Optimizing meningioma grading with radiomics and deep features integration, attention mechanisms, and reproducibility analysis.

Abstract

Authors

• Rafid Jihad Albadr
  Ahl Al Bayt University, Kerbala, Iraq.
• Dharmesh Sur
  Department of Chemical Engineering, Faculty of Engineering and Technology, Marwadi University Research Center, Marwadi University, Rajkot, Gujarat, 360003, India. dharmesh.sur@marwadieducation.edu.in.
• Anupam Yadav
  Department of Computer Engineering and Application, GLA University, Mathura, 281406, India.
• M M Rekha
  Department of Chemistry and Biochemistry, School of Sciences, JAIN (Deemed to Be University), Bangalore, Karnataka, India.
• Bhavik Jain
  Chitkara Centre for Research and Development, Chitkara University, Baddi, Himachal Pradesh, 174103, India.
• Karthikeyan Jayabalan
  Department of Chemistry, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India.
• Aziz Kubaev
  Department of Maxillofacial Surgery, Samarkand State Medical University, 18 Amir Temur Street, 140100, Samarkand, Uzbekistan.
• Waam Mohammed Taher
  College of Nursing, National University of Science and Technology, Dhi Qar, Iraq.
• Mariem Alwan
  Pharmacy College, Al-Farahidi University, Baghdad, Iraq.
• Mahmood Jasem Jawad
  Department of Pharmacy, Al-Zahrawi University College, Karbala, Iraq.
• Ali M Ali Al-Nuaimi
  Gilgamesh Ahliya University, Baghdad, Iraq.
• Mahyar Mohammadifard
  Department of Radiology, Imam Reza Hospital, Birjand University of Medical Sciences, Birjand, Iran. mahyar.mohammadifard@yahoo.com.
• Bagher Farhood
  Department of Medical Physics and Radiology, Faculty of Paramedical Sciences, Kashan University of Medical Sciences, Kashan, Iran. bffarhood@gmail.com.
• Reza Akhavan-Sigari
  Department of Neurosurgery, University Medicine Göttingen, Göttingen, Germany.

Keywords

External Resources