Hannah binti Sofian

Hannah binti Sofian


Ms Hannah is a Lecturer in Computer Engineering at Universiti Kuala Lumpur Malaysian Institute of Information Technology (UniKL MIIT). She completed her Master of Science in Mechatronics (Signal and Systems) at International Islamic University Malaysia, Malaysia in 2007.

View my Scopus | ORCID | UniKL Research Portal | Google Scholar

Research Areas

Her current research interest is related to Intravascular Ultrasound (IVUS) Image, Medical Image Processing, Image Processing, Deep Learning including and IoT/E

Selected Publications


  1. H Sofian, S. Mohamad, JCM Than, NM Noor Calcification Detection of Coronary Artery Disease in Intravascular Ultrasound Image: Deep Feature Learning Approach. INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING. 10(7), 43-57, 2018

Conference & Proceeding:

  1. H Sofian, S. Mohamad, JCM Than, NM Noor Calcification Detection using Convolutional Neural Network Architectures in Intravascular Ultrasound Images, Symposium on Control Systems and Signal Processing, SymCSSP 2019, 1-2 April, 2019
  1. H Sofian, S. Mohamad, JCM Than, NM Noor Using Deep learning for Calcification Detection in Coronary Artery Disease Intravascular Ultrasound Image, 2018International Conference on Engineering Technology (EnTec), EnTEC 2018, 19 – 20 November 2018.
  1. H Sofian, S. Mohamad, JCM Than, NM Noor. 2nd International Conference on BioAnalysis Processing, Signal and Systems, ICBAPS2018, Calcification Detection Using Deep Structured Learning in Intravascular Ultrasound Image for Coronary Artery Disease, 24 – 26 July 2018
  1. H Sofian, S. Mohamad, JCM Than. NM Noor Calcification boundary detection in the coronary artery using intravascular ultrasound images, Region 10 Conference, TENCON 2017 – 2017 IEEE, pp. 2835 – 2839, DOI: 10.1109/TENCON.2017.8228344
  1. Sofian, H., Than, J.C.M., Mohamad, S., Noor, N.M. (2017) Lumen boundary detection in IVUS medical imaging using structured element, Proceedings of the 11th International Conference on Ubiquitous Information Management and Communication, ACM IMCOM 2017, art. no. 70 DOI:10.1145/3022227.3022296
  1. H Sofian, S. Mohamad, JCM Than, NM Noor. Detection of the lumen boundary in the coronary artery disease, Published in 2015 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE 2015), DOI: 10.1109/WIECON-ECE.2015.7443882
  1. H Sofian, S. Mohamad, JCM Than, NM Noor, Lumen coronary artery border detection using texture and Chi-square classification, , Published in 2015 International Conference on Image and Vision Computing New Zealand (IVCNZ2015). DOI: 10.1109/IVCNZ.2015.7761535
  1. H Sofian, JCM Than, NM Noor, H Dao, Segmentation and detection of media-adventitia coronary artery boundary in medical imaging intravascular ultrasound using Otsu thresholding, , Published in 2015 International Conference on BioSignal Analysis, Processing and Systems (ICBAPS2015), DOI: 10.1109/ICBAPS.2015.7292221 ICBAPS2015.
  1. H Sofian, KI Hashim, MI Ismail. .Developed Roses Monitoring Systems using a wireless network, sensor and Arduino microcontroller, KLTEC DEC 2014,
  1. SA Sayed Husin, MN Ismail, H Sofian. IFIS – Intelligent Flood Systems, ACM ICUIMC Feb 2012