🐰MVIT Research LAB, Mahidol ICT

Lab Activities

Ph.D. Alumni

Mr. Rangwan Kasantikul

  • āļ™āļēāļĒāļĢāļēāļ‡āļ§āļąāļĨ āļāļŠāļēāļ™āļ•āļīāļāļļāļĨ
  • Advisor, Assoc. Prof. Dr. Worapan Kusakunniran
  • Ph.D. in Computer Science, Faculty of ICT Mahidol University(2021-2025)
  • 💰Royal Golden Jubilee (RGJ) Ph.D. Scholarship Mahidol University
  • 💰Internship Scholarship and University of Technology Sydney UTS, Australia ðŸ‡Ķ🇚
  • Research Topic: Human Biometrics in Surveillance
  • Master of Science in Computer Science, ICT Mahidol (2016-2018)Graduated 2018 
  • Research Topic: Deep Learning Based Technique for Microaneurysm Segmentation in Retinal Image

Featured publications

📰Augmented inputs for surveillance re-identification

📰Channel-Shuffled Transformers for Cross-Modality Person Re-Identification in Video

Miss.Hina Bhanbhro

  • Co-advisor, Assoc. Prof. Dr. Worapan Kusakunniran
  • PhD in Information Technology, University Teknologi Petronas, Malaysia (2023-2024)
  • Research Topic: Enhancing Semantic Processing of Single-line Diagrams using Improved Deep-learning and Probabilistic Reasoning

Featured publications

📰MCBAN: A Small Object Detection Multi-Convolutional Block Attention Network

📰A Symbol Recognition System for Single-Line Diagrams Developed Using a Deep-Learning Approach

Mr.Krittanat Sutassananon

  • āļ™āļēāļĒāļāļĪāļ•āļ“āļąāļ āļŠāļļāļ—āļąāļĻāļ™āļēāļ™āļ™āļ—āđŒ
  • Advisor, Assoc. Prof. Dr. Worapan Kusakunniran
  • Ph.D. in Computer Science, Faculty of ICT Mahidol University(2019-2024)
  • 💰Cotutelle PhD Programs Mahidol University – Macquarie University
  • Research Topic: Whole Heart Segmentation with Convolutional Neural Networks

Featured publications

📰3D augmentation for volumetric whole heart segmentation

Mr.Zaw Htet Aung

  • Co-advisor, Assoc. Prof. Dr. Worapan Kusakunniran
  • Ph.D. in Biomedical Engineering, Faculty of Engineering Mahidol University (2021-2024)
  • Research Topic: Synthetic Data Augmented Vision-based Deep Learning Models for Education and Biomedical Applications

Featured publications

📰 Designing a novel teaching platform for AI: A case study in a Thai school context

Miss.Punyanuch Borwarnginn

  • āļ™.āļŠ.āļ›āļļāļ“āļĒāļ™āļļāļŠ āļšāļ§āļĢāļˆāļīāļ“āļ“āđŒ
  • Advisor, Assoc. Prof. Dr. Worapan Kusakunniran
  • Ph.D. in Computer Science, Faculty of ICT Mahidol University (2018-2024)
  • Research Topic: Face Image Recognition for Dog Identification using Deep Learning Techniques ::Advisor: Assoc.Prof.Dr.Worapan Kusakunniran
  • 💰Royal Golden Jubilee (RGJ) Ph.D. Scholarship #21
  • 💰Mahidol University Internship Scholarship and University of Technology Sydney UTS, Australia ðŸ‡Ķ🇚

Featured publications

📰Breakthrough Conventional Based Approach for Dog Breed Classification Using CNN with Transfer Learning

📰Knowing Your Dog Breed: Identifying a Dog Breed with Deep Learning

Miss.Chanita Tantacharoenrat

  • Co-advisor, Assoc. Prof. Dr. Worapan Kusakunniran
  • Ph.D. in Science and Technology Education, Institute for Innovative Learning Mahidol University (2021-2023)
  • Research Topic: A Blended Learning Package on Newborn Intramuscular Injection
  • 🏆āļĢāļēāļ‡āļ§āļąāļĨāļāļēāļĢāđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āđ€āļŠāļ™āļ­āđ‚āļ„āļĢāļ‡āļāļēāļĢāļ™āļ§āļąāļ•āļāļĢāļĢāļĄāļĢāļ°āļ”āļąāļšāļšāļąāļ“āļ‘āļīāļ•āļĻāļķāļāļĐāļē āļĢāļ°āļ”āļąāļšāļ”āļĩ (Innovation Project Proposal Writing Award, Good Level)
  • 🏆āļĢāļēāļ‡āļ§āļąāļĨāļœāļĨāļ‡āļēāļ™āļ™āļ§āļąāļ•āļāļĢāļĢāļĄāļĢāļ°āļ”āļąāļšāļšāļąāļ“āļ‘āļīāļ•āļĻāļķāļāļĐāļē āļĢāļ°āļ”āļąāļšāļ”āļĩ (Innovation Award for Graduate Studies, Good Level)
  • 🏆āļĢāļēāļ‡āļ§āļąāļĨāļ™āļ§āļąāļ•āļāļĢāļĢāļĄ āļĢāļ°āļ”āļąāļšāđ€āļŦāļĢāļĩāļĒāļāļ—āļ­āļ‡ (Innovation Award, Gold Medal Level)
  • Competition Category: Artificial Intelligence Technology and Equipment Development (āļŠāļēāļ‚āļēāļžāļąāļ’āļ™āļēāđ€āļ—āļ„āđ‚āļ™āđ‚āļĨāļĒāļĩāļ›āļąāļāļāļēāļ›āļĢāļ°āļ”āļīāļĐāļāđŒāđāļĨāļ°āļ­āļļāļ›āļāļĢāļ“āđŒ)

