An explainable hybrid CNN-LSTM framework for accurate sequence-based classification of RNA N6-methyladenosine (m6A) modification
Year: 2025
Type: article
Language: en
Topic: Machine Learning in Bioinformatics
Authors and affiliations:
raw_author_name: Kainat Ali Rehman
raw_affiliation_strings: Department of Computer Software Engineering, University of Engineering and Technology Mardan, Mardan 23200, Pakistan. Electronic address: kainatalirehman@gmail.com
Department of Computer Science, University of Engineering and Technology, Mardan, 32200, Khyber Pakhtunkhwa, Pakistan. Electronic address: kainatalirehman@gmail.com
raw_author_name: Muhammad Sohail Khan
raw_affiliation_strings: Department of Computer Software Engineering, University of Engineering and Technology Mardan, Mardan 23200, Pakistan. Electronic address: sohail.khan@uetmardan.edu.pk
Department of Computer Science, University of Engineering and Technology, Mardan, 32200, Khyber Pakhtunkhwa, Pakistan. Electronic address: sohail.khan@uetmardan.edu.pk
raw_author_name: Faiza Tila
raw_affiliation_strings: Department of Computer Science University of Engineering and Technology Mardan, Mardan 23200, Pakistan. Electronic address: faiza@uetmardan.edu.pk
Department of Computer Science, University of Engineering and Technology, Mardan, 32200, Khyber Pakhtunkhwa, Pakistan. Electronic address: faiza@uetmardan.edu.pk
raw_author_name: Inayat Khan
raw_affiliation_strings: Department of Computer Science University of Engineering and Technology Mardan, Mardan 23200, Pakistan. Electronic address: inayatkhan@uetmardan.edu.pk
Department of Computer Science, University of Engineering and Technology, Mardan, 32200, Khyber Pakhtunkhwa, Pakistan. Electronic address: inayatkhan@uetmardan.edu.pk
raw_author_name: Jawad Khan
raw_affiliation_strings: School of Computing, Gachon University, Seongnam 13120, Republic of Korea. Electronic address: jkhanbk1@gachon.ac.kr
School of Computing, Gachon University, Seongnam, 13120, Republic of Korea. Electronic address: jkhanbk1@gachon.ac.kr
raw_author_name: Mohammad Shabaz
raw_affiliation_strings: Marwadi University Research Center, Department of Computer Engineering, Faculty of Engineering and Technology, Marwadi University, Rajkot 360003, Gujarat, India. Electronic address: bhatsab4@gmail.com
Marwadi University Research Center, Department of Computer Engineering, Faculty of Engineering and Technology, Marwadi University, Rajkot, 360003, Gujarat, India. Electronic address: bhatsab4@gmail.com
raw_author_name: Ahlam Almusharraf
raw_affiliation_strings: Princess nourah bint abdulrahman university, Saudi Arabia; Department of Management, College of Business Administration, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia. Electronic address: aalmusharraf@pnu.edu.sa
Princess nourah bint abdulrahman university, Saudi Arabia. Electronic address: aalmusharraf@pnu.edu.sa
raw_author_name: Mohammad Tabrez Quasim
raw_affiliation_strings: Department of Computer Science and Artificial Intelligence, College of Computing and Information Technology, University of Bisha, P.O. Box 551, Bisha, Saudi Arabia. Electronic address: tabrezquasim@gmail.com
Department of Computer Science and Artificial Intelligence, College of Computing and Information Technology, University of Bisha, P.O. Box 551, Bisha, Saudi Arabia. Electronic address: tabrez.qasim@gmail.com