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Amira Zaylaa

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Amira Zaylaa

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Electrical and Computer Engineering

Google Scholar Citations: 445

H-Index: 13

a.zaylaa@bau.edu.lb

07 985080 Ex: 3405

Debbieh

Amira Zaylaa

Associate Professor

Amira J. Zaylaa earned her B.Sc. in Physics from the Lebanese University In 2009. In 2011, she earned her M.Sc. with distiction in Biomedical Physics Emphasis on Medical Imaging from the Lebanese University (LU). In 2011, Dr. Zaylaa joined a double Ph.D. program, in 2014 she obtained a Ph.D. degree in Biomedical Engineering from the Doctoral School of Science and Technology-Lebanese University, and a Ph.D. in Life and Health Sciences: Biomedical Signal Processing from Université François-Rabelais de Tours in France, with 'Highest Honors and Congratulations of Jury'. In 2014, Dr. Zaylaa joined the Faculty of Engineering and Architecture and the Faculty of Medicine at the American University of Beirut as a post-doctoral researcher for 2 years. In 2015, she joined the LU as an Assistant Professor. In 2019 Dr. Zaylaa joined the Faculty of Engineering at Beirut Arab University (BAU) and in 2021 she was assigned the coordinator of the Biomedical Engineering program, and in 2025 she was promoted to Associate Professor. Dr. Zaylaa has received 5 awards, 1 scholarship and has > 50 peer-reviewed publications. According to the ISI Web of Science and Scopus Dr. Zaylaa has an H-index of 5 and 8 respectively.  According to Google scholar there is over 450 citations and an H-index of 13. She acts as a reviewer to over 10 international academic journals, book publishers & others. She sits on the technical committees of many international conferences. She is an Editorial Board member of academic Journals including the Guest Editor role for a Special Issue in Pediatric Pulmonology, a Scopus Q1 Top-Ranked Journal published by Wiley & Sons, UK. Dr. Zaylaa is the Government Representative of the IEEE Lebanese Section, and a member in IEEE >10 years, IEEE Sensors Council, IEEE women in engineering, IEEE Engineering in Medicine and Biology Society, IEEE Council on RFID, IEEE Nanotechnology Council and IEEE Biometrics Council. Dr. Zaylaa is the Founder and Advisor of e-Health and Telemedicine club at BAU.

Research

  1. BioMedical Imaging, Chirp Medical Imaging
  2. NeuroImaging-Neuroengineering
  3. Complexity Theory, Nonlinear Signal Processing
  4. Artificial Intelligance, Robotics, e-Health & Telemedicine
  5. Rehabilitation & Applied Physics.

Refereed Journal Articles

  1. A.J. Zaylaa∗, L.N. Yassine, S. Kourtian. A Multi-Criterion Selection of Hybrid Features in Mammographic Imaging for Early Computer-Assisted Sensing and Detection of Breast Cancer. Sensors. 2026; 26(12):3874. doi: https://doi.org/10.3390/s2612387. (∗Main and Corresponding Author).
  2. L. Yassine and A.J. Zaylaa∗. Detection and Diagnostic Screening of Breast Cancer: A Systematic Review and Future Frontiers, BAU Journal - Science and Technology 2026; Vol. 7: Iss. 2, Article 10. doi: https://doi.org/10.54729/2959-331X.1179 (∗Last and Corresponding Author).     
  3.  A.J. Zaylaa∗ and S. Kourtian. From Pixels to Diagnosis: Early Detection of Diabetic Retinopathy Using Optical Images and Deep Neural Networks. Applied Sciences. 2025; 15(5):2684. doi: https://doi.org/10.3390/app15052684  (∗Main and Corresponding Author). 
  4. A.J. Zaylaa∗, I. Haidar, Z. Doughan, M. Moumnieh, H. Mrad, and A. Haidar. Designed for Limb Loss: An Artificial Intelligence-Based Bionic Prosthetic Arm Transition From Simulation to Reality. BAU Journal Science and Technology (Dec. 2024), vol.(6), Iss. (1), pp. 1-21, doi: https://doi.org/10.54729/2959-331X.1150 (∗Main and Corresponding Author).

