Design Of Multimodality Imaging System Using Machine Learning

Authors

  • Dr. Kumod Kumar Gupta Dr. A. P. J. Abdul Kalam Technical University, India Author
  • Naveen Kumar Dr. A. P. J. Abdul Kalam Technical University, India Author
  • Himanshu Kumar Dr. A. P. J. Abdul Kalam Technical University, India Author
  • Shrijan Dr. A. P. J. Abdul Kalam Technical University, India Author
  • Akash Kumar Mandal Dr. A. P. J. Abdul Kalam Technical University, India Author

DOI:

https://doi.org/10.54228/4mkr5106

Keywords:

Employee Grievances, Causes of Grievance, Nature of grievance, Grievance Handling Procedure.

Abstract

This paper presents a multimodality imaging system designed using machine learning techniques. The system integrates various imaging modalities, such as MRI, CT, PET, ultrasound, and optical imaging, to improve image acquisition, reconstruction, analysis, and interpretation. It follows a comprehensive framework that includes data preprocessing, image fusion, feature extraction, machine learning algorithms, model integration, system evaluation, and iterative refinement. The proposed system has the potential to enhance diagnostic accuracy and treatment planning, leading to improved patient outcomes.

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Author Biographies

  • Dr. Kumod Kumar Gupta, Dr. A. P. J. Abdul Kalam Technical University, India

    Assistant Professor, Cs(AI), Electronics and Communication Engineering, Noida Institute of Engineering and 
    Technology/ Dr. A. P. J. Abdul Kalam Technical University, India

  • Naveen Kumar, Dr. A. P. J. Abdul Kalam Technical University, India

    Student, Electronics and Communication Engineering, Noida Institute of Engineering and Technology/ Dr. A. P.J. Abdul Kalam Technical University, India

  • Himanshu Kumar, Dr. A. P. J. Abdul Kalam Technical University, India

    Student, Electronics and Communication Engineering, Noida Institute of Engineering and Technology/ Dr. A. P. J. Abdul Kalam Technical University, India

  • Shrijan, Dr. A. P. J. Abdul Kalam Technical University, India

    Student, Electronics and Communication Engineering, Noida Institute of Engineering and Technology/ Dr. A. P. 
    J. Abdul Kalam Technical University, India

  • Akash Kumar Mandal, Dr. A. P. J. Abdul Kalam Technical University, India

    Student, Electronics and Communication Engineering, Noida Institute of Engineering and Technology/ Dr. A. P. 
    J. Abdul Kalam Technical University, India

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Published

2024-11-20

Issue

Vol. 3 No. 2 (2023)

Section

Research Articles(s)

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