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Publications by authors named "Ranjith Kumar Painam"

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Leveraging ANFIS with Adam and PSO optimizers for Parkinson's disease.
Akram Pasha Syed Thouheed Ahmed Ranjith Kumar Painam Sandeep Kumar Mathivanan Karthikeyan P

Heliyon

May 2024

Parkinson's disease (PD) is an age-related neurodegenerative disorder characterized by motor deficits, including tremor, rigidity, bradykinesia, and postural instability. According to the World Health Organization, about 1 % of the global population has been diagnosed with PD, and this figure is expected to double by 2040. Early and accurate diagnosis of PD is critical to slowing down the progression of the disease and reducing long-term disability.

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Synopsis of recent research by authors named "Ranjith Kumar Painam"

  • - Ranjith Kumar Painam's recent research primarily focuses on the application of advanced computational techniques, specifically Adaptive Neuro-Fuzzy Inference System (ANFIS) combined with optimization algorithms like Adam and Particle Swarm Optimization (PSO), to improve the diagnosis of Parkinson's disease.
  • - The study emphasizes the significance of early and precise identification of Parkinson's disease, considering its rising prevalence, which is projected to double by 2040 according to the World Health Organization.
  • - Findings suggest that integrating ANFIS with these optimizers could enhance diagnostic accuracy, which is crucial for slowing disease progression and minimizing long-term disabilities associated with Parkinson's disease.

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