Jason M. Davies

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 19

Top Topics

Intracranial Aneurysms

Computed Tomography

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image-Guided Procedures

Comput. Biol. Medicine

Publications

R. White, Allison Shields, Swetadri Vasan Setlur Nagesh, E. Smith, Jason M. Davies, Daniel R. Bednarek, Stephen Rudin, Ciprian N. Ionita, V. Chivukula
Investigating angiographic injection parameters for cerebral aneurysm hemodynamic characterization using patient-specific simulated angiograms. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
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
Predicting hematoma expansion after spontaneous intracranial hemorrhage through a radiomics based model. Medical Imaging: Computer-Aided Diagnosis (2022)
Alexander G. Wisniewski, Mohammad Mahdi Shiraz Bhurwani, Kelsey N. Sommer, Andre Monteiro, Ammad A. Baig, Jason M. Davies, Adnan Siddiqui, Ciprian N. Ionita
Quantitative angiography prognosis of intracranial aneurysm treatment failure using parametric imaging and distal vessel analysis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
V. Chivukula, R. White, Allison Shields, Jason M. Davies, Maxim Mokin, Daniel R. Bednarek, Stephen Rudin, Ciprian N. Ionita
Leveraging patient-specific simulated angiograms to characterize cerebral aneurysm hemodynamics using computational fluid dynamics. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
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
Initial investigation of predicting hematoma expansion for intracerebral hemorrhage using imaging biomarkers and machine learning. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Jeff Joseph, Benjamin Weppner, Nandor K. Pinter, Mohammad Mahdi Shiraz Bhurwani, Andre Monteiro, Ammad A. Baig, Jason M. Davies, Adnan Siddique, Ciprian N. Ionita
Prognosis of ischemia recurrence in patients with moderate intracranial atherosclerotic disease using quantitative MRA measurements. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Roman Price, Mohammad Mahdi Shiraz Bhurwani, Kelsey N. Sommer, Andre Monteiro, Ammad A. Baig, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita
Initial investigation of the use of angiographic parametric imaging for early prognosis of delayed cerebral ischemia in patients with subarachnoid hemorrhage. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Ryan A. Rava, Alexander R. Podgorsak, Mohammad Waqas, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita
Use of a convolutional neural network to identify infarct core using computed tomography perfusion parameters. Medical Imaging: Image Processing (2021)
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
Clot organization on histology is associated with radiomics features that predict treatment outcomes from mechanical thrombectomy. Medical Imaging: Digital Pathology (2021)
Palak Patel, Seyyed Mostafa Mousavi Janbeh Sarayi, Danyang Chen, Adam L. Hammond, Robert J. Damiano, Jason M. Davies, Jinhui Xu, Hui Meng
Fast virtual coiling algorithm for intracranial aneurysms using pre-shape path planning. Comput. Biol. Medicine 134 (2021)
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
Use of biplane quantitative angiographic imaging with ensemble neural networks to assess reperfusion status during mechanical thrombectomy. Medical Imaging: Computer-Aided Diagnosis (2021)
Kyle A. Williams, Mohammad Mahdi Shiraz Bhurwani, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita
Quantification of flow through intracranial arteriovenous malformations using Angiographic Parametric Imaging (API). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Alexander R. Podgorsak, Mohammad Mahdi Shiraz Bhurwani, Ryan A. Rava, Jason M. Davies, Ciprian N. Ionita
Optimization of DSA image data input to a machine learning aneurysm identifier. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
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
Co-registration of infarct core location with angiography during mechanical thrombectomy procedures for treatment progression monitoring. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
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
Predicting treatment outcome of intracranial aneurysms using angiographic parametric imaging and recurrent neural networks. Medical Imaging: Computer-Aided Diagnosis (2020)
Lauren M. Shepard, Adnan H. Siddiqui, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Ciprian N. Ionita
Initial assessment of neuro pressure gradients in carotid stenosis using 3D printed patient-specific phantoms. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
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
Feasibility study of deep neural networks to classify intracranial aneurysms using angiographic parametric imaging. Medical Imaging: Computer-Aided Diagnosis (2019)
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
Computer-assisted adjuncts for aneurysmal morphologic assessment: toward more precise and accurate approaches. Medical Imaging: Computer-Aided Diagnosis (2017)
Nikhil Paliwal, Robert J. Damiano, Jason M. Davies, Adnan H. Siddiqui, Hui Meng
Association between hemodynamic modifications and clinical outcome of intracranial aneurysms treated using flow diverters. Medical Imaging: Image-Guided Procedures (2017)
Ben J. Marafino, Jason M. Davies, Naomi S. Bardach, Mitzi L. Dean, R. Adams Dudley
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. 21 (5) (2014)