Personal profile
Biography
Vanya Valindria, ST, MSc, PhD-DIC is an Assistant Professor of Data Science at Monash University, Indonesia. She received her PhD in Computing Research from Imperial College London (2019), funded by the Indonesian Presidential Fund. She also holds an Erasmus Mundus MSc in Computer Vision and Robotics (with Distinction) and a BEng in Electrical Engineering (Cum Laude) from the Bandung Institute of Technology. Her research expertise lies at the intersection of medical image analysis, machine learning, and data science, with a strong focus on medical AI.
Prior to joining Monash University, Dr. Valindria was a Medical AI Researcher at IMERI, University of Indonesia, and a Postdoctoral Research Associate at University College London’s Centre for Medical Image Computing, where she worked on cancer image analysis. She also brings substantial industry experience as a Senior AI Research Engineer, leading generative AI research for e-commerce applications.
Monash teaching commitment
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ITI5122 – Professional Practice (2025, Term 3)
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ITI5125 – IT Research Method (2025, Term 4; 2026, Term 4)
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ITI5126 / ITI5127 / ITI5128 – Master’s Thesis (2026, Terms 1–3)
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ITI5202 – Data Processing for Big Data (2026, Term 3)
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FIT1045 – Introduction to Programming (2027, Term 1)
Research interests
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Medical artificial intelligence and medical image analysis
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Medical visual–language models
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Multimodal learning for medical AI (imaging, text, clinical data)
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Healthcare AI translation and deployment in real-world clinical settings
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Generative AI for medical and healthcare data
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Generative AI for media data, including image, video, and audio
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Machine learning for disease diagnosis, prognostication, and decision support
Education/Academic qualification
Artificial Intelligence, Doctoral, Machine learning for Whole-body Scan Analysis, Imperial College London
1 Apr 2015 → 1 Jun 2019
Award Date: 1 Jun 2019
Research area keywords
- Artificial Intelligence (AI)
- Medical Imaging
- Machine Learning
- Medical Image Analysis
- Digital Health
- Data Science
- Computer Vision
- Image Processing
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
Collaborations and top research areas from the last five years
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White Matter Microstructure Differences Between Congenital and Acquired Hearing Loss Patients Using Diffusion Tensor Imaging (DTI) and Machine Learning
Kameela, F. K., Putranto, F. M., Yusuf, P. A., Pujitresnani, A., Valindria, V. V., Sudiana, D. & Rizkinia, M., 25 Jul 2025, In: Computers. 14, 8, 17 p., 303.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Hybrid Vision Transformer and Convolutional Neural Network for Multi-Class and Multi-Label Classification of Tuberculosis Anomalies on Chest X-Ray
Yulvina, R., Putra, S. A., Rizkinia, M., Pujitresnani, A., Tenda, E. D., Yunus, R. E., Djumaryo, D. H., Yusuf, P. A. & Valindria, V., 17 Dec 2024, In: Computers. 13, 12, 29 p., 343.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile17 Link opens in a new tab Citations (Scopus) -
Stroke Prognostication in Patients Treated with Thrombolysis Using Random Forest
Yunus, R. E., Harris, S., Sidipratomo, P., Kekalih, A., Jatmiko, W., Pandelaki, J., Rachman, A., Syahrul, S., Valindria, V. V., Rachmadi, M. F., Muzakki, M. F., Tjuatja, A., Wijaya, A. E. & Teresa, D., 6 Jun 2024, In: The Open Neuroimaging Journal. 17, 12 p., e18744400298093.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Joint estimation of relaxation and diffusion tissue parameters for prostate cancer with relaxation-VERDICT MRI
Palombo, M., Valindria, V., Singh, S., Chiou, E., Giganti, F., Pye, H., Whitaker, H. C., Atkinson, D., Punwani, S., Alexander, D. C. & Panagiotaki, E., 21 Feb 2023, In: Scientific Reports. 13, 1, 13 p., 2999.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile27 Link opens in a new tab Citations (Scopus) -
Differentiating False Positive Lesions from Clinically Significant Cancer and Normal Prostate Tissue Using VERDICT MRI and Other Diffusion Models
Sen, S., Valindria, V., Slator, P. J., Pye, H., Grey, A., Freeman, A., Moore, C., Whitaker, H., Punwani, S., Singh, S. & Panagiotaki, E., 5 Jul 2022, In: Diagnostics. 12, 7, 15 p., 1631.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile11 Link opens in a new tab Citations (Scopus)
Activities
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JMIR Medical Informatics (Journal)
Valindria, V. (Editor in chief)
12 Apr 2026Activity: Publication peer-review and editorial work types › Peer review responsibility
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GENERATIVE AI FOR MARKETING CONTENT
Valindria, V. (Contributor)
26 Jun 2025Activity: Community Talks, Presentations, Exhibitions and Events › Public lecture/debate/seminar
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Advancing AI Capacity in Indonesian Universities: A Collaborative Workshop for Faculty Members
Valindria, V. (Invited speaker)
27 Jul 2025 → 3 Aug 2025Activity: Participating in or organising an event types › Contribution to workshop, seminar, course
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International Roundtable on AI in Global Health: Ethical Issues in the Integration of AI-Based Technology in Global Healthcare
Valindria, V. (Contributor)
15 May 2025Activity: Community Talks, Presentations, Exhibitions and Events › Public lecture/debate/seminar
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Medical Image Computing and Computer-Assisted Intervention (Event)
Valindria, V. (Peer reviewer)
2 Feb 2025 → 11 Apr 2025Activity: Publication peer-review and editorial work types › Peer review responsibility