Curriculum Vitae

DR. PAULINE YEOH SHAN QING

Post Doctoral Research Fellow
  • Department of Biomedical Engineering
    Faculty of Engineering
  • pauline
  • 0174733360

ACADEMIC QUALIFICATION

  • PhD.BiomedEng, (Kejuruteraan Bioperubatan)
    Universiti Malaya
  • B.Eng(BiomedEng), (Kejuruteraan Bioperubatan)
    Universiti Malaya

ADMINISTRATIVE DUTIES

  • Fellow
    12 Feb 2024 - present (Residence College 12, Deputy Vice-Chancellor (Student Affairs))

MEMBERSHIPS

  • BOARD OF ENGINEERS MALAYSIA (GRADUATE ENGINEER), MEMBER
    Since 2021 (National)

PUBLICATIONS

Article in Journal
WoS
  1. Chen Ng, Jun; Shan Qing Yeoh, Pauline; Bing, Li; Wu, Xiang; Hasikin, Khairunnisa; Wee Lai, Khin (2024). A Privacy-Preserving Approach Using Deep Learning Models for Diabetic Retinopathy Diagnosis, IEEE ACCESS. 12, 145159-145173. doi:10.1109/ACCESS.2024.3469537
  2. Chin, Shuang Yee; Dong, Jian; Hasikin, Khairunnisa; Ngui, Romano; Lai, Khin Wee; Yeoh, Pauline Shan Qing; Wu, Xiang (2024). Bacterial image analysis using multi-task deep learning approaches for clinical microscopy, PEERJ COMPUTER SCIENCE. 10. doi:10.7717/peerj-cs.2180
  3. Shan Qing Yeoh, Pauline; Bing, Li; Goh, Siew Li; Hasikin, Khairunnisa; Wu, Xiang; Chai Hum, Yan; Kai Tee, Yee; Wee Lai, Khin (2024). An Efficient Neural Network for Segmenting Multiple Joint Tissues From Knee MRI With Hyperparameter Optimization: Data From the Osteoarthritis Initiative, IEEE ACCESS. 12, 123757-123770. doi:10.1109/ACCESS.2024.3454374
  4. Yu Teh, Xin; Yeoh, Pauline Shan Qing; Wang, Tao; Wu, Xiang; Hasikin, Khairunnisa; Lai, Khin Wee (2024). Knee Osteoarthritis Diagnosis With Unimodal and Multi-Modal Neural Networks: Data From the Osteoarthritis Initiative, IEEE ACCESS. 12, 146698-146717. doi:10.1109/ACCESS.2024.3472654
  5. Yeoh, Pauline Shan Qing; Goh, Siew Li; Hasikin, Khairunnisa; Wu, Xiang; Lai, Khin Wee (2023). 3D Efficient Multi-Task Neural Network for Knee Osteoarthritis Diagnosis Using MRI Scans: Data From the Osteoarthritis Initiative, IEEE ACCESS. 11, 135323-135333. doi:10.1109/ACCESS.2023.3338379
  6. Yeoh, Pauline Shan Qing; Lai, Khin Wee; Goh, Siew Li; Hasikin, Khairunnisa; Wu, Xiang; Li, Pei (2023). Transfer learning-assisted 3D deep learning models for knee osteoarthritis detection: Data from the osteoarthritis initiative, FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY. 11. doi:10.3389/fbioe.2023.1164655
  7. Yeoh, P. S. Q., Lai, K. W., Goh, S. L., Hasikin, K., Hum, Y. C., Tee, Y. K., & Dhanalakshmi, S. (2021). Emergence of Deep Learning in Knee Osteoarthritis Diagnosis. Computational Intelligence and Neuroscience, 2021, 20. doi: 10.1155/2021/4931437
Article in Proceeding
  1. K. W. Lai, P. S. Q. Yeoh, S. L. Goh, K. Hasikin and X. Wu, "Depthwise Separable Convolutional Neural Network for Knee Segmentation: Data from the Osteoarthritis Initiative," 2022 International Conference on Healthcare Engineering (ICHE), Johor, Malaysia, 2022, pp. 1-5, doi: 10.1109/ICHE55634.2022.10179865.
Scopus
  1. Lai K.W., Yeoh P.S.Q., Goh S.L., Hasikin K., Wu X. (2023). Knee Osteoarthritis Diagnostic System Based on 3D Multi-task Convolutional Neural Network: Data from the Osteoarthritis Initiative, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 14408 LNCS, 41-51. doi:10.1007/978-3-031-47665-5_4

