Matthew Jacobs

University of America — United States

Medicine · Health Sciences

8h-index385citations28works2.32yr avg
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Research Topics

Cardiac Imaging and Diagnostics(12), Advanced MRI Techniques and Applications(10), Medical Imaging Techniques and Applications(4), Ultrasound and Hyperthermia Applications(3), Network Security and Intrusion Detection(2)

Publications28 total

Plastic water bottle detection model using computer vision in aquatic environments
Scientific Reports·2025Open Access
Investigating the breadth and strength of perceptual control of Illusory Apparent Motion
Journal of Vision·2024Open Access
CMR provides comparable measurements of diastolic function as echocardiography
Scientific Reports·2024· 7 citedOpen Access
A Reinforcement Learning Framework with Oversampling and Undersampling Algorithms for Intrusion Detection System
Applied Sciences·2023· 14 citedOpen Access
GANMCMCRO: A Generative Adversarial Network Markov Chain Monte Carlo Random Oversampling Algorithm for Imbalance Datasets
2023· 3 citedOpen Access
Using Markov Chain Monte Carlo Algorithm for Sampling Imbalance Binary IDS Datasets
2022· 2 cited
Automated Segmental Analysis of Fully Quantitative Myocardial Blood Flow Maps by First-Pass Perfusion Cardiovascular Magnetic Resonance
IEEE Access·2021· 24 citedOpen Access
Reliable segmentation of 2D cardiac magnetic resonance perfusion image sequences using time as the 3rd dimension
European Radiology·2020· 8 cited
Simultaneous Multi-Structure Segmentation of the Heart and Peripheral Tissues in Contrast Enhanced Cardiac Computed Tomography Angiography
IEEE Access·2020· 8 citedOpen Access
Comparison of extraction and derivatization methods for sample preparation of algal oils prior to FAME determination
Dublin City University Open Access Institutional Repository (Dublin City University)·2019Open Access
Diagnostic Performance of Fully Automated Pixel-Wise Quantitative Myocardial Perfusion Imaging by Cardiovascular Magnetic Resonance
JACC. Cardiovascular imaging·2018· 145 citedOpen Access
Advanced Image Processing in Cardiac Magnetic Resonance Imaging with Application in Myocardial Perfusion Quantification
2018
Robust universal nonrigid motion correction framework for first‐pass cardiac MR perfusion imaging
Journal of Magnetic Resonance Imaging·2017· 40 cited
An inexpensive smartphone-based eyewear for low-vision individuals
Investigative Ophthalmology & Visual Science·2016· 1 citedOpen Access
Correlations and validations of dual-bolus and dual-sequence quantification of first-pass myocardial perfusion CMR in humans and canines
Journal of Cardiovascular Magnetic Resonance·2016· 1 citedOpen Access
Fully automated pixel-wise myocardial blood flow quantification with first-pass perfusion CMR
Journal of Cardiovascular Magnetic Resonance·2016Open Access
Evaluation of an automated method for arterial input function detection for first-pass myocardial perfusion cardiovascular magnetic resonance
Journal of Cardiovascular Magnetic Resonance·2016· 43 citedOpen Access
Automatic analysis of double coronal mass ejections from coronagraph images
Space Weather·2015· 3 cited
Automated measurement of arterial input function in first-pass myocardial perfusion magnetic resonance images using independent component analysis
2015· 2 citedOpen Access
Automatic nonrigid motion correction for quantitative first-pass cardiac MR perfusion imaging
2015· 3 cited
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Frequent Co-authors

Li‐Yueh Hsu(11), Andrew E. Arai(10), Mitchel Benovoy(9), Lin‐Ching Chang(5), Hannah Conn(3), Najmeh Abedzadeh(3), Marcus Y. Chen(2), Sujata M. Shanbhag(2), W. Patricia Bandettini(2), Robert D. Okada(2), Willard M. Daggett(2), H. William Strausś(2), Farida Chériet(2), Nagib Dahdah(2), Allison Ta(1), Susanne Winkler(1), Anders M. Greve(1), J A Leppo(1), John Newell(1), Richard H. Moore(1)