TAN EE XION
Salutation
Dr
School/Centre
School of Business and Technology
Department
Digital Health and Health Informatics (DHHI)
Appointment
Head of Department, Digital and Health Informatics
Position
Senior Lecturer
Email
Education
a
Doctor of Philosophy (Information Technology Systems), 2016
Monash University Malaysia
a
Master of Information Technology (Minor Thesis) (Information Technology), 2005
Monash University Malaysia
a
Bachelor in Computer Science (Computer Science), 2001
Monash University
Memberships
a
Association for Computing Machinery
Member
2018 - Present
Research Funding
a
Evaluating the Efficacy of Multimodal Large Language Models in Diagnosing and Staging Diabetic Retinopathy: An External Validation Study of GPT-4 and Gemini Pro Vision
IMU Internal Research Grant | 27 Jun 2024 - 31 Dec 2024
a
Enhancing Mental Health Screening Accessibility: A Chatbot Intervention for Malaysian Youth
IMU Internal Research Grant | 27 Jun 2024 - 31 Dec 2024
a
Optimising Antibiotic Prescribing Practices through Data-Driven Strategies: A Comprehensive Analysis of Monthly Medication Data in Clinical Settings
IMU Internal Research Grant | 28 May 2024 - 31 Dec 2024
a
Deciphering the Factors Associated with Neonatal Death and Prolonged In-Hospital Length-of-Stay using Machine Learning
Fundamental Research Grant Scheme, Ministry of Higher Education, Malaysia | 01 Sep 2023 - 31 Dec 2026
a
Elucidation of gene signature and pathway between gut microbiome dysbiosis and neurological diseases
IMU Internal Research Grant | 01 Jun 2023 - 31 Dec 2023
a
Exploring the potential benefits and ethical implication of Internet-based information gathering in promoting active ageing: A data analytics and visualisation approach
IMU Internal Research Grant | 11 Mar 2023 - 31 Dec 2023
a
Machine Learning-Based Prediction Of The Need Of Assisted Ventilation Mode For Children With Acute Respiratory Distress Syndrome Treated In Critical Zone Of Paediatric Emergency Department Hospital Tunku Azizah Kuala Lumpur
IMU Internal Grant | 07 Mar 2022 - 30 Nov 2022
a
A data-driven approach to predict and visualize the cardiovascular disease with data engineering processes and machine learning
IMU Internal Grant | 07 Mar 2022 - 31 Aug 2022
a
Computational Drug Repurposing for Hyperphosphorylated Tau Protein in Alzheimer’s Disease Using Molecular Dynamics Simulation
IMU Internal Grant | 07 Mar 2022 - 31 Aug 2022
a
Data Integration and Identification of Differentially Expressed Genes in Primary Pancreatic Ductal Adenocarcinoma (PDAC), Metastatic PDAC and Stromal Cells
IMU internal grant | 02 Aug 2021 - 02 Aug 2022
a
Prediction of age-related neurodegenerative diseases – data science approaches
BMSc I/2021(09) | 01 May 2021 - 31 Oct 2021
a
Differential Gene expression of Primary and Metastatic PDAC Leading to the Difference in Immuno- modulation: Data Integration
IMU internal grant | 17 Mar 2021 - 17 Oct 2021
a
Differential Gene expression of Primary and Metastatic PDAC Leading to the Difference in Immuno-modulation: Data Integration
MSc in Molecular Medicine | 01 Mar 2021 - 30 Sep 2021
Publications
Research Articles
a
Oversampling Social Media-Sourced Image Datasets for Better Deep Learning Classification of Natural Disaster Damage Levels.
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE & APPLICATIONS 2024
a
EEG-based Emotion Recognition: Review of Commercial EEG Devices and Machine Learning Techniques
JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES 2021
a
Review on Integrating Geospatial Big Datasets and Open Research Issues
IEEE Access 2021
a
A Machine Learning Approach to EEG-based Prediction of Human Affective States Using Recursive Feature Elimination Method
MATEC WEB OF CONFERENCES 2021
a
Multimatcher Model to Enhance Ontology Matching Using Background Knowledge
INFORMATION 2021
a
BLOCK-BASED PROGRAMMING: THE WAY TO INTRODUCE COMPUTER PROGRAMMING
UNIVERSITY CARNIVAL ON E-LEARNING (IUCEL) 2019 2019
a
TU010 TOPIC: Improving Logical Thinking Skills using Jigsaw-based Cooperative Learning Approach through Collaborative Learning Systems
UNIVERSITY CARNIVAL ON E-LEARNING (IUCEL) 2018 2018
Other Publications
a
Future of Digital Health and Career Pathways – locally and internationally
Digital Health Week | 25 Oct 2023
a
Digital Health
Towards a Successful Career in Healthcare | 09 Jun 2023
a
Amplifying Women's Voices in AI Era
CamTech AI Forum Talk Show | 05 May 2023
a
AI in Healthcare
8TV live talk show – Living Delight | 30 Mar 2023
a
Empowering the Health Workforce through Digital Upskilling
APEC Human Resources Development Working Group (APEC ASD-CBA) | 20 Sep 2022
a
Combining Technology and Clinical Knowledge: Getting Your Foot into Digital Health
What's Stopping Doctors from Making That Career Changes | 23 Apr 2022
a
Towards A Sustainable Capacity Building in Medical Tourism: The Untapped Opportunities by Educational Institutions
