Jason M. Davies

20 papers B 1Journal 2Unranked 17
YearRankTypeTitle / Venue / Authors
2023 — conf
Investigating angiographic injection parameters for cerebral aneurysm hemodynamic characterization using patient-specific simulated angiograms.
Biomedical Applications in Molecular, Structural, and Functional Imaging
R. White, Allison Shields, Swetadri Vasan Setlur Nagesh, E. Smith, Jason M. Davies, Daniel R. Bednarek, Stephen Rudin, Ciprian N. Ionita, V. Chivukula
2022 — conf
Initial investigation of predicting hematoma expansion for intracerebral hemorrhage using imaging biomarkers and machine learning.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Dennis Swetz, Samantha E. Seymour, Ryan A. Rava, Mohammad Mahdi Shiraz Bhurwani, Andre Monteiro, Ammad A. Baig, Mohammad Waqas, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita
2022 — conf
Initial investigation of the use of angiographic parametric imaging for early prognosis of delayed cerebral ischemia in patients with subarachnoid hemorrhage.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Roman Price, Mohammad Mahdi Shiraz Bhurwani, Kelsey N. Sommer, Andre Monteiro, Ammad A. Baig, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita
2022 — conf
Leveraging patient-specific simulated angiograms to characterize cerebral aneurysm hemodynamics using computational fluid dynamics.
Biomedical Applications in Molecular, Structural, and Functional Imaging
V. Chivukula, R. White, Allison Shields, Jason M. Davies, Maxim Mokin, Daniel R. Bednarek, Stephen Rudin, Ciprian N. Ionita
2022 — conf
Predicting hematoma expansion after spontaneous intracranial hemorrhage through a radiomics based model.
Computer-Aided Diagnosis
Samantha E. Seymour, Ryan A. Rava, Dennis Swetz, Andre Montiero, Ammad Baig, Kurt Schultz, Kenneth V. Snyder, Mohammad Waqas, Jason M. Davies, Elad I. Levy, Adnan H. Siddiqui, Ciprian N. Ionita
2022 — conf
Prognosis of ischemia recurrence in patients with moderate intracranial atherosclerotic disease using quantitative MRA measurements.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Jeff Joseph, Benjamin Weppner, Nandor K. Pinter, Mohammad Mahdi Shiraz Bhurwani, Andre Monteiro, Ammad A. Baig, Jason M. Davies, Adnan Siddique, Ciprian N. Ionita
2022 — conf
Quantitative angiography prognosis of intracranial aneurysm treatment failure using parametric imaging and distal vessel analysis.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Alexander G. Wisniewski, Mohammad Mahdi Shiraz Bhurwani, Kelsey N. Sommer, Andre Monteiro, Ammad A. Baig, Jason M. Davies, Adnan Siddiqui, Ciprian N. Ionita
2021 — conf
Clot organization on histology is associated with radiomics features that predict treatment outcomes from mechanical thrombectomy.
Digital Pathology
Tatsat R. Patel, Mohammad Waqas, Sarah Fricano, Adam A. Dmytriw, John Tomaszewski, Elad I. Levy, Kenneth V. Snyder, Jason M. Davies, Adnan H. Siddiqui, Vincent M. Tutino
2021 J jnl
Fast virtual coiling algorithm for intracranial aneurysms using pre-shape path planning.
Comput. Biol. Medicine
Palak Patel, Seyyed Mostafa Mousavi Janbeh Sarayi, Danyang Chen, Adam L. Hammond, Robert J. Damiano, Jason M. Davies, Jinhui Xu, Hui Meng
2021 B conf
Use of a convolutional neural network to identify infarct core using computed tomography perfusion parameters.
Image Processing
Ryan A. Rava, Alexander R. Podgorsak, Mohammad Waqas, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita
2021 — conf
Use of biplane quantitative angiographic imaging with ensemble neural networks to assess reperfusion status during mechanical thrombectomy.
Computer-Aided Diagnosis
Mohammad Mahdi Shiraz Bhurwani, Kenneth V. Snyder, Mohammad Waqas, Maxim Mokin, Ryan A. Rava, Alexander R. Podgorsak, Kelsey N. Sommer, Jason M. Davies, Elad I. Levy, Adnan H. Siddiqui, Ciprian N. Ionita
2020 — conf
Co-registration of infarct core location with angiography during mechanical thrombectomy procedures for treatment progression monitoring.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Nicholas J. Pham, Ryan A. Rava, Mohammad Mahdi Shiraz Bhurwani, Alexander R. Podgorsak, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita
2020 — conf
Optimization of DSA image data input to a machine learning aneurysm identifier.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Alexander R. Podgorsak, Mohammad Mahdi Shiraz Bhurwani, Ryan A. Rava, Jason M. Davies, Ciprian N. Ionita
2020 — conf
Predicting treatment outcome of intracranial aneurysms using angiographic parametric imaging and recurrent neural networks.
Computer-Aided Diagnosis
Mohammad Mahdi Shiraz Bhurwani, Mohammad Waqas, Kyle A. Williams, Ryan A. Rava, Alexander R. Podgorsak, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita
2020 — conf
Quantification of flow through intracranial arteriovenous malformations using Angiographic Parametric Imaging (API).
Biomedical Applications in Molecular, Structural, and Functional Imaging
Kyle A. Williams, Mohammad Mahdi Shiraz Bhurwani, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita
2019 — conf
Feasibility study of deep neural networks to classify intracranial aneurysms using angiographic parametric imaging.
Computer-Aided Diagnosis
Mohammad Mahdi Shiraz Bhurwani, Alexander R. Podgorsak, Anusha Ramesh Chandra, Ryan A. Rava, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita
2019 — conf
Initial assessment of neuro pressure gradients in carotid stenosis using 3D printed patient-specific phantoms.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Lauren M. Shepard, Adnan H. Siddiqui, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Ciprian N. Ionita
2017 — conf
Association between hemodynamic modifications and clinical outcome of intracranial aneurysms treated using flow diverters.
Image-Guided Procedures
Nikhil Paliwal, Robert J. Damiano, Jason M. Davies, Adnan H. Siddiqui, Hui Meng
2017 — conf
Computer-assisted adjuncts for aneurysmal morphologic assessment: toward more precise and accurate approaches.
Computer-Aided Diagnosis
Hamidreza Rajabzadeh-Oghaz, Nicole Varble, Jason M. Davies, Ashkan Mowla, Hakeem J. Shakir, Ashish Sonig, Hussain Shallwani, Kenneth V. Snyder, Elad I. Levy, Adnan H. Siddiqui, Hui Meng
2014 J jnl
Research and applications: N-gram support vector machines for scalable procedure and diagnosis classification, with applications to clinical free text data from the intensive care unit.
J. Am. Medical Informatics Assoc.
Ben J. Marafino, Jason M. Davies, Naomi S. Bardach, Mitzi L. Dean, R. Adams Dudley