NTA chelator nanotube for sensitive, selective, rapid and real-time detection of histidine-tagged protein and cupric ions are reported. NTA groups on the nanotube surface provided a simple mechanism for metal ion sensing via the high-affinity interaction between NTA and the subsequent detection of histidine-tagged protein through the coordination with metal chelated nanotube. Poly(pyrrole)-NTA chelator nanotubes of 190 nm outside diameter, 35 nm wall thickness and 30 microm long were synthesized by electrochemical polymerization of pyrrole-NTA inside a 200 nm diameter alumina template and assembled as a chemoresistive device by bottom-up contact geometry on a pair of parallel gold electrodes with a gap distance of 3 microm.

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