Curriculum vitae
Expected graduation April 2027.
Contact
- Contact: me@dhupbh.com
- ORCID: 0000-0003-1984-1996
- Open to PhD or postdoc conversations, cohort collaborations, and clinical data-science roles.
- Languages: Thai (Native). English (Fluent).
- Academic readers, start at Publications. Industry readers, start at Industry.
Education
- M.D., Chulalongkorn University. Expected graduation April 2027.
- B.S., Biological Sciences: Biomedical Science, Mahidol University International College, 2022. First Class Honors. Minors: Chemistry and Computer Science.
Peer-reviewed publications
First or last/corresponding author.
Journal. Relative vaccine effectiveness of ChAdOx1/AZD1222 vaccines as booster dose via intradermal injection with a one-fifth dose compared with the intramuscular injection in the prevention of SAR-CoV-2 infections in Phuket: A retrospective cohort study
International Journal of Infectious Diseases 147:107179
Last and corresponding author.
@article{bhukdee2024relative,
title = {Relative vaccine effectiveness of ChAdOx1/AZD1222 vaccines as booster dose via intradermal injection with a one-fifth dose compared with the intramuscular injection in the prevention of SAR-CoV-2 infections in Phuket: A retrospective cohort study},
author = {Jangiam, Withita and Swangpun, Kusuma and Iamsirithaworn, Sopon and Piriyasatit, Suchanuch and Bhukdee, Dhup},
year = {2024},
journal = {International Journal of Infectious Diseases},
volume = {147},
pages = {107179},
doi = {10.1016/j.ijid.2024.107179},
url = {https://doi.org/10.1016/j.ijid.2024.107179}
} Journal. Improved delineation of colorectal cancer molecular subtypes and functional profiles with a 62-gene panel
Molecular Cancer Research 21(3):240-252
First author.
Journal cover.
@article{bhukdee2023improved,
title = {Improved delineation of colorectal cancer molecular subtypes and functional profiles with a 62-gene panel},
author = {Bhukdee, Dhup and Nuwongsri, Pattarin and Israsena, Nipan and Sriswasdi, Sira},
year = {2023},
journal = {Molecular Cancer Research},
volume = {21},
number = {3},
pages = {240--252},
doi = {10.1158/1541-7786.MCR-22-0476},
url = {https://doi.org/10.1158/1541-7786.MCR-22-0476}
} Journal. Matching Five White Solids to Common Chemicals: A Dissolution Calorimetry and Acid-Base Titration Experiment
Journal of Chemical Education 97(8):2356-2361
First author.
@article{bhukdee2020matching,
title = {Matching Five White Solids to Common Chemicals: A Dissolution Calorimetry and Acid-Base Titration Experiment},
author = {Bhukdee, Dhup and Limpanuparb, Taweetham},
year = {2020},
journal = {Journal of Chemical Education},
volume = {97},
number = {8},
pages = {2356--2361},
doi = {10.1021/acs.jchemed.0c00291},
url = {https://doi.org/10.1021/acs.jchemed.0c00291}
} Research experience
- Researcher and Data Scientist, Chulalongkorn University. July 2020 to present. Centers: Computational Molecular Biology (CMB@CU) and AI in Medicine (CU-AIM) from July 2020; Cognitive, Clinical and Computational Neurosciences (CCCN) from 2023. MoCA domain profiles for MCI subtypes (published abstracts). U-Net pipeline for spinal MRI segmentation. First-author colorectal-cancer gene-panel study in Molecular Cancer Research.
- Data Scientist, The Gang Technology Co., Ltd. COVID-19 vaccine effectiveness project. October 2022 to December 2024. Data science consult for the Bureau of Epidemiology, Ministry of Public Health. Last and corresponding author, International Journal of Infectious Diseases. Trained Ministry of Public Health staff on Python and vaccine-efficacy analysis.
- Student researcher in chemistry, Mahidol University International College. 2019 to 2022. First-author publication in the Journal of Chemical Education. Laboratory Assistant, Analytical and Organic Chemistry, February 2021 to March 2022.
- Clinical clerk at Queen Savang Vadhana Memorial Hospital since December 2024. Extern at Queen Savang Vadhana Memorial Hospital from November 2025.
Technical skills
- Languages and reproducibility
- Python. Git, DVC, MLflow, Optuna. Streamlit.
- Machine learning and statistics
- scikit-learn. U-Net segmentation. Survival and longitudinal analysis (KM, Cox, CTMC). RFECV and SHAP. NumPyro.
- Neuro and biomarker methods
- Louvain and Leiden. ComBat and CovBat harmonization. ATN biomarker anchoring.
Conference presentations
Abstract. MoCA Uses Beyond MCI Screening: Data-driven MoCA Score-based Subtypes for Prediction of Dementia Outcomes and Neuroimaging Feature Analysis (P8-12.008)
Neurology
First author.
