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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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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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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SIGNAL PROCESSING AND LEARNING FOR ROBUST, ADAPTIVE SONAR AUTOMATIC TARGET RECOGNITION (ATR)
Monga, V. (PI)
4/20/16 → …
Project: Research project
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High-Resolution Transcranial Ultrasound Neuromodulation at Large Scale
Kiani, M. (PI) & Monga, V. (CoPI)
6/15/22 → 9/30/25
Project: Research project
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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 Access -
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 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., 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
1 Scopus citations -
Model-Based Learning for MIMO Radar Waveform Design in the Presence of Multiple Targets
Kweon, J., Gini, F., Greco, M. S., Rangaswamy, M. & Monga, V., 2025, In: IEEE Transactions on Aerospace and Electronic Systems. 61, 3, p. 7165-7178 14 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Physically Enriched Product Adaptive Deep Networks for Industrial Metal Detection
Das, S., Tyagi, A. & Monga, V., 2025, In: IEEE Sensors Journal. 25, 11, p. 20124-20135 12 p.Research output: Contribution to journal › Article › peer-review