Deep Generative Model for Joint Cardiac T1 Mapping and Cardiac Cine

Authors: Zou, Qing, Priya, Sarv, Nagpal, Prashant, Jacob, Mathews

Source: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2023 IEEE 20th International Symposium on. :1-4 Apr, 2023

Relation: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)

Motion Compensated Unsupervised Deep Learning for 5D MRI

Authors: Kettelkamp, Joseph, Romanin, Ludovica, Piccini, Davide, Priya, Sarv, Jacob, Mathews

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2309.04552

Joint Alignment and Reconstruction of Multislice Dynamic MRI Using Variational Manifold Learning

Authors: Zou, Qing, Ahmed, Abdul Haseeb, Nagpal, Prashant, Priya, Sarv, Schulte, Rolf F, Jacob, Mathews

Source: 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2022 IEEE 19th International Symposium on. :1-4 Mar, 2022

Relation: 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)

Addressing Inter-reconstruction variability in multi-energy myocardial CT Radiomics: The Benefits of combat harmonization

Authors: Priya, Sarv ^{a, ⁎}, Reutzel, Abigail ^a, Ferreira Dalla Pria, Otavio Augusto ^a, Goetz, Sawyer ^a, Pham, Hanh Td ^b, Alatoum, Aiah ^a, Aher, Pritish Y ^c, Narayanasamy, Sabarish ^d, Nagpal, Prashant ^e, Carter, Knute D. ^b

Source: In European Journal of Radiology February 2025 183

Joint alignment and reconstruction of multislice dynamic MRI using variational manifold learning

Authors: Zou, Qing, Ahmed, Abdul Haseeb, Nagpal, Prashant, Priya, Sarv, Schulte, Rolf F, Jacob, Mathews

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2111.10889

Differentiation Between Glioblastoma and Metastatic Disease on Conventional MRI Imaging Using 3D-Convolutional Neural Networks: Model Development and Validation

Authors: Bathla, Girish, Dhruba, Durjoy Deb, Liu, Yanan, Le, Nam H., Soni, Neetu, Zhang, Honghai, Mohan, Suyash, Roberts-Wolfe, Douglas, Rathore, Saima, Sonka, Milan, Priya, Sarv, Agarwal, Amit

Source: In Academic Radiology May 2024 31(5):2041-2049

AI-based classification of three common malignant tumors in neuro-oncology: A multi-institutional comparison of machine learning and deep learning methods

Authors: Bathla, Girish, Dhruba, Durjoy Deb, Soni, Neetu, Liu, Yanan, Larson, Nicholas B, Kassmeyer, Blake A, Mohan, Suyash, Roberts-Wolfe, Douglas, Rathore, Saima, Le, Nam H, Zhang, Honghai, Sonka, Milan, Priya, Sarv

Source: In Journal of Neuroradiology May 2024 51(3):258-264

Computed Tomography Angiography for Aortic Diseases

Authors: Garg, Ishan, Siembida, Jakub M., Hedgire, Sandeep, Priya, Sarv, Nagpal, Prashant

Source: In Radiologic Clinics of North America May 2024 62(3):509-525

Utilizing Artificial Intelligence-Based Deformable Registration for Global and Layer-Specific Cardiac MRI Strain Analysis in Healthy Children and Young Adults

Authors: Priya, Sarv, Hartigan, Tyler, Perry, Sarah S., Goetz, Sawyer, Dalla Pria, Otavio Augusto Ferreira, Walling, Abigail, Nagpal, Prashant, Ashwath, Ravi, Bi, Xiaoming, Chitiboi, Teodora

Source: In Academic Radiology April 2024 31(4):1643-1654

Variational manifold learning from incomplete data: application to multislice dynamic MRI

Authors: Zou, Qing, Ahmed, Abdul Haseeb, Nagpal, Prashant, Priya, Sarv, Schulte, Rolf, Jacob, Mathews

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2101.08196

Optimizing Deep Learning for Cardiac MRI Segmentation: The Impact of Automated Slice Range Classification

Authors: Priya, Sarv, Dhruba, Durjoy D., Perry, Sarah S., Aher, Pritish Y., Gupta, Amit, Nagpal, Prashant, Jacob, Mathews

Source: In Academic Radiology February 2024 31(2):503-513

Subclinical cardiac involvement in student athletes after COVID-19 infection - Evaluation using feature tracking cardiac MRI strain analysis

Authors: Priya, Sarv, Narayanasamy, Sabarish, Walling, Abigail, Ashwath, Ravi C.

