Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks
Kissas, Georgios, Yang, Yibo, Hwuang, Eileen, Witschey, Walter R., Detre, John A., Perdikaris, Paris
Published in Computer methods in applied mechanics and engineering (01.01.2020)
Published in Computer methods in applied mechanics and engineering (01.01.2020)
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Journal Article
Accelerated free-breathing 3D T1ρ cardiovascular magnetic resonance using multicoil compressed sensing
Kamesh Iyer, Srikant, Moon, Brianna, Hwuang, Eileen, Han, Yuchi, Solomon, Michael, Litt, Harold, Witschey, Walter R
Published in Journal of cardiovascular magnetic resonance (10.01.2019)
Published in Journal of cardiovascular magnetic resonance (10.01.2019)
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Journal Article
Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks
Kissas, Georgios, Yang, Yibo, Hwuang, Eileen, Witschey, Walter R., Detre, John A., Perdikaris, Paris
Published in Computer methods in applied mechanics and engineering (17.09.2019)
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Published in Computer methods in applied mechanics and engineering (17.09.2019)
Journal Article
Feasibility of Vascular Parameter Estimation for Assessing Hypertensive Pregnancy Disorders
Kissas, Georgios, Hwuang, Eileen, Thompson, Elizabeth W, Schwartz, Nadav, Detre, John A, Witschey, Walter R, Perdikaris, Paris
Published in Journal of biomechanical engineering (01.12.2022)
Published in Journal of biomechanical engineering (01.12.2022)
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Journal Article
Accelerated free-breathing 3D T1[rho] cardiovascular magnetic resonance using multicoil compressed sensing
Kamesh Iyer, Srikant, Moon, Brianna, Hwuang, Eileen, Han, Yuchi, Solomon, Michael, Litt, Harold, Witschey, Walter R
Published in Journal of cardiovascular magnetic resonance (10.01.2019)
Published in Journal of cardiovascular magnetic resonance (10.01.2019)
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Journal Article
Assessment of uterine artery geometry and hemodynamics in human pregnancy with 4d flow mri and its correlation with doppler ultrasound
Hwuang, Eileen, Vidorreta, Marta, Schwartz, Nadav, Moon, Brianna F., Kochar, Kirpal, Tisdall, Matthew Dylan, Detre, John A., Witschey, Walter R.T.
Published in Journal of magnetic resonance imaging (01.01.2019)
Published in Journal of magnetic resonance imaging (01.01.2019)
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Journal Article
Iron imaging in myocardial infarction reperfusion injury
Moon, Brianna F., Iyer, Srikant Kamesh, Hwuang, Eileen, Solomon, Michael P., Hall, Anya T., Kumar, Rishabh, Josselyn, Nicholas J., Higbee-Dempsey, Elizabeth M., Tsourkas, Andrew, Imai, Akito, Okamoto, Keitaro, Saito, Yoshiaki, Pilla, James J., Gorman, Joseph H., Gorman, Robert C., Tschabrunn, Cory, Keeney, Samuel J., Castillero, Estibaliz, Ferrari, Giovanni, Jockusch, Steffen, Wehrli, Felix W., Shou, Haochang, Ferrari, Victor A., Han, Yuchi, Gulhane, Avanti, Litt, Harold, Matthai, William, Witschey, Walter R.
Published in Nature communications (29.06.2020)
Published in Nature communications (29.06.2020)
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Journal Article
Magnetic susceptibility and R2 of myocardial reperfusion injury at 3T and 7T
Moon, Brianna F., Iyer, Srikant Kamesh, Josselyn, Nicholas J., Hwuang, Eileen, Swago, Sophia, Keeney, Samuel J., Castillero, Estibaliz, Ferrari, Giovanni, Pilla, James J., Gorman, Joseph H., Gorman, Robert C., Tschabrunn, Cory M., Shou, Haochang, Matthai, William, Wehrli, Felix W., Ferrari, Victor A., Han, Yuchi, Litt, Harold, Witschey, Walter R.
Published in Magnetic resonance in medicine (01.01.2022)
Published in Magnetic resonance in medicine (01.01.2022)
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Journal Article
Magnetic susceptibility and R2 of myocardial reperfusion injury at 3 T and 7 T
Moon, Brianna F., Iyer, Srikant Kamesh, Josselyn, Nicholas J., Hwuang, Eileen, Swago, Sophia, Keeney, Samuel J., Castillero, Estibaliz, Ferrari, Giovanni, Pilla, James J., Gorman, Joseph H., Gorman, Robert C., Tschabrunn, Cory, Shou, Haochang, Matthai, William, Wehrli, Felix W., Ferrari, Victor A., Han, Yuchi, Litt, Harold, Witschey, Walter R.
Published in Magnetic resonance in medicine (06.08.2021)
Published in Magnetic resonance in medicine (06.08.2021)
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Journal Article
1050: Cross-modality, in-vivo validation of 4D-Flow MRI evaluation of uterine artery blood flow in human pregnancy
Schwartz, Nadav, Hwuang, Eileen, Rodriguez-Soto, Ana, Wehrli, Felix, Vidorreta, Marta, Moon, Brianna F., Kochar, Kirpal, Parameshwaran, Shobhana, Koelper, Nathanel C., Sammel, Mary D., Tisdall, Matthew D., Detre, John, Witschey, Walter R.
Published in American journal of obstetrics and gynecology (01.01.2019)
Published in American journal of obstetrics and gynecology (01.01.2019)
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Journal Article
Classification of Myocardial 18F-FDG PET Uptake Patterns Using Deep Learning
Josselyn, Nicholas, MacLean, Matthew T, Jean, Christopher, Fuchs, Ben, Moon, Brianna F, Hwuang, Eileen, Iyer, Srikant Kamesh, Litt, Harold, Han, Yuchi, Kaghazchi, Fatemeh, Bravo, Paco E, Witschey, Walter R
Published in Radiology. Artificial intelligence (01.07.2021)
Published in Radiology. Artificial intelligence (01.07.2021)
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Journal Article
Classification of Myocardial 18 F-FDG PET Uptake Patterns Using Deep Learning
Josselyn, Nicholas, MacLean, Matthew T, Jean, Christopher, Fuchs, Ben, Moon, Brianna F, Hwuang, Eileen, Iyer, Srikant Kamesh, Litt, Harold, Han, Yuchi, Kaghazchi, Fatemeh, Bravo, Paco E, Witschey, Walter R
Published in Radiology. Artificial intelligence (01.07.2021)
Published in Radiology. Artificial intelligence (01.07.2021)
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Journal Article
Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks
Kissas, Georgios, Yang, Yibo, Hwuang, Eileen, Witschey, Walter R, Detre, John A, Perdikaris, Paris
Published in arXiv.org (17.09.2019)
Published in arXiv.org (17.09.2019)
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Paper
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Anisotropic smoothing regularization (AnSR) in Thirion's Demons registration evaluates brain MRI tissue changes post-laser ablation
Hwuang, Eileen, Danish, Shabbar, Rusu, Mirabela, Sparks, Rachel, Toth, Robert, Madabhushi, Anant
Published in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.01.2013)
Published in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.01.2013)
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Conference Proceeding
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High-resolution, 3-D imaging of lumpectomy tissue using optical coherence tomography
Hwuang, Eileen, Higgins, Laura, Pierce, Mark C., Droz, Roberto, Kim, Leonard
Published in 2014 40th Annual Northeast Bioengineering Conference (NEBEC) (01.04.2014)
Published in 2014 40th Annual Northeast Bioengineering Conference (NEBEC) (01.04.2014)
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Conference Proceeding