Professional Timeline
Cal-Comp Electronics (Thailand) Public Co., Ltd.
Bangkok, Thailand
(2010-2014)
Cal-Comp Electronics (Thailand) Public Co., Ltd.
Bangkok, Thailand
(2010-2014)
Cal-Comp Electronics (Thailand) Public Co., Ltd.
Bangkok, Thailand
(2010-2014)
Shibaura Machine Co.,LTD.
Shizuoka, Japan (2014-2018)
Shibaura Machine Co.,LTD.
Shizuoka, Japan (2014-2018)
Cal-Comp Automation and Industrial 4.0 (Thailand) Co., Ltd.
Bangkok, Thailand (2018-2019)
Robotics Course Online
King Mongkut University of Technology North Bangkok
SOLITECH, Bangkok, Thailand (2019-2020)
- Deep Learning on Thyroid Nodule in Ultrasound Images.
- Deep Learning for Dementia in MRI Images
Asian Institute of Technology, Pathum Thani, Thailand
(2021-2024)
- Machine learning
- Recent Trends of Machine Learning (Deep Learning)
- Computer Vision
- Deep Reinforcement Learning
Asian Institute of Technology, Pathum Thani, Thailand (2021-2022)
Maching Learning from Data to Decision
King Mongkut Institute of Technology Lad Krabang
Asian Institute of Technology, Pathum Thani, Thailand
(2019-2023)
Asian Institute of Technology, Pathum Thani, Thailand
Florida Atlantic University, Harbor Branch Oceanographic Institute
Fort Pierce, Florida, USA
Publications
Kunapinun, A., Fairman, W.; Wills, P.S.; Dennis, H.; Ouyang, B., Advancing Seaweed Cultivation: Integrating Physics Constraint in Machine Learning Models for Enhanced Biomass Forecasting in IMTA Systems, Remote Sensing, In Review. (Q1; IF4.2)
Keatmanee, C.; Songsaeng, D.; Klabwong, S.; Nakaguro, Y.; Kunapinun, A.; Dailey, M.N.; Ekpanyapong, M.; Enhancing Weakly Supervised Data Augmentation Networks for Thyroid Nodule Assessment Using Traditional and Doppler Ultrasound Images, Computers in Biology and Medicine, In Review/Revise. (Q1; IF4.5)
Kunapinun, A.; Fairman, W.; Wills, P.S.; Meiri, S.; Kostelnik, M.; Ouyang, B.; Innovative Aquaculture Biometrics Analysis: Harnessing IR Lasers and ToF Cameras for Microscopic Fish Larvae Tracking, SPIE Defense + Commercial Sensing, 2024 June.
Kunapinun, A., Fairman, W.; Wills, P.S.; Dennis, H.; Singh, S.; Ouyang, B., Advancing Seaweed Cultivation Analytics: Integrating Polynomial Regression Models with IoT for Optimized Harvesting in an Integrated Multi-Trophic Aquaculture (IMTA) System, SPIE Defense + Commercial Sensing, 2024 June.
Namsena, P.; Songsaeng, D., Keatmanee, C., Klabwong, S., Kunapinun, A., Soodcheun, S., Tarathipayakul, T., Tanasoontrarat, W., Ekpanyapong, M. and Dailey, M.N. Diagnostic Performance of Artificial Intelligence in Interpreting Thyroid Cancer on Ultrasound Images in the Multi-center Study. QIMS., 2024 April. (Q2; IF 2.9)
Kosavinta, S. and Kunapinun, A. (2023). CycleGAN Implementation for Creating Modern Thai Houses., 2023 ACADIA CONFERENCE. Presented on October 28, 2023. (Rank A)
Kunapinun, A.; Songsaeng, D., Buathong, S., Dailey, M.N., Keatmanee, C., Ekpanyapong, M. Explainable Automated TI-RADS Evaluation of Thyroid Nodules. Sensors 2023, 23, 7289. https://doi.org/10.3390/s23167289. (Q1; IF 3.9)
Kaewumporn U., Songsaeng D., Kunapinun A., Chaisinanunkul N., FLAIR vascular hyperintensity-DWI mismatch and DWI-FLAIR mismatch ASPECTS for prediction of good outcome after recanalization in anterior circulation stroke; multicenter observational study. Eur J Radiol. 2023 Jun;163:110837. doi: 10.1016/j.ejrad.2023.110837. Epub 2023 Apr 15. PMID: 37084592. (Q1; IF 3.5)
Kunapinun A., Dailey M.N., Songsaeng D., Parnichkun M., Keatmanee C. Ekpanyapong M., Improving GAN Learning Dynamics for Thyroid Nodule Segmentation, Ultrasound Med Biol, 2023 Feb;416-430 doi: 10.1016/j.ultrasmedbio.2022.09.010. Epub 2022 Nov 21. PMID: 36424307. (Q1; IF 2.9)
Kunapinun A., Dailey, M.N. (2022). COVID-19 X-ray Image Diagnosis Using Deep Convolutional Neural Networks. In Proceedings of Sixth International Congress on Information and Communication Technology (pp. 733–741). Lecture Notes in Networks and Systems, vol 236. Springer.
Kaewkorn, S., Joochim, C., Keeratiwintakorn, P., Kunapinun, A. (2020). Development of Pick and Place Delta Robot. The Impact of the 4th Industrial Revolution on Engineering Education. ICL 2019. Advances in Intelligent Systems and Computing, vol 1135. Springer.
Kaewkorn S., Joochim C., Prasertprasasna S., Leartrussameejit C., Kuhataparuks H. and Kunapinun A. (2019), Notifying problems of a machine by using Machine Learning, 2019 Research, Invention, and Innovation Congress (RI2C). IEEE.
Kaewkorn S., Joochim C. and Kunapinun A. (2019), The 9 Points Calibration Using SCARA Robot, 2019 Research, Invention, and Innovation Congress (RI2C). IEEE.
- 西原泰宣、Thanok, A., ばら積みピッキング支援ソフトウェアの紹介, eizojoho industrial, July, 2015.
Kunapinun, A., Lorsakul, A., Teerapong, S., Suratana, J., Saengsupho, W., Sagonwimon, F., Shah, S. S. H., Direkwatana, C., and Suthakorn, J., Motion Control of Intelligence Vehicle Using Camera and Other Systems, Proceedings of the 2007 TRS Conference on Robotics and Industrial Technology (CRIT 2007), Nakorn Phatom, Thailand, June 14-15, 2007.
Grants and Projects
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⦁ Development of Artificial intelligence (A.I.) of Diagnostic Neuroradiology and Follow-up in Dementia diseases (2023-2024) 203,000 USD
Project Grant: National Research Institute (Thailand), IRB number: 350/2566(IRB3)
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⦁ Thyroid Nodule Classification and Analysis using ACR TI-RADs and Artificial Intelligence (2023)
Project IRB: Siriraj Hospital, Mahidol University, IRB number: COE 403/2023