AI and Conventional Techniques used for Drugs and Orthodontic Tooth Movement
DOI:
https://doi.org/10.36371/port.2024.3.4Authors
Artificial Intelligence (AI) is emerging as a transformative force in both drug development and orthodontics. This paper provides an overview of key AI techniques employed in these fields. In drug development, AI is accelerating discovery, development, and delivery through generative models, predictive modeling, image analysis, and natural language processing. Orthodontics benefits from AI through image analysis, treatment planning, and patient experience enhancement. Common AI techniques in both domains include machine learning, deep learning, natural language processing, and computer vision. By leveraging these technologies, researchers and clinicians can achieve significant advancements in drug discovery, treatment efficacy, and patient care.
Keywords:
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[59] Ahmed Hussein Salman, Waleed Ameen Mahmoud Al-Jawher “A Hybrid Multiwavelet Transform with Grey Wolf Optimization Used for an Efficient Classification of Documents” International Journal of Innovative Computing, Vol. 13, Issue 1-2, PP. 55-60, 2022.
[60] Shaymaa Abdulelah Shaban, Waleed A Mahmoud Al-Jawher “K-Means Clustering Algorithm for Medical Images” International Journal of Advances in Engineering and Management. Vol. 4, 2022.
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[63] Ammar A Sakran, Suha M Hadi, Waleed A Mahmoud Al-Jawher “Advancing DNA Signal Processing: Integrating Digital and Biological Nuances for Enhanced Identification of Coding Regions” Journal Port Science Research, Volume, 6, Issue 4, Pages 374-387, 2023.
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[73] Rasha Ali Dihin, Ebtesam AlShemmary and Waleed Al-Jawher “Diabetic Retinopathy Classification Using Swin Transformer with Multi Wavelet” Journal of Kufa for Mathematics and Computer, Vol. 10, Issue 2, PP. 167-172, 2023.
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[93] Walid Amin Mahmoud, Raghad Aladdin Jassim “Image Denoising Using Hybrid Transforms” Engineering and Technology Journal, Vol. 25, Issue 5, PP. 669-682, 2007.
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[97] W. A. Mahmoud & I. A Al-Akialy “A Tabulated Method of Computation Multiwavelet Transform” Al-Rafidain University College, Vol. 15, PP. 161-170, Iraq, 2004.
[98] W. A. Mahmoud & Z. J. M. Saleh “ An Algorithm for Computing Multiwavelets &Inverse Transform Using an Over-Sampled Scheme of Pre& Post processing respectively” Engineering Journal, Vol. 10, Issue 2, PP. 270-288, 2004.
[99] Walid A Mahmoud, Majed E Alneby, Wael H Zayer “2D-multiwavelet transform 2D-two activation function wavelet network-based face recognition” J. Appl. Sci. Res, Vol. 6, I. 6, 2010.
[100] Waleed A Mahmoud, Dheyaa J Kadhim “A Proposal Algorithm to Solve Delay Constraint Least Cost Optimization Problem” Journal of Engineering, Vol. 19, Iss 1, PP 155-160, 2013.
[101] Adnan HM Al-Helali, Hamza A Ali, Buthainah Al-Dulaimi, Dhia Alzubaydi, Walid A Mahmoud “Slantlet transform for multispectral image fusion” Journal of Computer Science, Vol.5, Issue 4, PP. 263-267, 2009.
[102] H. Al-Taai, Waleed A. Mahmoud & M. Abdulwahab “New fast method for computing multiwavelet coefficients from 1D up to 3D” , Proc. 1st Int. Conference on Digital Comm. & Comp. App., Jordan, PP. 412-422, 2007.
[103] A H Kattoush, Waleed Ameen Mahmoud Al-Jawher, O Q Al-Thahab “A radon-multiwavelet based OFDM system design and simulation under different channel conditions” Journal of Wireless personal communications, Volume 71, Issue 2, Pages 857-871, 2013.
[104] Waleed A. Mahmoud Al-Jawher, T Abbas – “Feature combination and mapping using multiwavelet transform” IASJ, AL-Rafidain, Issue 19, Pages 13-34, 2006
[105] WA Mahmoud, AS Hadi, TM Jawad “Development of a 2-D Wavelet Transform based on Kronecker Product” - Al-Nahrain Journal of Science, Vol. 15, Issue 4, PP. 208-213, 2012
[106] Waleed. A. Mahmoud & I.K. Ibraheem "Image Denoising Using Stationary Wavelet Transform” Signals, Inf. Patt. Proc. & Class. Vol. 46, Issue 4, Pages 1-18, 2003.
[107] Saleem MR Taha, Walid A Mahmood "New techniques for Daubechies wavelets and multiwavelets implementation using quantum computing " 2013, Journal Facta universitatis-series: Electronics and Energetics, Volume 26, Issue 2, Pages 145-156, 2013.
[108] WA Mahmoud, ZJM Saleh, NK Wafi “The Determination of Critical-Sampling Scheme of Preprocessing for Multiwavelets Decomposition as 1st and 2nd Orders of Approximations.” Journal of Al-Khwarizmi Engineering Journal, Volume 1, Issue 1, Pages 26-37, 2005.
[109] Walid Amin Mahmoud-Jawher “Computation of wavelet and multiwavelet transforms using fast fourier transform” Journal Port Science Research, Vol. 4, Issue 2, PP. 111-117, 2021.
[110] Saadi Mohammed Saadi, Waleed Al-Jawher “Enhancing image authenticity: A new approach for binary fake image classification using DWT and swin transformer” Global Journal of Engineering and Technology Advances, Volume 19, Issue 03, Pages 001-010, 2024.
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- Published: 2024-07-30
- Issue: Vol. 7 No. 3 (2024): TRANSACTION ON ENGINEERING TECHNOLOGY AND THEIR APPLICATIONS
- Section: Articles