insigHT - Medical Travel Market Intelligence Conference | 15 Apr 2022
a
Patterns and Colors: A Simple yet Innovative Way to Solve Pattern Tracking
International Conference on Advances in Cyber Security | 01 Jan 2019
a
Understanding Trust Transference Among Social Nerwork Friends In Social Commerce
16th International Conference on Electronic Business (ICEB 2016) | 01 Jan 2016
a
Region based data extraction
2012 9th International Conference on Fuzzy Systems and Knowledge Discovery | 01 Jan 2012
a
Ontological based webpage classification
2012 International Conference on Information Retrieval & Knowledge Management | 01 Jan 2012
a
A novel ontological technique for sentiment analysis
International Conference on Neural Information Processing | 01 Jan 2012
a
An evaluation on current ontological tools and their applications
2012 International Conference on Information Retrieval & Knowledge Management | 01 Jan 2012
a
Data extraction for search engine using safe matching
Australasian Joint Conference on Artificial Intelligence | 01 Jan 2011
a
The perception and acceptance of students towards using social networking sites in teaching and learning
Global Learn | 01 Jan 2010
a
Traffic congestion controller in multihop communication network
Third International Conference on Information Technology: New Generations (ITNG'06) | 01 Jan 2006
Books
a
IGI Global (2020). Improving logical thinking skills through jigsaw-based cooperative learning approach
Medias
a
Tzu Chi International School Student Wins First Prize at IMU’s Digital Health Ideation Challenge
IMU | 05 Sep 2022
a
IMU: Advancing the Digital Health Industry in Malaysia
IMU | 05 Sep 2022
a
Be part of expanding digital health sector with IMU degree
Daily Express (KK) | 18 Jul 2022
a
Venturing into the digital health sector
The Star | 05 Jul 2022
a
Digital health: Enticing career prospects in healthcare sector
Daily Express (KK) | 16 May 2022
a
The prospect of telemedicine: digital health
See Hua Daily | 16 Apr 2022
a
Digital Health, Solutions for Healthcare Inadequacies
Sin Chew Daily | 23 Jan 2022
a
Digital Health: Enticing career prospects
Borneo Post (KK) | 16 Jan 2022
a
Enticing prospects in healthcare sector
The Star | 06 Jan 2022
Supervisions
a
Liew Chuin Hen | Master (Coursework) | 27 Jun 2024 - 31 Dec 2024
Thesis: Evaluating the Efficacy of Multimodal Large Language Models in Diagnosing and Staging Diabetic Retinopathy: An External Validation Study of GPT-4 and Gemini Pro Vision
a
Kwan Jia Ee | Master (Coursework) | 27 Jun 2024 - 31 Dec 2024
Thesis: Enhancing Mental Health Screening Accessibility: A Chatbot Intervention for Malaysian Youth
a
Lee Sin Yee | Master (Coursework) | 28 May 2024 - 31 Dec 2024
Thesis: Optimising Antibiotic Prescribing Practices through Data-Driven Strategies: A Comprehensive Analysis of Monthly Medication Data in Clinical Settings
a
Tajul Asni Ahamad | Master (Coursework) | 11 Mar 2023 - 31 Dec 2023
Thesis: Exploring the potential benefits and ethical implication of Internet-based information gathering in promoting active ageing: A data analytics and visualisation approach
a
Lee Zi Sheng | Master (Coursework) | 07 Mar 2022 - 31 Aug 2022
Thesis: A data-driven approach to predict and visualize the cardiovascular disease with data engineering processes and machine learning
a
Hanis Binti Hasri | Master (Coursework) | 07 Mar 2022 - 30 Nov 2022
Thesis: Machine Learning-Based Prediction Of The Need Of Assisted Ventilation Mode For Children With Acute Respiratory Distress Syndrome Treated In Critical Zone Of Paediatric Emergency Department Hospital Tunku Azizah Kuala Lumpur
a
Kee Kye Vern | Master (Coursework) | 07 Mar 2022 - 31 Aug 2022
Thesis: Computational Drug Repurposing for Hyperphosphorylated Tau Protein in Alzheimer’s Disease Using Molecular Dynamics Simulation
a
Cathrine Wong Chuen Rui | Master (Coursework) | 02 Aug 2021 - 02 Aug 2022
Thesis: Data Integration and Identification of Differentially Expressed Genes in Primary Pancreatic Ductal Adenocarcinoma (PDAC), Metastatic PDAC and Stromal Cells
a
Brianna | Undergraduate | 01 May 2021 - 31 Oct 2021
Thesis: Prediction of age-related neurodegenerative diseases – data science approaches
a
Ala Ezeldin Merghani Eltahir | Master (Coursework) | 17 Mar 2021 - 17 Oct 2021
Thesis: Differential Gene expression of Primary and Metastatic PDAC Leading to the Difference in Immuno- modulation: Data Integration
a
Didar Dadebayev | Master (Research) | 02 Jan 2020
Thesis: A Machine Learning Approach to EEG-Based Prediction of Human Affective States Using Recursive Feature Elimination Method
a
Nicholas Lau Kheng Seng | Master (Research) | 01 Mar 2019
Thesis: Estimating Natural Disaster Damage Using Deep Neural Networks and Image Data Augmentation on Images from Social Media
a
Sohaib Mohammed Abdullah Al-Yadumi | Doctorate | 01 Mar 2018
Thesis: A Multi-Matchers Model to Enhance Ontology Matching using Background Knowledge