Projects per year
Personal profile
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 -
SDG 7 Affordable and Clean Energy -
SDG 16 Peace, Justice and Strong Institutions
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Dive into the research topics where Vishal Monga is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Environmental Prior Guided Signal Processing and Learning for Oceanographic Data Sensing and Analysis
Monga, V. (PI)
8/1/19 → …
Project: Research project
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Environmental Prior Guided Signal Processing and Learning for Oceanographic Data Sensing and Analysis
Monga, V. (PI)
8/1/19 → …
Project: Research project
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Domain Enriched Learning for SONAR Image Enhancement and Classification
Monga, V. (PI)
5/1/19 → …
Project: Research project
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Domain Enriched Learning for SONAR Image Enhancement and Classification
Monga, V. (PI)
5/1/19 → …
Project: Research project
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Hybrid Learning and Model Based Methods for SONAR ATR
Monga, V. (PI)
2/1/18 → …
Project: Research project
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EUMD: Event-Based Unrolled Motion Deblurring Via Learnable Prior Optimization
Zhang, H., Fu, D., Miller, J., Choudhury, A., Lee, C. & Monga, V., 2026, Proceedings - 2026 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2026. Institute of Electrical and Electronics Engineers Inc., p. 656-665 10 p. (Proceedings - 2026 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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GLAPAL-H: Global, Local, and Parts Aware Learner for Hydrocephalus Infection Diagnosis in Low-Field MRI
Mukherjee, S., Templeton, K., Tindimwebwa, S., Lin, P. Y., Sutin, J., Yu, M., Peterson, M., Truwit, C., Schiff, S. J. & Monga, V., 2026, In: IEEE Transactions on Biomedical Engineering. 73, 1, p. 139-152 14 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Scopus citations -
Intervention in Health Misinformation Using Large Language Models for Automated Detection, Thematic Analysis, and Inoculation: Case Study on COVID-19
Malek, S., Griffin, C., Fraleigh, R. D., Lennon, R., Monga, V. & Shen, L., 2026, In: Journal of medical Internet research. 28, e75500.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Scopus citations -
CLIF-Net: Intersection-Guided Cross-View Fusion Network for Infection Detection From Cranial Ultrasound
Yu, M., Peterson, M. R., Burgoine, K., Harbaugh, T., Olupot-Olupot, P., Gladstone, M., Hagmann, C., Cowan, F. M., Weeks, A., Morton, S. U., Mulondo, R., Mbabazi-Kabachelor, E., Schiff, S. J. & Monga, V., 2025, In: IEEE transactions on medical imaging. 44, 11, p. 4213-4225 13 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Five-year outcomes after surgical treatment of infant postinfectious hydrocephalus in sub-Saharan Africa: results of a randomized trial
Mbabazi-Kabachelor, E., Peterson, M. R., Mugamba, J., Ssenyonga, P., Onen, J., Nalule, E., Magombe, J., Cherukuri, V., Monga, V., Schiff, S. J., Kulkarni, A. V. & Warf, B. C., Aug 2025, In: Journal of Neurosurgery: Pediatrics. 36, 2, p. 135-144 10 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Scopus citations