Vishal Monga - Publications, H-index & Citations

Vishal Monga

harvard university

38H指数

274论文数

7.0K被引数

收录论文 38

发表时间

GLAPAL-H: Global, Local, and Parts Aware Learner for Hydrocephalus Infection Diagnosis in Low-Field MRI Glapal-h: 低场MRI中脑积水感染诊断的全局，局部和部分意识学习者

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

IF4.5

2026-01-01

PREAI

Mukherjee, Srijit; Templeton, Kelsey; Tindimwebwa, Starlin; Lin, Pei-Yi; Sutin, Jason; Yu, Mingzhao; Peterson, Mallory; Truwit, Chip; Schiff, Steven J.; Monga, Vishal

Model-Based Learning for MIMO Radar Waveform Design in the Presence of Multiple Targets 基于模型的学习方法在多目标条件下用于MIMO雷达波形设计

IEEE Transactions on Aerospace and Electronic Systems

IF5.7

2025-06-01

PREAI

Junho Kweon; Fulvio Gini; Maria Sabrina Greco; Muralidhar Rangaswamy; Vishal Monga

CLIF-Net: Intersection-Guided Cross-View Fusion Network for Infection Detection From Cranial Ultrasound CLIF-Net：基于交叉视图融合网络的颅内超声感染检测的交叉引导网络

IEEE Transactions on Medical Imaging

IF9.8

2025-05-15

PREAI

Mingzhao Yu; Mallory R. Peterson; Kathy Burgoine; Thaddeus Harbaugh; Peter Olupot-Olupot; Melissa Gladstone; Cornelia Hagmann; Frances M. Cowan; Andrew Weeks; Sarah U. Morton; Ronald Mulondo; Edith Mbabazi-Kabachelor; Steven J. Schiff; Vishal Monga

Small-signal stability enhancement of islanded microgrids via domain-enriched optimization 基于域富集优化的孤岛微电网小信号稳定性增强

APPLIED ENERGY

IF11

2024-01-01

PREAI

Kweon, Junho; Jing, Hang; Li, Yan; Monga, Vishal

Infection diagnosis in hydrocephalus CT images: a domain enriched attention learning approach

JOURNAL OF NEURAL ENGINEERING

IF3.8

2023-06-16

OAAI

Yu, Mingzhao; Peterson, Mallory R.; Cherukuri, Venkateswararao; Hehnly, Christine; Mbabazi-Kabachelor, Edith; Mulondo, Ronnie; Nsubuga Kaaya, Brian; Broach, James R.; Schiff, Steven J.; Monga, Vishal

Resonant Scattering-Inspired Deep Networks for Munition Detection in 3D Sonar Imagery 用于3D声纳图像中弹药检测的共振散射启发深度网络

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

PREAI

Hoang, Trung; Dalton, Kyle S.; Gerg, Isaac D.; Blanford, Thomas E.; Brown, Daniel C.; Monga, Vishal

Deep Multi-Look Sequence Processing for Synthetic Aperture Sonar Image Segmentation

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

PREAI

Gerg, Isaac D.; Monga, Vishal

Robust Deep 3D Blood Vessel Segmentation Using Structural Priors

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2022-01-01

PREAI

Li, Xuelu; Bala, Raja; Monga, Vishal

Iterative, Deep Synthetic Aperture Sonar Image Segmentation

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

OAAI

Sun, Yung-Chen; Gerg, Isaac D.; Monga, Vishal

Structural Prior Driven Regularized Deep Learning for Sonar Image Classification

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

OAAI

Gerg, Isaac D.; Monga, Vishal

Simultaneous Denoising and Localization Network for Photoacoustic Target Localization

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-09-01

OAAI

Yazdani, Amirsaeed; Agrawal, Sumit; Johnstonbaugh, Kerrick; Kothapalli, Sri-Rajasekhar; Monga, Vishal

Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing 算法展开: 用于信号和图像处理的可解释、高效的深度学习

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2021-03-01

634

OAAI

Monga, Vishal; Li, Yuelong; Eldar, Yonina C.

Assessing the utility of low resolution brain imaging: treatment of infant hydrocephalus

NEUROIMAGE-CLINICAL

IF3.6

2021-01-01

OAAI

Harper, Joshua R.; Cherukuri, Venkateswararao; O'Reilly, Tom; Yu, Mingzhao; Mbabazi-Kabachelor, Edith; Mulando, Ronald; Sheth, Kevin N.; Webb, Andrew G.; Warf, Benjamin C.; Kulkarni, Abhaya, V; Monga, Vishal; Schiff, Steven J.

Multiview Automatic Target Recognition for Infrared Imagery Using Collaborative Sparse Priors

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2020-10-01

PREAI

Li, Xuelu; Monga, Vishal; Mahalanobis, Abhijit

Deep Retinal Image Segmentation With Regularization Under Geometric Priors

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2020-01-01

OAAI

Cherukuri, Venkateswararao; Kumar, Vijay B. G.; Bala, Raja; Monga, Vishal

Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors 使用空间结构先验的深度MR脑图像超分辨率

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2020-01-01

OAAI

Cherukuri, Venkateswararao; Guo, Tiantong; Schiff, Steven J.; Monga, Vishal

Robust Alignment for Panoramic Stitching Via an Exact Rank Constraint

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2019-10-01

OAAI

Li, Yuelong; Tofighi, Mohammad; Monga, Vishal

Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection 先验信息引导的正则化深度学习用于细胞核检测

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2019-09-01

OAAI

Tofighi, Mohammad; Guo, Tiantong; Vanamala, Jairam K. P.; Monga, Vishal

Adaptive Transform Domain Image Super-Resolution via Orthogonally Regularized Deep Networks

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2019-09-01

OAAI

Guo, Tiantong; Mousavi, Hojjat Seyed; Monga, Vishal

Endoscopic Treatment versus Shunting for Infant Hydrocephalus in Uganda

NEW ENGLAND JOURNAL OF MEDICINE

IF78.5

2017-12-21

OAAI

Kulkarni, Abhaya V.; Schiff, Steven J.; Mbabazi-Kabachelor, Edith; Mugamba, John; Ssenyonga, Peter; Donnelly, Ruth; Levenbach, Jody; Monga, Vishal; Peterson, Mallory; MacDonald, Michael; Cherukuri, Venkateswararao; Warf, Benjamin C.

研究方向