Synopsis of recent research by authors named "Liton Devnath"
- Liton Devnath's research focuses on the development and application of advanced machine learning and deep learning techniques for the automatic detection of pneumoconiosis in chest X-ray imaging, emphasizing improved diagnostic accuracy and early detection of this occupational lung disease.
- His studies highlight the significance of leveraging ensemble models and multi-dimensional deep feature extraction to enhance visualization and diagnosis of pneumoconiosis, addressing the health impacts faced by coal workers globally.
- Additionally, Devnath's systematic reviews on computer-aided diagnosis systems underscore the potential of these technologies in reducing workplace risks and improving health outcomes for individuals exposed to harmful environments, thereby aiming to lower occupational disease rates.