RESEARCH PROJECT

National
  1. 2024 - 2024, Government Agency - Manage by UMCARES
    Pengukuhan Pendidikan Stem Bagi Generasi Muda Malaysia: Meningkatkan Prestasi Pelajar Dari Keluarga B40 ( Co-Researcher)
University
  1. 2024 - 2024, University Grant - Managed by ADEC
    Bridging Engineering Theory And Practice: Development Of Lifelong And Practical Online Education Digital Framework With Advanced Technology ( Principal Investigator(PI))

PAPER PRESENTED

INVITED SPEAKER
  1. -, Shaping Biomedical Engineering Frontier Workshop, Biomedical Engineering Student Club (University) (06 Nov 2024 - 06 Nov 2024)
  2. Advancing Knee Osteoarthritis Diagnosis with Deep Learning: Bridging EMR and AI for Enhanced Clinical Outcomes, UM-NUS ACADEMIC WORKSHOP 2024, Institute for Health Innovation & Technology (iHealthtech) (International) (15 Oct 2024 - 15 Oct 2024)
  3. 3D Deep Learning on Knee Magnetic Resonance Images on Osteoarthritis Assessment, AI & Telehealth Current Status & Future Direction: HKUST & UM, Universiti Malaya (International) (10 May 2023 - 10 May 2023)
  4. Unlocking the Artificial Intelligence (AI) and Internet of Things (IoT), AUA-Universiti Malaya Overseas Study Program on Empowering the Young Generation with Foundational Competencies for the Future World of Work, Asian Universities Alliance (International) (18 Mar 2023 - 18 Mar 2023)
ORAL PRESENTER
  1. Knee Osteoarthritis Diagnostic System Based on 3D Multi-task Convolutional Neural Network: Data from the Osteoarthritis Initiative, 7th Asian Conference on Pattern Recognition, ERiC Laboratory (International) (05 Nov 2023 - 08 Nov 2023)
  2. Depthwise Separable Convolutional Neural Network for Knee Segmentation: Data from the Osteoarthritis Initiative, International Conference on Healthcare Engineering (ICHE), Universiti Teknologi Malaysia (International) (23 Sep 2022 - 24 Sep 2022)

SUPERVISION

Postgraduate Student
  1. (2024) AI-ENHANCED POLYMERIC DRUG DELIVERY SYSTEMS FOR TARGETED LUNG CANCER THERAPY, WONG HSIN HUI
  2. (2024) DEVELOPMENT OF TUMOR MICROENVIRONMENT-RESPONSIVE POLYMERIC CARRIERS FOR ANTI-TUMOR PEPTIDE DELIVERY, CHEAH KANG ER
  3. (2024) INTERPRETABILITY ANALYSIS BASED ON ALZHEIMER'S DISEASE RECOGNITION, WANG HAN
  4. (2024) ECHOCARDIOGRAPHIC PREDICTORS OF SUDDEN CARDIAC DEATH IN PATIENTS WITH DILATED CARDIOMYOPATHY USING MACHINE LEARNING, DILKUMAR A/L MARIMUTHU
  5. (2024) DEVELOPMENT OF PRIVACY-PRESERVING AI MODELS ON ELECTRONIC MEDICAL RECORDS, NG JUN CHEN

TEACHING

Bachelor
  1. (2023) KIB2005 - Safety, Standard and Ethics in Biomedical Engineering