 

  1. A.J. Zaylaa∗ and S. Kourtain. Advancing Breast Cancer Diagnosis through Breast Mass Images, Machine Learning and Regression Models. Sensors. 2024; 24(7):2312, doi: 10.3390/s24072312. (∗Main and Corresponding Author).

 

  1. A.J. Zaylaa∗ and A. El-Hajj. Neurocomputing and Interfacing Digital Tasting System: Research, Design and Evaluation. BAU Journal Science and Technology, pp. 1-24, (2023), ISSN: 2959-331X. doi: 10.54729/2959-331X.1100. (∗Main and Corresponding Author).

 

  1. A. El Dirani, Z. Hachem, A. Mohanna and A.J. Zaylaa∗. Traditional and Advanced Neuroimaging Contributions to the Diagnosis and Differential Diagnosis of Central Nervous System Lymphoma Patients Visiting a Comprehensive Medical Center. Open Neuroimaging Journal, vol. 13, issue 1, pp. 6-15, (2020), doi: 10.2174/1874440002013010006. (∗Corresponding Author).

 

  1. A. Sayed-Kassem, N. Kozah, G. Hajj-Moussa, R. Harb and A.J. Zaylaa∗. BMIVPOT, a Fully Automated Version of the IntraVenous Pole: Simulation, Design and Evaluation. Journal of Healthcare Engineering, (2020), vol. 2020, Article ID 7963497, 18 pages. doi: 10.1155/2020/7963497. (∗Corresponding Author).

 

  1. N. Jomaa, M. Haddad, G Adwane, A.J. Zaylaa and A. Rahbani. Dedicated Magnetic Resonance Imaging Sequences: Contribution in the Diagnosis of Focal Epilepsy in the Lebanese Population. Journal of Health Science, (2018), vol. 6, pp. 439-445, doi: 10.17265/2328-7136/2018.06.007.

 

  1. A.J. Zaylaa, M. Rachid, M. Shaib and I. EL Majzoub. A Handy Preterm Infant Incubator For Providing Intensive Care: Simulation, 3D Printed Prototype and Evaluation. Journal of Healthcare Engineering, (2018), vol. 2018, Article ID 8937985, 14 pages. doi: 10.1155/2018/8937985.

 

  1. A. Sayed-Kassem, A. Ghandour, L. Hamawy and A.J. Zaylaa∗. Cutting-Edge Robotic Intravenous Pole: Preliminary Design and Survey in Academic Medical Center in Lebanon. Journal of Biomedical Engineering and Medical Devices, (2017), vol. 2, no. 124. doi: 10.4172/2475-7586.1000124. (∗Corresponding Author).

 

  1. A. Zaylaa, J. Charara and J.-M. Girault. Advanced Discrimination Between Healthy and Intrauterine Growth Restricted Fetuses By Unbiased Recurrence Plots. Advanced Techniques in Biology & Medicine, (2016), vol. 4, no. 2. doi: 10.4172/2379-1769.1000177.

 

  1. K. Al Ali, M. Doumit, M. Atoui, A. Zaylaa, F. Karameh and Z. Nahas. Seizure Initiation with Focal Electrically Administered Seizure Therapy (FEAST). Neuropsychopharmacology, Nature (2015), vol. 40, pp. S443-S611.

 

  1. T. Akiki, M. Doumit, A. Zaylaa, F. Karameh and Z. Nahas. Contrasting Non-Linear Dynamic Analyses of EEG in Alert and Sedated States. Neuropsychopharmacology, Nature (2015), vol. 40, pp. S106-S271.

 

  1. A. Zaylaa, S. Oudjemia, J. Charara and J.-M. Girault. N-order and maximum fuzzy similarity entropy for discrimination of signals of different complexity: application to fetal heart rate signals. Computers in Biology and Medicine, Elsevier, (2015), vol. 64, pp. 323-333.

