Journal of Veterinary Health Science(JVHS)

Department of Computer Science and Engineering, Leading University, Sylhet, Bangladesh

Publications

• Review Article   
  AI and Machine Learning in Healthcare: Advancing Diagnostics, Personalized Treatment, and Predictive Modeling
  Author(s): Pulock Deb Roy*, Umashanker Gupta Chowdhory, Angshu Dey and Dolour Husain Sagor
  
  Background: Machine learning (ML) has profoundly revolutionized the healthcare sector by enhancing diagnostic precision, forecasting patient outcomes, individualizing treatment strate- gies, and streamlining healthcare processes. Notwithstanding its progress, issues of data privacy, security, algorithmic bias, and model openness impede extensive implementation. Methods: This review consolidates current research on machine learning applications in healthcare, emphasizing supervised, unsupervised, and reinforcement learning methodologies. It examines their functions in illness diagnosis, risk evaluation, medical image analysis, and tailored therapy approaches. This research also investigates new technologies, such as federated learning and hybrid models, designed to tackle data-related difficulties while safeguarding patient privacy. .. Read More»
  

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