2025
Convergence of Blockchain and IoT for Managing Decentralized Medical Records
📄 [View]Kaushal, R.K., Kumar, N., Boonchieng, E. et al.
Scientific Reports, Vol. 15, 44512, Nature, 2025. DOI: 10.1038/s41598-025-28100-8
Design and Developing Super APIs for Blockchain-based Applications
📄 [View]Boonchieng, Ekkarat; Busayatananphon, Chaimade; Osiriphun, Sukhuntha; Chaikaew, Anusorn
Journal of Internet Technology, Vol. 26, No. 7, pp. 937-947, 2025
Solving Data Overlapping Problem Using A Class-Separable Extreme Learning Machine Auto-Encoder
📄 [View]Ekkarat Boonchieng, Wanchaloem Nadda
Advanced Intelligent Systems, 2025. DOI: 10.1002/aisy.202400255
Hyperledger Fabric Based Remote Patient Monitoring Solution and Performance Evaluation
Rajesh Kumar Kaushal, Naveen Kumar, Vinay Kukreja, Ekkarat Boonchieng
International Journal of Advanced Computer Science and Applications, February 2025
FLEX-SMOTE: Synthetic Over-sampling Technique that Flexibly Adjusts to Different Minority Class Distributions
📄 [View]Chumphol Bunkhumpornpat, Ekkarat Boonchieng, Varin Chouvatut, David Lipsky
PMC Journal, Supported by Fundamental Fund 2025, Chiang Mai University
2024
Exploring Research Challenges of Blockchain and Supporting Technology with Potential Solution in Healthcare
Garg, Shilpi; Kumar Kaushal, Rajesh; Kumar, Naveen; Boonchieng, Ekkarat
International Journal of Computing and Digital Systems, Vol. 16, No. 1, pp. 487-507, University of Bahrain, 2024
KT-CDULF: Knowledge Transfer in Context-Aware Cross-Domain Recommender Systems via Latent User Profiling
📄 [View]Cheema, Adeel Ashraf; Sarfraz, Muhammad Shahzad; Usman, Muhammad; Zaman, Qamar Uz; Habib, Usman; Boonchieng, Ekkarat
IEEE Access, IEEE, 2024
Revolutionizing Grain and Particle Size Measurement in Metals: The Role of Sensor-Assisted Metallographic Image Analysis
📄 [View]Shirsat, Tushar; Bairagi, Vinayak; Buchade, Amar; Boonchieng, Ekkarat
Sensors, Vol. 24, No. 16, pp. 5328, MDPI, 2024
Nodules Detection in Lungs CT Images Using Improved YOLOv5 and Classification of Types of Nodules by CNN-SVM
📄 [View]Harale, Aparna M; Bairagi, Vinayak K; Boonchieng, Ekkarat; Bachute, Mrinal R
IEEE Access, IEEE, 2024
Age Group Classification from Dental Panoramic Radiographs Using Deep Learning Techniques
📄 [View]Bussaban, Limpapat; Boonchieng, Ekkarat; Panyarak, Wannakamon; Charuakkra, Arnon; Chulamanee, Pornpattra
IEEE Access, IEEE, 2024
Machine Learning-Based Real-Time Detection of Apple Leaf Diseases: An Enhanced Pre-processing Perspective
Bonkra, Anupam; Jindal, Priya; Kaur, Mandeep; Boonchieng, Ekkarat; Kumar, Naveen
International Journal of Computing and Digital Systems, Vol. 17, No. 1, pp. 1-14, University of Bahrain, 2024
CD-LLMCARS: Cross Domain Fine-tuned Large Language Model for Context-Aware Recommender Systems
📄 [View]Cheema, Adeel Ashraf; Sarfraz, Muhammad Shahzad; Habib, Usman; Zaman, Qamar Uz; Boonchieng, Ekkarat
IEEE Open Journal of the Computer Society, Vol. 6, pp. 49-59, IEEE, 2024
Enhancing Disease Symptom Analysis in Thai Text: Methods for Text Oversampling in Imbalanced Data for Disease Detection
📄 [View]Ekkarat Boonchieng, Wanchaloem Nadda, Wongthawat Liawrungrueang, Waraporn Boonchieng
IEEE International Conference on Information Reuse and Integration for Data Science (IRI), 2024
2023
Automated Detection of Diabetes from Exhaled Human Breath Using Deep Hybrid Architecture
📄 [View]Bhaskar, Navaneeth; Bairagi, Vinayak; Boonchieng, Ekkarat; Munot, Mousami V
IEEE Access, Vol. 11, pp. 51712-51722, IEEE, 2023
Rapid Assessment and Prediction of Microbiological Quality of Raw Milk Using Machine Learning Based on RGB-Colourimetric Resazurin Assay
📄 [View]Thanasirikul, Chayapon; Patumvan, Atit; Lipsky, David; Bovonsombut, Sakunnee; Singjai, Pisith; Boonchieng, Ekkarat; Chitov, Thararat
International Dairy Journal, Vol. 146, pp. 105750, Elsevier, 2023
UTAUT Determinants of Cashless Payment System Adoption in Thailand: A Hybrid SEM-Neural Network Approach
📄 [View]Kanokkarn Snae Namahoot, Ekkarat Boonchieng
SAGE Open, December 2023. Supported by Fundamental Fund 2024, Chiang Mai University
2022
Sound and Precise Analysis of Web Applications for Injection Vulnerabilities
Soomlek, Chitsutha; Kamtuo, Krit; Boonchieng, Ekkarat
IoT and AI Technologies for Sustainable Living, pp. 237-267, CRC Press, 2022
Influenza, Dengue and Common Cold Detection Using LSTM with Fully Connected Neural Network and Keywords Selection
📄 [View]Wanchaloem Nadda, Waraporn Boonchieng, Ekkarat Boonchieng