Source: Clinical imaging. 95:1-6

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100180367669.0x000001&indx=1&recIds=ETOCvdc_100180367669.0x000001

Image level detection of large vessel occlusion on 4D-CTA perfusion data using deep learning in acute stroke

Authors: Bathla, Girish, Durjoy, Dhruba, Priya, Sarv, Samaniego, Edgar, Derdeyn, Colin P.

Source: In Journal of Stroke and Cerebrovascular Diseases November 2022 31(11)

Variational Manifold Learning From Incomplete Data: Application to Multislice Dynamic MRI

Authors: Zou, Qing, Ahmed, Abdul Haseeb, Nagpal, Prashant, Priya, Sarv, Schulte, Rolf F., Jacob, Mathews

Source: IEEE transactions on medical imaging. 41(12):3552-3561

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100167484849.0x000001&indx=1&recIds=ETOCvdc_100167484849.0x000001

Prevalence and significance of incidental findings on computed tomography pulmonary angiograms: A retrospective cohort study

Authors: Eskandari, Ali, Narayanasamy, Sabarish, Ward, Caitlin, Priya, Sarv, Aggarwal, Tanya, Elam, Jacob, Nagpal, Prashant

Source: American journal of emergency medicine. 54:232-237

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100165894806.0x000001&indx=1&recIds=ETOCvdc_100165894806.0x000001

CT Perfusion Maps Improve Detection of M2-MCA Occlusions in Acute Ischemic Stroke

Authors: Bathla, Girish, Pillenahalli Maheshwarappa, Ravishankar, Soni, Neetu, Hayakawa, Minako, Priya, Sarv, Samaniego, Edgar, Ortega-Gutierrez, Santiago, Derdeyn, Colin P.

Source: In Journal of Stroke and Cerebrovascular Diseases June 2022 31(6)

Review of multi-modality imaging update and diagnostic work up of Takotsubo cardiomyopathy

Authors: Priya, Sarv, Nagpal, Prashant, Aggarwal, Tanya, Huynh, James, Khandelwal, Kanika, Khandelwal, Ashish

Source: In Clinical Imaging December 2021 80:334-347

Role of FDG PET/CT for detection of primary tumor in patients with extracervical metastases from carcinoma of unknown primary

Authors: Soni, Neetu, Ora, Manish, Aher, Pritish Y., Mishra, Prabhakar, Maheshwarappa, Ravishankar Pillenahalli, Priya, Sarv, Graham, Michael M.

Source: In Clinical Imaging October 2021 78:262-270

Survival prediction in glioblastoma on post-contrast magnetic resonance imaging using filtration based first-order texture analysis: Comparison of multiple machine learning models

Authors: Priya, Sarv, Agarwal, Amit, Ward, Caitlin, Locke, Thomas, Monga, Varun, Bathla, Girish

Source: Neuroradiology journal. 34(4):355-362

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN627532167&indx=1&recIds=ETOCRN627532167

Glioblastoma and primary central nervous system lymphoma: differentiation using MRI derived first-order texture analysis — a machine learning study

Authors: Priya, Sarv, Ward, Caitlin, Locke, Thomas, Soni, Neetu, Maheshwarappa, Ravishankar Pillenahalli, Monga, Varun, Agarwal, Amit, Bathla, Girish

Source: Neuroradiology journal. 34(4):320-328

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN627532117&indx=1&recIds=ETOCRN627532117