Development of artificial neural network model for predicting the rapid maxillary expansion technique in children with cleft lip and palate

The effectiveness of the hybrid biometric model created in this work, which combines bootstrap and BLR with R-syntax was evaluated in terms of how accurately it predicted a binary response variable. A validation method based on an MLFFNN was used to evaluate the precision of the generated model. This leads to a good outcome.

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Publication Details

Journal
Frontiers in Dental Medicine
Published
2025-04-15
DOI
https://doi.org/10.3389/fdmed.2025.1530372
Primary Topic
Cleft Lip and Palate Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Development of artificial neural network model for predicting the rapid maxillary expansion technique in children with cleft lip and palate

Matheel AL-Rawas, Siddharthan Selvaraj, Nafij Bin Jamayet, Mohammad Khursheed Alam et al.
Frontiers in Dental Medicine
Cleft Lip and Palate Research
article

Development of artificial neural network model for predicting the rapid maxillary expansion technique in children with cleft lip and palate

Matheel AL-Rawas, Siddharthan Selvaraj, Nafij Bin Jamayet, Mohammad Khursheed Alam, Abedelmalek Kalefh Tabnjh, Johari Yap Abdullah, Adam Husein, Mohamed Zahoor Ul Huqh, Wan Muhamad Amir W Ahmad, Mohd Rosli bin Yahya
article en

Abstract

The effectiveness of the hybrid biometric model created in this work, which combines bootstrap and BLR with R-syntax was evaluated in terms of how accurately it predicted a binary response variable. A validation method based on an MLFFNN was used to evaluate the precision of the generated model. This leads to a good outcome.

Frontiers in Dental MedicineVol. 6
Jordan University of Science and Technology (JO), Jouf University (SA), University of Sharjah (AE), Hospital Universiti Sains Malaysia (MY), Dr. D.Y. Patil Vidyapeeth, Pune (IN), Hospital Raja Perempuan Zainab II (MY), Dr D Y Patil Dental College & Hospital (IN), IMU University (MY), Saveetha University (IN), University of Gothenburg (SE), SEGi University (MY)
Gender equality
Openalex Percentile: Top 91%
Cleft Lip and Palate Research
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