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PROJECTS AND RESEARCH
● Collaboration with King Abdulaziz Hospital (King Fahad Center for Medical Research) Hematology Research Group in Jeddah. The research explores three diseases: hypercholesterolemia, postpartum hemorrhage, Sickle cell anemia, COVID-19, and Thalassemia.
● Collaboration with the Center of Excellence in Genomic Medicine Research in Jeddah. The research explores three diseases: leukemia, colon cancer, and breast cancer.
● Collaboration with King Abdulaziz Hospital in Jeddah. The research explores two diseases: Metabolic diseases, and autism.
● Collaboration with the Johns Hopkins Aramco Healthcare in Dhahran. The research in ankle and foot injuries(orthopedics).
● Collaboration with the South Australian Health and Medical Research Institute (SAHMRI) in Adelaide, King Faisal Specialist Hospital and Research Centre in Riyadh, and King Abdulaziz Medical City in Jeddah. The research explores “Personalized Medicine Support System for Chronic Myeloid Leukemia Patients”.
● Minor Research Thesis, (U-PrefixSpan: Frequent Sequential Pattern Mining with Uncertain Data), 2011, La trobe University, School of Computer Science.
● Undergraduate Research Thesis (the Treatment Knowledge Acquisition Tool for Automatic Generating Expert Systems in Agriculture Domain), 2006, Tibah University, Computer Science department.
● Programming (A Fuzzy System for Power Marketing Prediction), 2011.
● Multi-agent system to track the latest score of the favorite sports team, 2010.
● Binding Sites Recognition in DNA sequences using Neural Network 2008.
● Binding Sites Recognition in DNA sequences using Decision Tree, 2008.
● Programming the E-collage for exams monitoring, 2008.
● Programming the Treatment Knowledge Acquisition Tool for Automatic Generating Expert Systems in the agriculture Domain [TKAT] a project to complete the requirements of Bachelor Degree, 2006.
● Designing the Information Base of TKAT, 2006.
● Designing “The Pharaonic Egypt" website, 2005.
● Designing and developing an automated system for the handicap rehabilitation center, 2005.
● Programming the simulation storage portion and protection in main memory, 2004.
● Programming the Compiler, 2004.
Research Supervision
Master student:
● Jalilah Falatah project “Investigating Deep Domain Adaptation Methods to Classify EEG-Based Imagined Speech to Support Locked-in Syndrome Patients” is expected to graduate in 2025.
● Salwa Alzhrani, project” Investigating Deep Domain Adaptation Methods to Classify EEG-Based Imagined Speech to Support Locked-in Syndrome Patients”, is expected to graduate in 2024.
● Reem Bahathiq, project title “A Deep Learning-based Approach to Diagnosing Autism Spectrum Disorder Using MRI Data”, graduated in 2023.
Undergraduate students:
· Asma Alshamarni, Hanadi Almutiry and Ghaidaa Almouhana, project title “Lifetime Healthcare Support in Beta Thalassemia Using Expert System with QR Code”, graduated in 2020.
· Rahaf Alrwithi, Sara Alhadhrami, and Esraa Almagrabi, project title “An Intelligent System for Proper Management and Disposal of Unused and Expired Medication”, graduated in 2021. Bronze Medal winner in Warso Innovation Show 2021.
· Shahad Almalki, Lama Almihmadi, and Amjad Alshahrani, project title ”Knowledge-Based System and Intelligent Orthopedic Cast with Personalized Transcutaneous Electrical Nerve Stimulator Therapy” , graduated in 2022.
· Lujain Alsefri, Maha Alshomrani, Sara Alahmari and Morouj Hamdhy, project title “Activate Mobile User Interface to Assist in Coping with Negative Emotions by Using Rule-based Chatbot and EEG-based Emotion Recognition”, graduated in 2023.
· Fai Alnagrani, Jana Altalhi, and Ghaida Alsharif, project title” An integrated cognitive warning system in smart strollers for early detection of seizure, and discomfort in infants through EEG-based disease and emotional recognition” expected graduate in 2024.
