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Wan Azani Mustafa

Universiti Malaysia Perlis

24H-index
442Paper Count
2.7KCitation Count
Published Papers 25
Publication Date
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Artificial Intelligence for Infant Pain Detection: A Bibliometric and Knowledge Mapping Review
errBioengineering-Basel
IF3.7
err2026-09-29
err0
errOAAI
errWan Azani Mustafa; Norhayati Mohd Zain; Halimaton Hakimi; Muhammad Naufal Mansor; Debrina Puspita Andriani
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Accurate Segmentation of Overlapping Cervical Cells Using an Optimized Deep Learning Framework for Cytology Screening
errDiagnostics
IF3.3
err2026-09-08
err0
errOAAI
errAmal A. Alzu’bi; Mohammad Khatatbeh; Wan Azani Mustafa; Norhayati Mohd Zain; Hiam Alquran; Alia Al-Mohtaseb; Khaled Z. Alawneh; Mohammad Fawaeer; Bara’a Fawaeer; Shatha Salameh; Ahmad Alhussain
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Clinical Applications and Decision-Making Impact of Contrast-Enhanced Mammography and MRI: A Recent Structured Review
errDiagnostics
IF3.3
err2026-06-26
err0
errOAAI
errNorhayati Mohd Zain; Wan Azani Mustafa
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errSave
Automated Cervical Nuclei Segmentation in Pap Smear Images Using Enhanced Morphological Thresholding Techniques
errDiagnostics 2025, Vol. 15, Page 2328
IF3.3
err2025-09-30
err0
errOAAI
errWan Azani Mustafa; Khalis Khiruddin; Syahrul Affandi Saidi; Khairur Rijal Jamaludin; Halimaton Hakimi; Mohd Aminudin Jamlos
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Comparative analysis of cervical cancer classification of DPAGCHE-enhanced Pap smear images using convolutional neural network models
errPLOS ONE
IF2.6
err2025-09-08
err1
errOAAI
errKhiruddin, Khalis; Mustafa, Wan Azani; Islam, M. D. Ashequl; Jamaludin, Khairur Rijal; Alquran, Hiam; Ab Rahman, Khairul Shakir
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errSave
Attention-enhanced hybrid CNN–LSTM network with self-adaptive CBAM for COVID-19 diagnosis
errArray
IF4.5
err2025-06-05
err0
errOAAI
errFatin Nabilah Shaari; Aimi Salihah Abdul Nasir; Wan Azani Mustafa; Wan Aireene Wan Ahmed; Abdul Syafiq Abdull Sukor
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errSave
Editorial for the Special Issue Medical Data Processing and Analysis-2nd Edition
errDIAGNOSTICS
IF3.3
err2025-05-04
err0
errOAAI
errMustafa, Wan Azani; Alquran, Hiam
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errSave
University Students' Perspectives on Adopting Internet of Things Technologies in Smart Farming: An Analysis Using the Extended Technology Acceptance Model
errHUMAN BEHAVIOR AND EMERGING TECHNOLOGIES
IF3
err2025-01-01
err0
errOAAI
errZul Azlan, Zulfadli Hazim; Junaini, Syahrul Nizam; Khan, Adnan Shahid; Mustafa, Wan Azani; Ghasemzadeh, Behnam
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Enhancing COVID-19 Classification Accuracy with a Hybrid SVM-LR Model
errBIOENGINEERING-BASEL
IF3.7
err2023-11-15
err1
errOAAI
errNordin, Noor Ilanie; Mustafa, Wan Azani; Lola, Muhamad Safiih; Madi, Elissa Nadia; Kamil, Anton Abdulbasah; Nasution, Marah Doly; Hamid, Abdul Aziz K. Abdul; Zainuddin, Nurul Hila; Aruchunan, Elayaraja; Abdullah, Mohd Tajuddin
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A New Weighted Deep Learning Feature Using Particle Swarm and Ant Lion Optimization for Cervical Cancer Diagnosis on Pap Smear Images
errDIAGNOSTICS
IF3.3
err2023-08-25
err7
errOAAI
errAlsalatie, Mohammed; Alquran, Hiam; Mustafa, Wan Azani; Zyout, Ala'a; Alqudah, Ali Mohammad; Kaifi, Reham; Qudsieh, Suhair