@article{bhukdee2026mocab,
title = {MoCA Uses Beyond MCI Screening: Data-driven MoCA Score-based Subtypes for Prediction of Dementia Outcomes and Neuroimaging Feature Analysis (P8-12.008)},
author = {Bhukdee, Dhup and Kasemsantitham, Arp-Arpa and Sriswasdi, Sira and Chunharas, Chaipat},
year = {2026},
journal = {Neurology},
doi = {10.1212/WNL.0000000000213276},
url = {https://doi.org/10.1212/wnl.0000000000213276}
} Abstract. Predicting mild cognitive impairment and dementia progression using MoCA score-based subtyping and cognitive decline cascade analysis with unsupervised machine learning
Congress abstract, World Congress of Neurology
First author.
@article{bhukdee2025predicting,
title = {Predicting mild cognitive impairment and dementia progression using MoCA score-based subtyping and cognitive decline cascade analysis with unsupervised machine learning},
author = {Bhukdee, Dhup and Hiransuthikul, Akarin and Sriswasdi, Sira and Chunharas, Chaipat},
year = {2025},
journal = {Journal of the Neurological Sciences},
volume = {480},
pages = {124307},
doi = {10.1016/j.jns.2025.124307},
url = {https://doi.org/10.1016/j.jns.2025.124307},
note = {Congress abstract, World Congress of Neurology}
} Abstract. Predicting dementia conversion using Montreal Cognitive Assessment score-based mild cognitive impairment subtyping and cognitive decline cascade analysis with unsupervised machine learning
Neuroscience Applied 3:104424
First author.
@article{bhukdee2024predicting,
title = {Predicting dementia conversion using Montreal Cognitive Assessment score-based mild cognitive impairment subtyping and cognitive decline cascade analysis with unsupervised machine learning},
author = {Bhukdee, D. and Hiransuthikul, A. and Sriswasdi, S. and Chunharas, C.},
year = {2024},
journal = {Neuroscience Applied},
volume = {3},
pages = {104424},
doi = {10.1016/j.nsa.2024.104424},
url = {https://doi.org/10.1016/j.nsa.2024.104424}
} Poster. MoCA Uses Beyond MCI Screening: Data-Driven MoCA Score-Based Subtypes for Prediction of Dementia Outcomes, and Neuroimaging Feature Analysis
AAN Annual Meeting 2026 poster
First author.
@misc{bhukdee2026mocac,
title = {MoCA Uses Beyond MCI Screening: Data-Driven MoCA Score-Based Subtypes for Prediction of Dementia Outcomes, and Neuroimaging Feature Analysis},
author = {Bhukdee, Dhup},
year = {2026},
howpublished = {AAN Annual Meeting 2026 poster},
doi = {10.5281/zenodo.20509784},
url = {https://doi.org/10.5281/zenodo.20509784}
} Poster. Predicting mild cognitive impairment and dementia progression using MoCA score-based subtyping and cognitive decline cascade analysis with unsupervised machine learning
World Congress of Neurology 2025 poster
First author.
@misc{bhukdee2025predictingb,
title = {Predicting mild cognitive impairment and dementia progression using MoCA score-based subtyping and cognitive decline cascade analysis with unsupervised machine learning},
author = {Bhukdee, Dhup and Hiransuthikul, Akarin and Sriswasdi, Sira and Chunharas, Chaipat},
year = {2025},
howpublished = {World Congress of Neurology 2025 poster},
doi = {10.5281/zenodo.20509950},
url = {https://doi.org/10.5281/zenodo.20509950}
} Poster. Predicting dementia conversion using Montreal Cognitive Assessment score-based mild cognitive impairment subtyping and cognitive decline cascade analysis with unsupervised machine learning
ECNP Congress 2024 poster
First author.
@misc{bhukdee2024predictingb,
title = {Predicting dementia conversion using Montreal Cognitive Assessment score-based mild cognitive impairment subtyping and cognitive decline cascade analysis with unsupervised machine learning},
author = {Bhukdee, Dhup and Hiransuthikul, Akarin and Sriswasdi, Sira and Chunharas, Chaipat},
year = {2024},
howpublished = {ECNP Congress 2024 poster},
doi = {10.5281/zenodo.20510036},
url = {https://doi.org/10.5281/zenodo.20510036}
} Poster. Improved Colorectal Cancer Subtyping with Machine Learning and Bioinformatics Analysis
Oral and poster, STT47 (47th Congress on Science, Technology and Technology-based Innovation), 2021
First author.
@misc{bhukdee2021improved,
title = {Improved Colorectal Cancer Subtyping with Machine Learning and Bioinformatics Analysis},
author = {Bhukdee, Dhup},
year = {2021},
howpublished = {Oral and poster, STT47 (47th Congress on Science, Technology and Technology-based Innovation), 2021},
doi = {10.5281/zenodo.20510156},
url = {https://doi.org/10.5281/zenodo.20510156}
} Leadership
- AIESEC in Mahidol University. 2018 to January 2021. Finance Manager, 2018 to January 2019. Vice President of Finance and Legalities, February 2019 to January 2020. Board of Advisors, February 2020 to January 2021. The local committee received AIESEC in Thailand's Finance Award for best financial health in 2020.
Awards
Young Rising Stars of Science Award (Gold Prize), The Science Society of Thailand under the Patronage of His Majesty the King, 2021.
Outstanding Cambridge Learner Award, Top in Thailand, Cambridge IGCSE Environmental Management, 2015.
Wichakarn Award, Top IGCSE Award, Satit Prasarnmit Demonstration School International Programme, 2014 to 2015.