Djeane Debora Onthoni

Dr. Djeane Debora Onthoni

Computer Science and Engineering, SRM University, Andhra Pradesh, Mangalagiri, Andhra Pradesh, International
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orcid

Biography

Djeane Debora Onthoni, Ph.D., is a researcher specializing in Health Data and Artificial Intelligence. She earned her Ph.D. from Department of Computer Science and Information Engineering, Chang Gung University, Taiwan, where her research focused on computer vision tasks using medical imaging, such as Contrast-enhanced and Non-contrast Computed Tomography (CT) scans. She has experience applying AI methods - including Machine Learning and Deep Learning - for complex disease prediction and disease subtype clustering by analyzing multimodal data from Electronic Health Record (EHR), Genomic data (e.g., Polygenic Risk Score (PRS)), and Imaging data (e.g., Carotid Ultrasound). Her research spans precision medicine applications using resources such as the UK Biobank and Taiwan Biobank during her postdoctoral fellowship at the Institute of Population Health Sciences, National Health Research Institutes, Taiwan. Currently, she is a research fellow at the Institute of Computer Science, Univerisity of Tartu, where her work focuses on applying AI and statistical methods to analyze EHR and genomic data - including PRS from the Estonian Biobank - using the OMOP Common Data Model (CDM) and integrative data approaches.

Affiliations

SRM University, Andhra Pradesh

Mangalagiri, Andhra Pradesh, International

Computer Science and Engineering

University of Tartu

Tartu, Tartumaa, Estonia

Institute of Computer Science

National Health Research Institutes

Miaoli, Taiwan

Institute of Population Health Sciences

Honors and Awards

honor

Best paper award

International Conference on Smart Sustainable Intelligent Computing and Applications

Best paper award in International Conference on Smart Sustainable Intelligent Computing and Applications, Delhi, India, 2020, with the paper title: Machine Learning Assisted Performance Analysis of Customer Churn Prediction using Customer Relationship Management Big Data.

honor

2nd place for an excellent paper award

National Health Research Institutes

National Health Research Institutes Research Day, 2nd place for an excellent paper award, Taiwan, 2024, with the paper title: Multimodal Deep Learning for Classifying Diabetes: Analyzing Carotid Ultrasound Images from UK and Taiwan Biobanks and Their Cardiovascular Disease Associations.

Experience

University Lecturer

SRM University, Andhra Pradesh, Mangalagiri, International

01 Mar 2026 - present

Post Doctoral Researcher

University of Tartu, Tartu, Estonia

01 Mar 2025 - 01 Feb 2026

Post Doctoral Researcher

National Health Research Institutes, Miaoli, Taiwan

01 May 2022 - 01 Feb 2025

University Lecturer

De La Salle Catholic University, Manado, Indonesia

01 Aug 2012 - 01 Jan 2022