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errSave
Editorial on Special Issue Medical Data Processing and Analysis
errDIAGNOSTICS
IF3.3
err2023-06-16
err0
errOAAI
errMustafa, Wan Azani; Alquran, Hiam
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errSave
Cervical Cancer Detection Techniques: A Chronological Review
errDIAGNOSTICS
IF3.3
err2023-05-17
err4
errOAAI
errMustafa, Wan Azani; Ismail, Shahrina; Mokhtar, Fahirah Syaliza; Alquran, Hiam; Al-Issa, Yazan
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errSave
Improvement of Time Forecasting Models Using Machine Learning for Future Pandemic Applications Based on COVID-19 Data 2020-2022
errDIAGNOSTICS
IF3.3
err2023-03-15
err4
errOAAI
errHamid, Abdul Aziz K. Abdul; Nawi, Wan Imanul Aisyah Wan Mohamad; Lola, Muhamad Safiih; Mustafa, Wan Azani; Malik, Siti Madhihah Abdul; Zakaria, Syerrina; Aruchunan, Elayaraja; Zainuddin, Nurul Hila; Gobithaasan, R. U.; Abdullah, Mohd Tajuddin
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errSave
Accuracy Analysis of Deep Learning Methods in Breast Cancer Classification: A Structured Review
errDIAGNOSTICS
IF3.3
err2023-02-11
err13
errOAAI
errYusoff, Marina; Haryanto, Toto; Suhartanto, Heru; Mustafa, Wan Azani; Zain, Jasni Mohamad; Kusmardi, Kusmardi
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errSave
Robust Image Processing Framework for Intelligent Multi-Stage Malaria Parasite Recognition of Thick and Thin Smear Images
errDIAGNOSTICS
IF3.3
err2023-01-31
err2
errOAAI
errAris, Thaqifah Ahmad; Nasir, Aimi Salihah Abdul; Mustafa, Wan Azani; Mashor, Mohd Yusoff; Haryanto, Edy Victor; Mohamed, Zeehaida
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errSave
H. pylori Related Atrophic Gastritis Detection Using Enhanced Convolution Neural Network (CNN) Learner
errDIAGNOSTICS
IF3.3
err2023-01-17
err9
errOAAI
errYacob, Yasmin Mohd; Alquran, Hiam; Mustafa, Wan Azani; Alsalatie, Mohammed; Sakim, Harsa Amylia Mat; Lola, Muhamad Safiih
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errSave
Advanced Time-Frequency Methods for ECG Waves Recognition
errDIAGNOSTICS
IF3.3
err2023-01-13
err8
errOAAI
errZyout, Ala'a; Alquran, Hiam; Mustafa, Wan Azani; Alqudah, Ali Mohammad
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errSave
Automated Detection of Corneal Ulcer Using Combination Image Processing and Deep Learning
errDIAGNOSTICS
IF3.3
err2022-12-17
err5
errOAAI
errQasmieh, Isam Abu; Alquran, Hiam; Zyout, Ala'a; Al-Issa, Yazan; Mustafa, Wan Azani; Alsalatie, Mohammed
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errSave
Pap Smear Images Classification Using Machine Learning: A Literature Matrix
errDIAGNOSTICS
IF3.3
err2022-11-22
err8
errOAAI
errAlias, Nur Ain; Mustafa, Wan Azani; Jamlos, Mohd Aminudin; Alquran, Hiam; Hanafi, Hafizul Fahri; Ismail, Shahrina; Ab Rahman, Khairul Shakir
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errSave
Optimized Intelligent Classifier for Early Breast Cancer Detection Using Ultra-Wide Band Transceiver
errDIAGNOSTICS
IF3.3
err2022-11-19
err3
errOAAI
errHalim, Ahmad Ashraf Abdul; Andrew, Allan Melvin; Mustafa, Wan Azani; Yasin, Mohd Najib Mohd; Jusoh, Muzammil; Veeraperumal, Vijayasarveswari; Abd Rahman, Mohd Amiruddin; Zamin, Norshuhani; Mary, Mervin Retnadhas; Khatun, Sabira
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
K
Kamaruzzaman Sopian
H-index: 113 · Papers: 1.3K
M
Mohd Hafidz Ruslan
H-index: 33 · Papers: 132
J
Jasni Mohamad Zain
H-index: 29 · Papers: 253
M
Muzammil Jusoh
H-index: 28 · Papers: 302
M
Masita Mohammad
H-index: 27 · Papers: 101
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