Featured publications

📰 āļŦāļļāđˆāļ™āļāļķāļāļ‰āļĩāļ”āļĒāļēāđ€āļ‚āđ‰āļēāļāļĨāđ‰āļēāļĄāđ€āļ™āļ·āđ‰āļ­āļ—āļēāļĢāļāđāļĢāļāđ€āļāļīāļ”āļ”āđ‰āļ§āļĒāļĢāļ°āļšāļšāļ­āļīāđ€āļĨāđ‡āļāļ—āļĢāļ­āļ™āļīāļāļŠāđŒ

Mr.Sarattha Karnjanapreechakorn

  • āļ™āļēāļĒāļĻāļĢāļąāļāļāļē āļāļēāļāļˆāļ™āļ›āļĢāļĩāļŠāļēāļāļĢ
  • Advisor, Assoc. Prof. Dr. Worapan Kusakunniran
  • Ph.D. in Computer Science, Faculty of ICT Mahidol University (2018-2022)
  • Research Topic: Accelerating MR Imaging using Deep Learning on Spatial Frequency Data ::Advisor: Assoc.Prof.Dr.Worapan Kusakunniran
  • 🏆Outstanding Dissertation Award, by National Research Council of Thailand 2024
  • M.Sc. in Game Technology and Gamification (2015-2016)
  • Graduated 2016
  • Research Topic: Security Guard Re-Identification by using Face Image

Featured publications

📰Fast MRI reconstruction using StrainNet with dual-domain loss on spatial and frequency spaces

📰COVID-19 detection and heatmap generation in chest x-ray images

Miss.Nattaya Praha

  • Co-advisor, Assoc. Prof. Dr. Worapan Kusakunniran
  • Ph.D. in Nursing, Faculty of Nursing, Mahidol University (2020 – 2021)
  • Research Topic: Research Topic: Factors Predicting the Use of PD Mobile Application In Patients With Continuous Ambulatory Peritoneal Dialysis or Caregivers

Featured publications

📰 Factors Influencing Telehealth Service Use and Health Outcomes in Patients Undergoing Continuous Ambulatory Peritoneal Dialysis: Cross-Sectional Study

📰

Miss.Chontira Riangkam

  • āļ™.āļŠ.āļŠāļĨāļ˜āļīāļĢāļē āđ€āļĢāļĩāļĒāļ‡āļ„āļģ,
  • Co-advisor, Assoc. Prof. Dr. Worapan Kusakunniran
  • Ph.D. in Nursing, Faculty of Nursing, Mahidol University (2018-2020)
  • Research Topic: The Effectiveness of Mobile Health Diabetes Self-Management Program on HbA1C, Diabetes Self-Management Behaviors, and Patient Satisfaction in Adults with Uncontrolled Type 2 Diabetes: A Randomized Controlled Trial

Featured publications

📰 Effects of a mobile health diabetes self-management program on HbA1C, self-management and patient satisfaction in adults with uncontrolled type 2 diabetes: a randomized controlled trial

Prof. Thanongchai Siriapisith, MD.

  • āļĻ.āļ™āļž.āļ—āļ™āļ‡āļŠāļąāļĒ āļŠāļīāļĢāļīāļ­āļ āļīāļŠāļīāļ—āļ˜āļīāđŒ
  • Advisor, Assoc. Prof. Dr. Worapan Kusakunniran
  • Ph.D. in Computer Science, Faculty of ICT Mahidol University (2015-2019)
  • Research Topic: 2D and 3D Segmentation of Grayscale Medical Images using Variable Neighborhood Search ::Advisor: Assoc.Prof.Dr.Worapan Kusakunniran
  • 🏆 Distinguished Dissertation Award, by National Research Council of Thailand 2020

Featured publications

📰3D segmentation of exterior wall surface of abdominal aortic aneurysm from CT images using variable neighborhood search

📰Automatic segmentation of kidney and liver tumors in CT images