 

  1. A. Zaylaa, J. Charara and J.-M. Girault. Reducing Sojourn Points From Recurrence Plots To Improve The Transition Detection: Application To Fetal Heart Rate Transitions. Computers in Biology and Medicine, Elsevier, (2015), vol. 63, pp. 251-260.

 

  1. S. Oudjemia, A. Zaylaa, S. Haddab and J.-M. Girault. Coarse-Grained Multifractality Analysis Based on Structure Function Measurements to Discriminate Healthy From Distressed Foetuses. Computational and Mathematical Methods in Medicine, (2013), vol. 2013, Article ID 152828, 9 pages. doi: 10.1155/2013/152828.

 

  1. A. Zaylaa, S. Ménigot, J. Charara and J.-M. Girault. Automatic Optimization of Chirp Setting Parameters in Medical Ultrasound Contrast Imaging. Journal of Life Sciences, (2013), vol. 7, no. 6, pp. 592-598. doi: 10.17265/1934-7391/2013.06.005.

Conference Proceedings

  1. L. Yassine, D. Abi Haidar, A. J. Zaylaa*. Amyotrophic Lateral Sclerosis Detection and Staging through Hybrid Convolution Neural Network and Vision Transformer Framework. Proceedings to the IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT 2026), IEEE Publisher, Amman, Jordan, July 25, 2026, pp.1-7. (∗Last and Corresponding Authors). (Accepted)

 

  1. A. S. Safitri, A. Rizal, I. Wijayanto, A. J. Zaylaa*. EEG-Based Arousal Classification Using Gray-Level Co-occurrence Matrix (GLCM) Features with Machine Learning. Proceedings to the 5th International Conference on Electronics Representation and Algorithm (ICERA 2026), IEEE Publisher, Yogyakarta, Indonesia, July 25, 2026, pp.1-5. (∗Last and Corresponding Authors). (Accepted)

 

  1. A. Muliawan, L. Yassine, A. Rizal, A. J. Zaylaa*. Uncovering Alzheimer's Disease Patterns in Patient Health Records through Artificial Intelligence and Principal Component Analysis. Proceedings to the 5th IEEE International Multidisciplinary Conference on Engineering Technology, IEEE Publisher, pp.1-6. April 15-17, 2026. Doi: 10.1109/IMCET69180.2026.11503693. (∗Last and Corresponding Authors). 

 

  1. M. Z. Abo Hadba, A. J. Zaylaa, M. Ayache. A New Multi-Class Framework for Electrocardiogram (ECG) Arrhythmia Classification Using Artificial Intelligence. Proceedings to the 5th IEEE International Multidisciplinary Conference on Engineering Technology, IEEE Publisher, pp.1-6. April 15-17, 2026. Doi: 10.1109/IMCET69180.2026.11503730.

 

  1. Z. Doughan*, A. M. Haidar, H. Al Khatib, A. Alawieh, A. Mostapha, S. Sinno, J. Jalloul, H. Temsah, A. J. Zaylaa*. Neural Network Based Firefighters Monitoring and Tracking System. Proceedings to the 2025 Eighth International Conference on Advances in Biomedical Engineering (ICABME 2025), IEEE Publisher, November, 2025, Debbieh, Lebanon, pp. 1-6. Doi: 10.1109/ICABME66883.2025.11211561. (∗Corresponding Authors).

 

  1.  M. Z. Abo Hadba, A. J. Zaylaa, M. Ayache. ECG Signal Classification for Heart Disease Detection: A Systematic Review and Future Directions. Proceedings tothe2025 Eighth International Conference on Advances in Biomedical Engineering (ICABME 2025), IEEE Publisher, November, 2025, Debbieh, Lebanon, pp. 01-08. Doi: 10.1109/ICABME66883.2025.11211641.
  2. H. El Hajj Youssef, A. Yassine, S. Allabban, M. Himada, M. Z. Abu-Hadba, I. Haidar, A. J. Zaylaa, M. Ayache and A. Haidar. Obstructive Sleep Apnea Detection System Using Electrocardiogram (ECG) Signals, 2025 Eighth International Conference on Advances in Biomedical Engineering (ICABME 2025), Debbieh, Lebanon, 2025, pp. 1-5. Doi: 10.1109/ICABME66883.2025.11210874.