BioData Mining 15, 5 (2022). DOI: 10.1186/s13040-022-00288-9
Ubiquitous Affective Computing: A Review
📄 [View]Rawin Assabumrungrat, Soravitt Sangnark, Thananya Charoenpattarawut, Wipamas Polpakdee, Thapanun Sudhawiyangkul, Ekkarat Boonchieng, Theerawit Wilaiprasitporn
IEEE Sensors Journal, Vol. 22, No. 3, pp. 1867-1881, February 2022
2021
2D Facial Expression and Movement of Motion for Pain Identification With Deep Learning Methods
📄 [View]K. Pikulkaew, W. Boonchieng, E. Boonchieng, V. Chouvatut
IEEE Access, Vol. 9, pp. 109903-109914, 2021. DOI: 10.1109/ACCESS.2021.3102435
mHealth Technology Translation in a Limited Resources Community—Process, Challenges, and Lessons Learned
📄 [View]W. Boonchieng, J. Chaiwan, B. Shrestha, M. Shrestha, A. J. O. Dede, E. Boonchieng
IEEE Journal of Translational Engineering in Health and Medicine, Vol. 9, pp. 1-8, 2021. Art. no. 3700108
A-SA SOS: A Mobile- and IoT-based Pre-hospital Emergency Service for the Elderly and Village Health Volunteers
📄 [View]Kannikar Intawong, Waraporn Boonchieng, Peerasak Lerttrakarnnon, Ekkarat Boonchieng, Kitti Puritat
International Journal of Advanced Computer Science and Applications (IJACSA), 12(4), 2021
Pain Detection Using Deep Learning with Evaluation System
📄 [View]Pikulkaew K., Boonchieng E., Boonchieng W., Chouvatut V.
Proceedings of Fifth International Congress on Information and Communication Technology. Advances in Intelligent Systems and Computing, vol 1184. Springer, Singapore, 2021
2020
Dengue Fever Detection Using Long Short-term Memory Neural Network
📄 [View]W. Nadda, W. Boonchieng, E. Boonchieng
17th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2020
Clustering of Domestic Locations in Layers for the Purpose of Breakout Prevention of Diseases
📄 [View]Varin Chouvatut, Ekkarat Boonchieng, Waraporn Boonchieng
Journal of Internet Technology, Vol. 21 (2020) No. 6, pp. 1693-1699
2019
Consumer Grade Brain Sensing for Emotion Recognition
📄 [View]Payongkit Lakhan, Nannapas Banluesombatkul, Vongsagon Changniam, Ratwade Dhithijaiyratn, Pitshaporn Leelaarporn, Ekkarat Boonchieng, Supanida Hompoonsup, Theerawit Wilaiprasitporn
IEEE Sensors Journal, Vol. 19, No. 21, pp. 9896-9907, November 2019. DOI: 10.1109/JSEN.2019.2928781
2018
Smart Farm: Applying the Use of NodeMCU, IOT, NETPIE and LINE API for a Lingzhi Mushroom Farm in Thailand
📄 [View]Ekkarat Boonchieng, Oran Chieochan, Anukit Saokaew
IEICE Transactions on Communications, Vol. E101-B, No. 1, pp. 16-23, January 2018
A Smart Photovoltaic System with Internet of Thing: A Case Study of the Smart Agricultural Greenhouse
📄 [View]A. Saokaew, O. Chieochan, E. Boonchieng
10th International Conference on Knowledge and Smart Technology (KST), Chiang Mai, 2018, pp. 225-230
2017
Integrative System of Virtual Electronic Health Record with Online Community-based Health Determinant Data for Home Care Service
📄 [View]W. Boonchieng, E. Boonchieng, W. Tuanrat, C. Khuntichot, K. Duangchaemkarn
IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT), Bethesda, MD, 2017, pp. 5-8
Symptom-based Data Preprocessing for the Detection of Disease Outbreak
📄 [View]K. Duangchaemkarn, V. Chaovatut, P. Wiwatanadate, E. Boonchieng
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Seogwipo, 2017, pp. 2614-2617
An Integrated System of Applying the Use of Internet of Things, RFID and Cloud Computing
📄 [View]O. Chieochan, A. SaoKaew, E. Boonchieng
9th International Conference on Knowledge and Smart Technology (KST), Chonburi, 2017, pp. 156-161
Earlier Works (2004-2016)
Radiographic Image Enhancement Using Hybrid Algorithm
📄 [View]Varin Chouvatut, Ekkarat Boonchieng
Jurnal Teknologi, 78:6-7, pp. 89-93, 2016
Performance and Security Issue on Open Source Private Cloud
📄 [View]E. Boonchieng
International Electrical Engineering Congress (iEECON), Chonburi, 2014, pp. 1-5
Myocardial Iron Measurement in Thalassemia Using Cardiac Magnetic Resonance Image Processing Software
📄 [View]E. Boonchieng, K. Duangchaemkarn
5th Biomedical Engineering International Conference, Ubon Ratchathani, 2012, pp. 1-4
Edge-detection and Segmentation Methods for Two-dimensional Echocardiograms
📄 [View]E. Boonchieng, W. Boonchieng, R. Kanjanavanit
Computers in Cardiology, Chicago, IL, USA, 2004, pp. 541-544
Three Dimensional Reconstruction of Blood Flow Within the Left Ventricle
📄 [View]E. Boonchieng, J. S. Soble, K. Dean, R. Lang, J. Roberge
Computers in Cardiology 2001, Rotterdam, Netherlands, 2001, pp. 605-608