· Alaa Alghamdi, Raghad Alharbi, and Hanoof Mohammed,” Personalized Visual Pain Assessment Across Seven Dimensions Using EEG-Enhanced fuzzy Expert System with QR Code Integration” expected graduate in 2025.
PUBLICATIONS
Registered in the National Center for Biotechnology Information (NCBI):
· Maysaa Fatani, Haneen Banjar,"Web-based Expert Bots System as Key Detectives in Identifying Complementary Personality Traits and Recommending Optimal Team Composition”, International Journal of Advanced Computer Science and Applications (IJACSA), vol 15(2), 2024. Impact Factor:0.9
· Reem Ahmed Bahathiq, Haneen Banjar, Salma Kammoun Jarraya, Ahmed K. Bamaga, Rahaf Almoallim, "Efficient Diagnosis Of Autism Spectrum Disorder Using Optimized Machine Learning Models Based On Structural Mri", Applied Sciences, vol: 14, pp. 473, 2024.
DOI: 10.3390/app14020473 Impact Factor:2.7
· Aliaa Amr Alamoudi, Sahar Eldakhakhny, Haneen Banjar, Ghada Ajabnoor, Sama Badr Aljohani, Rasha Ramadan Basheer, Basmah Eldakhakhny, Mazen Badawi, Ayman Elsamanoudy, "Association between laboratory markers and Covid-19 disease severity and outcome: a retrospective cohort study in Saudi Arabia", Frontiers in Immunology, IF: 8.786, vol: 14, DOI: 10.3389/fimmu.2023.1198530 Impact Factor:7.3
· Zeenat Mirza, Md Shahid Ansari, Md Shahid Iqbal, Nesar Ahmad, Nofe Alganmi, Haneen Banjar, Mohammed H. Al-Qahtani, Sajjad Karim, "Identification of Novel Diagnostic and Prognostic Gene Signature Biomarkers for Breast Cancer Using Artificial Intelligence and Machine Learning Assisted Transcriptomics Analysis", Cancers, IF: 6.575, vol: 15, pp. 3237, DOI: 10.3390/cancers15123237 Impact Factor:5.2
· Haneen Banjar, "Modeling Prediction Rules To Build Fuzzy Expert System In Supporting The Diagnosis Of Anemia", Healthcare, Impact Factor:3.16, 2023.
· Mayda Alrige, Haneen Banjar, Taghreed Shuaib, Amal Ahmed and Raghad Gharbawi, "Knowledge-Based Dietary Intake Recommendations Of Nutrients For Pediatric Patients With Maple Syrup Urine Disease", Healthcare 2023, 11, 301. Https://Doi.Org/10.3390/Healthcare11030301, Impact Factor:3.16, 2023.
· Haneen Reda Banjar, "A Smart Monitoring System For Self-Nutrition Management In Pediatric Patients With Inherited Metabolic Disorders: Maple Syrup Urine Disease (Msud)", Healthcare 2023, 11, 178. Https://Doi.Org/10.3390/Healthcare11020178, Impact Factor:3.16, 2023.
· Reem Ahmed Bahathiq , Ahmed K. Bamaga, Haneen Reda Banjar and Salma Kammoun Jarraya, "Machine Learning For Autism Spectrum Disorder Diagnosis Using Structural Magnetic Resonance Imaging: Promising But Challenging", Frontiers In Neuroinformatics, Impact Factor:4.75 Doi: Https://Doi.Org/10.3389/Fninf.2022.949926, 2022.
· Deemah Alshehri, Haneen Banjar, "Increasing Awareness of Proper Disposal of Unused and Expired Medication Using a Knowledge-Based Disposal Management System", Journal of Environmental and Public Health, vol: 2022, pp. 1-10. DOI: 10.1155/2022/1797440.