 

  1. 7. B.M.Williamsyah, A.Rizal, T.W.Purboyo, L.A.Oktaviana, A.Alfridsyah, A. J. Zaylaa∗. Biometric Gait Recognition Using BlazePose and Deep Learning. Proceedings to the 12th International Conference on Information Technology, Computer and Electrical Engineering (IEEE-ICITACEE 2025), IEEE Publisher, Semarang, Indonesia, pp. 1-6, 28 August, 2025. Doi:  10.1109/ICITACEE66165.2025.11232826. (∗Last and Corresponding Author). 

 

  1. S. Subekti, I. Rizki, A. Rizal, S. Hadiyoso, A. J. Zaylaa, T. Triwiyanto. Improved Feature Selection Using Equal Grouping Method for EEG Motor Imagery. Proceedings to IEEE-International Conference on Artificial Intelligence For Learning and Optimization (IEEE-ICoAILO 2025), 7-9 August, 2025, Bali, Indonesia.

 

  1. A. J. Zaylaa∗, A. Daher, M. Ayache, N. Omeirat, R. Mahmoud, B. Abou Hawili. Early Diagnosis of Osteoporosis: An Artificial Intelligence-Based Framework. In Proc. 2023 Seventh International Conference on Advances in Biomedical Engineering (ICABME). (2023), pp. 226-231, IEEE Publisher, doi: 10.1109/ICABME59496.2023.10293019. (∗Main and Corresponding Author).

 

  1. A. Daher, M. Ayache, A. J. Zaylaa, M.Z. Abou Hadba, Y. Aycha and H. Hmadeh. Artificial Intelligence-Powered Development of a System for Detection, Diagnosis, and Rehabilitation of Eye Strabismus Disorder. In Proc. 2023 Seventh International Conference on Advances in Biomedical Engineering (ICABME). (2023), pp. 220-225, IEEE Publisher, doi: 10.1109/ICABME59496.2023.10293014.

 

  1. M.N. Younis, S.Haj Sleiman, S. Khadra, A. J. Zaylaa, A. Daher and M. Ayache. Building a Brain Computer Interface (BCI) Using Electroencephalogram (EEG) Signals’ Classification. In Proc. 2023 Seventh International Conference on Advances in Biomedical Engineering (ICABME). (2023), pp. 130-136, IEEE Publisher, doi: 10.1109/ICABME59496.2023.10293031.
  2. A. J. Zaylaa∗, M. Makki and R. Kassem. Thalassemia Diagnosis Through Medical Imaging: A New Artificial Intelligence-Based Framework, In Proc. 2022 International Conference on Smart Systems and Power Management (IC2SPM-IEEE). (2022), pp.1-6. Beirut-Lebanon. (∗Main and Corresponding Author).

 

  1. A. J. Zaylaa∗, G. I. Wehbe and A. M. Ouahabi. Bringing AI to Automatic Diagnosis of Diabetic Retinopathy from Optical Coherence Tomography Angiography, In Proc. 6th ICABME-IEEE, (2021), pp.49-53. Wardenieh-Lebanon. (∗Main and Corresponding Author).

 

  1. A. J. Zaylaa∗, R. Ghotmi and S. Barakat. Urine Analysis Device from Research to Design. In Proc. 5th IEEE-MECBME, October 27-29, (2020), pp.1-6. Amman-Jordan. (∗Main and Corresponding Author).

 

  1. H. ElSayed, N. Ghannam and A.J. Zaylaa∗. A Smart Orthopedic Bed for General Purpose Rehabilitation. In Proc. 5th ICABME-IEEE, October, Tripoli-Lebanon, (2019), pp.1-4. (∗Corresponding Author).

