Publications by authors named "Vishal Monga"

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GLAPAL-H: Global, Local, and Parts Aware Learner for Hydrocephalus Infection Diagnosis in Low-Field MRI.
Srijit Mukherjee, Kelsey Templeton, Starlin Tindimwebwa, Pei-Yi Lin, Jason Sutin, Vishal Monga

IEEE Trans Biomed Eng· January 2026

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Intervention in Health Misinformation Using Large Language Models for Automated Detection, Thematic Analysis, and Inoculation: Case Study on COVID-19.
Samira Malek, Christopher Griffin, Robert D Fraleigh, Robert Lennon, Vishal Monga

J Med Internet Res· January 2026

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CLIF-Net: Intersection-Guided Cross-View Fusion Network for Infection Detection From Cranial Ultrasound.
Mingzhao Yu, Mallory R Peterson, Kathy Burgoine, Thaddeus Harbaugh, Peter Olupot-Olupot, Vishal Monga

IEEE Trans Med Imaging· November 2025

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Hemi-brain growth as a biomarker for whole brain growth.
Utkarsh S Bajaj, Mingzhao Yu, Kelsey Tempelton, Srijit Mukherjee, Nichol Nunn, Vishal Monga

medRxiv· October 2025

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Five-year outcomes after surgical treatment of infant postinfectious hydrocephalus in sub-Saharan Africa: results of a randomized trial.
Edith Mbabazi-Kabachelor, Mallory R Peterson, John Mugamba, Peter Ssenyonga, Justin Onen, Vishal Monga

J Neurosurg Pediatr· August 2025

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CLIF-Net: Intersection-guided Cross-view Fusion Network for Infection Detection from Cranial Ultrasound.
Mingzhao Yu, Mallory R Peterson, Kathy Burgoine, Thaddeus Harbaugh, Peter Olupot-Olupot, Vishal Monga

medRxiv· July 2025

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GLAPAL-H: Global, Local, And Parts Aware Learner for Hydrocephalus Infection Diagnosis in Low-Field MRI.
Srijit Mukherjee, Kelsey Templeton, Starlin Tindimwebwa, Ivy Lin, Jason Sutin, Vishal Monga

medRxiv· June 2025

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Infection diagnosis in hydrocephalus CT images: a domain enriched attention learning approach.
Mingzhao Yu, Mallory R Peterson, Venkateswararao Cherukuri, Christine Hehnly, Edith Mbabazi-Kabachelor, Vishal Monga

J Neural Eng· June 2023

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Investigating Useful Features for Overall Survival Prediction in Patients with Low-Grade Glioma Using Histology Slides.
Elisa Warner, Xuelu Li, Ganesh Rao, Jason Huse, Jeffrey Traylor, Vishal Monga

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Robust Deep 3D Blood Vessel Segmentation Using Structural Priors.
Xuelu Li, Raja Bala, Vishal Monga

IEEE Trans Image Process· February 2022

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Preoperative risk and postoperative outcome from subdural fluid collections in African infants with postinfectious hydrocephalus.
Jessica R Lane, Paddy Ssentongo, Mallory R Peterson, Joshua R Harper, Edith Mbabazi-Kabachelor, Vishal Monga

J Neurosurg Pediatr· January 2022

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Assessing the utility of low resolution brain imaging: treatment of infant hydrocephalus.
Joshua R Harper, Venkateswararao Cherukuri, Tom O'Reilly, Mingzhao Yu, Edith Mbabazi-Kabachelor, Vishal Monga

Neuroimage Clin· January 2022

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Normal childhood brain growth and a universal sex and anthropomorphic relationship to cerebrospinal fluid.
Mallory R Peterson, Venkateswararao Cherukuri, Joseph N Paulson, Paddy Ssentongo, Abhaya V Kulkarni, Vishal Monga

J Neurosurg Pediatr· October 2021

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Simultaneous Denoising and Localization Network for Photoacoustic Target Localization.
Amirsaeed Yazdani, Sumit Agrawal, Kerrick Johnstonbaugh, Sri-Rajasekhar Kothapalli, Vishal Monga

IEEE Trans Med Imaging· September 2021

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Brain growth after surgical treatment for infant postinfectious hydrocephalus in Sub-Saharan Africa: 2-year results of a randomized trial.
Steven J Schiff, Abhaya V Kulkarni, Edith Mbabazi-Kabachelor, John Mugamba, Peter Ssenyonga, Vishal Monga

J Neurosurg Pediatr· September 2021

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Analysis-Synthesis Learning With Shared Features: Algorithms for Histology Image Classification.
Xuelu Li, Vishal Monga, U K Arvind Rao

IEEE Trans Biomed Eng· April 2020

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Robust Alignment for Panoramic Stitching Via an Exact Rank Constraint.
Yuelong Li, Mohammad Tofighi, Vishal Monga

IEEE Trans Image Process· October 2019

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Deep Retinal Image Segmentation with Regularization Under Geometric Priors.
Venkateswararao Cherukuri, Vijay Kumar B G, Raja Bala, Vishal Monga

IEEE Trans Image Process· October 2019

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Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection.
Mohammad Tofighi, Tiantong Guo, Jairam K P Vanamala, Vishal Monga

IEEE Trans Med Imaging· September 2019

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Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors.
Venkateswararao Cherukuri, Tiantong Guo, Steven J Schiff, Vishal Monga

IEEE Trans Image Process· September 2019

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Adaptive Transform Domain Image Super-resolution Via Orthogonally Regularized Deep Networks.
Tiantong Guo, Hojjat S Mousavi, Vishal Monga

IEEE Trans Image Process· May 2019

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A Visually Interpretable, Dictionary-Based Approach to Imaging-Genomic Modeling, With Low-Grade Glioma as a Case Study.
Srikanth Kuthuru, William Deaderick, Harrison Bai, Chang Su, Tiep Vu, Vishal Monga

Cancer Inform· October 2018

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DEEP MR IMAGE SUPER-RESOLUTION USING STRUCTURAL PRIORS.
Venkateswararao Cherukuri, Tiantong Guo, Steven J Schiff, Vishal Monga

Proc Int Conf Image Proc· October 2018

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Learning Based Segmentation of CT Brain Images: Application to Postoperative Hydrocephalic Scans.
Venkateswararao Cherukuri, Peter Ssenyonga, Benjamin C Warf, Abhaya V Kulkarni, Vishal Monga

IEEE Trans Biomed Eng· August 2018

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Endoscopic Treatment versus Shunting for Infant Hydrocephalus in Uganda.
Abhaya V Kulkarni, Steven J Schiff, Edith Mbabazi-Kabachelor, John Mugamba, Peter Ssenyonga, Vishal Monga

N Engl J Med· December 2017

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