· Alma Mohammed Alturaiki, Haneen Reda Banjar, Ahmed Salleh Barefah, Salwa Abdulrahman Alnajjar, Salwa Hindawi, Manolis Tsiknakis, "A Smart Chatbot for Interactive Management in Beta Thalassemia Patients", International Journal of Telemedicine and Applications, vol: 2022, pp. 1-13.DOI: 10.1155/2022/9734518. Impact Factor: 2.11, 2022.
· Haneen Banjar, Rahaf Alrowithi, Sara Alhadrami, Esraa Magrabi, Reema Munshi, Mayda Alrige, "An Intelligent System for Proper Management and Disposal of Unused and Expired Medications", International Journal of Environmental Research and Public Health, vol: 19, pp. 2875. Impact Factor: 3.39.
· Banjar HR, Zaher GF, Almutiry HS, et al. Web-based expert system with quick response code for beta-thalassemia management. Health Informatics Journal. January 2021. doi:10.1177/1460458221989397. Impact Factor: 2.932, 2021.
· Haneen Reda Banjar, Heba Alkhatabi, Nofe Alganmi and Ghaidaa ibraheem Almouhana, " Prototype Development of an Expert System of Computerized Clinical Guidelines for COVID-19 Diagnosis and Management in Saudi Arabia” 2020, International Journal of Environmental Research and Public Health. 17(21) doi: 10.3390/ijerph17218066. Impact Factor: 2.849.
· Haneen Banjar, Damith Ranasinghe, Fred Brown, David Adelson, Trent Kroger, Tamara Leclercq, Deborah White, Timothy Hughes, Naeem Chaudhri, Modelling Predictors of Molecular Response to Frontline Imatinib for Patients with Chronic Myeloid Leukaemia. Plos One 2017 Jan 3;12(1):e0168947. doi: 10.1371/journal.pone.0168947. eCollection 2017.PMID: 28045960 Impact Factor: 2.74.
· Haneen Banjar, David Adelson, Fred Brown, Naeem Chaudhri, Intelligent Techniques Using Molecular Data Analysis in Leukaemia: An Opportunity for Personalized Medicine Support System, BioMed Research International, 2017;2017:3587309. doi: 10.1155/2017/3587309. Epub 2017 Jul 25. PMID: 28812013 Impact Factor: 2.583.
· Haneen R Banjar, Enaam Alsobhi, Consistency Test between Scoring Systems for Predicting Outcomes of Chronic Myeloid Leukemia in a Saudi Population Treated with Imatinib. International scholarly research notices, 2017 Feb 13;2017:1076493. doi: 10.1155/2017/1076493. eCollection 2017.PMID: 28286862 Impact Factor: 0.81.
· Haneen Banjar, David Adelson, Fred Brown, Tamara Leclercq, Personalized Medicine Support System: Resolving Conflict in Allocation to Risk Groups and Predicting Patient Molecular Response to Targeted Therapy, Health Informatics - An International Journal, Vol.6, No.2, May 2017.
MEMBERSHIPS AND ACTIVITIES
● Judge in Techmeetup4 Hackathon during February from 16th to 20th February. Sponsored by the Saudi Google Developers Community 2024
● Member at Arab Robotics and AI Association since 2021.
● Member at “Alforsan Program” since 2020.
● Member at the Saudi Scientific Hematology Society since 2020.
● Member at the Princess Al Anoud Charitable Foundation, since 2019
● Member at Golden Key International Honour Society since 2011.
● Member at International CML Foundation iCMLf, 2014.
● Member at Health Informatics Society of Australia HISA, 2012.
● Member at Centre for Cancer Biology, 2011.
● Member at eResearch SA eRSA, 2012.
EDITOR, REVIEWER, AND ASSESSOR
● Assessor at Google CDC-Saudi Arabia, Techmeetup4 hackathon 2024.
● Assessor at Makkah Digital Gatway for Research and Inovation 2022
● Assessor at the King Abdulaziz University Winter Enrichment Program KAUWEP 2021.
● IEEE Access since 2020
● International Journal of Advanced and Applied Sciences since 2020
● The Arab Journal for Informatics Studies, Majmaah University since 2020.
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