 

  1. N. Ayoub, S. Soboh, H. Salah Eldeen and A.J. Zaylaa∗. A Smart Hip Abduction Splint For Developmental Dysplasia. In Proc. 5th ICABME-IEEE, October, Tripoli-Lebanon, (2019), pp.1-4. (∗Corresponding Author).

 

  1. R. Chaaban, W.Issa, A. Bouakaz and A.J. Zaylaa∗. Hypertensive Disorders of Pregnancy and Fetal Doppler Ultrasound Signals: Kurtosis Based Classification. In Proc. 5th ICABME-IEEE, October, Tripoli-Lebanon, (2019), pp.1-4. (∗Corresponding Author).

 

  1. M. H. A. Noureldine, Y. Al Daulei, R. Kikano, N. Riachi, Y. Fares, R. Ahdab and A.J. Zaylaa∗. Quantification of Corticospinal Tract Atrophy Using Diffusion Tensor Imaging: A Potential Diagnostic Tool in Amyotrophic Lateral Sclerosis. In Proc. International Multidisciplinary Conference on Engineering Technology (IMCET)-IEEE, November, Beirut-Lebanon, (2018). (∗Corresponding Author).

 

  1. G. Hajj-Moussa, A. Sayed Kassem, N. Kozah, R. Harb, M. Arnaout and A.J. Zaylaa∗. Prototype Advancement of the Robotic IV Pole: Preliminary Simulation. In Proc. Third International Conference on Computer and Applications (ICCA)-IEEE, Beirut-Lebanon, (2018), pp. 71-74. (∗Corresponding Author).

 

  1. M. Shaib, M. Rachid, L. Hamawy, M. Arnout, I. EL Majzoub and A.J. Zaylaa∗. Advanced Portable Preterm Baby Incubator. In Proc. ICABME-IEEE, (2017), pp. 1-4. (∗Corresponding Author).

 

  1. L. Al Tinnawi, R. Harb, H. Nasser, A. Zaylaa and L. Hamawy. A New Dumb’s Communication System. 23eme Conference Scientifique Internationale La Science et la Recherche au Service de l’Homme, April (2017).

 

  1. A.J. Zaylaa, S. Saleh, F.N. Karameh, Z. Nahas and A. Bouakaz. Cascade of Nonlinear Entropy and Statistical Approaches to Discriminate Fetus Heart Rates. In Proc. ACTEA-IEEE, ASEE (2016), pp. 152-157. (Main Author)

 

  1. A.J. Zaylaa, A. Harb, F.I. Khatib, Z. Nahas and F.N. Karameh. Entropy Complexity Analysis of Electroencephalographic Signals during Anesthesia, Induced Seizures, and Normal Brain Activity States. In Proc. ICABME-IEEE, Beirut-Lebanon, (2015), pp. 134-137. (Main Author)

 

  1. F. Poulon, M. Zanello, A. Ibrahim, A.J. Zaylaa, P. Varlet, B. Devaux and D. A. Haidar. Comparison between fresh and fixed human biopsies using spectral and lifetime measurements: Fluorescence analysis using one and two photon excitations. In Proc. ICABME-IEEE, Beirut-Lebanon, (2015), pp. 25-28.

 

  1. A. Zaylaa, J.-M. Girault and J. Charara. Unbiased Recurrence Plot Quantification of Chaotic Dynamic Systems By Eliminating Sojourn Points. In Proc. ICABME-IEEE, (2013), pp. 187-190. (Main Author)

 

 

  1. S. Oudjemia, A. Zaylaa, J. Charara and J.-M. Girault. Delta-Fuzzy Similarity Entropy to Discriminate Healthy from Sick Fetus. In Proc. ICABME-IEEE, (2013), pp. 1-4.

 

  1. A. Zaylaa, S. Ménigot, J. Charara and J.-M. Girault. Empirical Optimization Of Frequency Parameters In Chirp Inversion Imaging. In Proc. Acoustics 2012, Nantes-France, (2012), pp. 2889-2893. (Main Author)

 

  1. A. Zaylaa, S. Ménigot, M. Nasserdie, J. Charara and J.-M. Girault. Empirical Optimization Of Chirp Excitation: Application To Contrast Ultrasound Imaging. In Proc. 18th ISMNDS-LAAS, March 22-24, (2012), page 109. (Main Author)

 

  1. A. Zaylaa, J.-M. Girault and J. Charara. Empirical Research On The Optimization Of The Frequency Parameters Of Chirp Sequences Used In Contrast Ultrasound Imaging. In Proc. ICABME, Tripoli-Lebanon, (2011), pp. 59-60. (Main Author).

Conference Posters

  1. M. Moumneha, H. Mrad, Supervisor: A.J. Zaylaa, Co-Supervisor: A. Haidar, Z. Doughan, and I. Haidar. Artificial Intelligence Based Bionic Arm. First Scientific and Engineering Day, 2023, Lebanon.
  2. A. Mostapha, A. Alawieh, H. Al Khatib, H. Temsah, J. Jalloul, S. Sinno Supervisors: A.J. Zaylaa, Z. Doughan and A. Haidar. A Smart System for Firefighter Safety and Monitoring. First Scientific and Engineering Day, 2023, Lebanon.
  3. B. Abouzour, R. Mhanna, A.J. Zaylaa. Automatic Gauze Machine. Fourth Bekaa Engineering Exhibition 2019, May 2019, Bekaa, Lebanon. inserm-02334916.
  4. M. Kbar, T. Madi, A.J. Zaylaa. Smart Teeth Imaging Device. Fourth Bekaa Engineering Day 2019, May 2019, Bekaa, Lebanon. hal-02139907.
  5. R. Chaaban, W. Issa, J.-M. Girault and A.J. Zaylaa. The Study of Hypertensive Disorders of Pregnancy Using Doppler Ultrasound Fetal Information. Annual Engineering Exhibition 2018, Lebanese International University, (2018), May 2018, Beirut, Lebanon.
  6. N. Kozah, A. Sayed-Kassem, G. Hajj-Moussa and A.J. Zaylaa. Advanced Prototype for an Automated Version of the Robotic IV Pole. Annual Engineering Exhibition 2018, Lebanese International University, (2018), May 2018, Beirut, Lebanon.
  7. A. Ghandour, A. Sayed-Kassem and A. Zaylaa. Cutting Edge Wireless-Based Intravenous Stand Robot. Annual Engineering Exhibition 2016, Lebanese International University, (2016), May 2016, Beirut, Lebanon.
  8. A. Zaylaa, S. Ménigot, J. Charara and J.-M. Girault. Automatic Approach Seeking Optimal Frequency Modulation Parameters In Chirp Inversion and Chirp Reversal Ultrasound Contrast Imaging.The Second Science Meeting. Doctoral School of Sciences and Technology, Lebanese University, (2012), Jun 2012, Hadath, Lebanon.

Books

A. Zaylaa. "Analysis and Extraction of Complexity Parameters of Biomedical Signals" Ph.D. thesis, François-Rabelais University of Tours, France (2014).

Teaching

Undergraduate Senior Courses:

  1. Biomedical Imaging I (BIME 421)
  2. Biomedical Imaging II (BIME 422)
  3. Biological Materials (BIME 432)
  4. Telemedicine (BIME 541)
  5. Internship (BIME 499)
  6. Final Year Project 1 (BIME 501)
  7. Final Year Project 2 (BIME 502)
  8. Biomedical Image Processing (BIME 413)
  9. Biomedical Imaging II Laboratory (BIME 422L)
  10. Biomedical Ethics and Human Safety (BIME 320)
  11. Biomedical Photonics and Optical Imaging (BIME 524)

Undergraduate Courses:

  1. Electricity and Magnetism (PHYS 281)
  2. Biomedical Sensors (BIME 441)
  3. Machine Learning for Medical Applications (BIME 336)

Graduate Courses:

  1. Neuro-AI Imaging (BIME 622)
  2. Master Thesis (BIME 699)