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. - Ben J. Marafino; Jason M. Davies; Naomi S. Bardach; Mitzi L. Dean; R. Adams Dudley (J. Am. Medical Informatics Assoc., 2014)

Computer-assisted adjuncts for aneurysmal morphologic assessment: toward more precise and accurate approaches. - 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-Aided Diagnosis, 2017)

Association between hemodynamic modifications and clinical outcome of intracranial aneurysms treated using flow diverters. - Nikhil Paliwal; Robert J. Damiano; Jason M. Davies; Adnan H. Siddiqui; Hui Meng (Image-Guided Procedures, 2017)

Initial assessment of neuro pressure gradients in carotid stenosis using 3D printed patient-specific phantoms. - Lauren M. Shepard; Adnan H. Siddiqui; Kenneth V. Snyder; Elad I. Levy; Jason M. Davies; Ciprian N. Ionita (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019)

Feasibility study of deep neural networks to classify intracranial aneurysms using angiographic parametric imaging. - 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 (Computer-Aided Diagnosis, 2019)

Co-registration of infarct core location with angiography during mechanical thrombectomy procedures for treatment progression monitoring. - 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 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

Optimization of DSA image data input to a machine learning aneurysm identifier. - Alexander R. Podgorsak; Mohammad Mahdi Shiraz Bhurwani; Ryan A. Rava; Jason M. Davies; Ciprian N. Ionita (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

Quantification of flow through intracranial arteriovenous malformations using Angiographic Parametric Imaging (API). - Kyle A. Williams; Mohammad Mahdi Shiraz Bhurwani; Kenneth V. Snyder; Elad I. Levy; Jason M. Davies; Adnan H. Siddiqui; Ciprian N. Ionita (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

Predicting treatment outcome of intracranial aneurysms using angiographic parametric imaging and recurrent neural networks. - 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 (Computer-Aided Diagnosis, 2020)

Use of biplane quantitative angiographic imaging with ensemble neural networks to assess reperfusion status during mechanical thrombectomy. - 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 (Computer-Aided Diagnosis, 2021)

Clot organization on histology is associated with radiomics features that predict treatment outcomes from mechanical thrombectomy. - Tatsat R. Patel; Mohammad Waqas; Sarah Fricano; Adam A. Dmytriw; John Tomaszewski 001; Elad I. Levy; Kenneth V. Snyder; Jason M. Davies; Adnan H. Siddiqui; Vincent M. Tutino (Digital Pathology, 2021)

Use of a convolutional neural network to identify infarct core using computed tomography perfusion parameters. - Ryan A. Rava; Alexander R. Podgorsak; Mohammad Waqas; Kenneth V. Snyder; Elad I. Levy; Jason M. Davies; Adnan H. Siddiqui; Ciprian N. Ionita (Image Processing, 2021)

Fast virtual coiling algorithm for intracranial aneurysms using pre-shape path planning. - Palak Patel; Seyyed Mostafa Mousavi Janbeh Sarayi; Danyang Chen; Adam L. Hammond; Robert J. Damiano; Jason M. Davies; Jinhui Xu 001; Hui Meng (Comput. Biol. Medicine, 2021)

Leveraging patient-specific simulated angiograms to characterize cerebral aneurysm hemodynamics using computational fluid dynamics. - V. Chivukula; R. White; Allison Shields; Jason M. Davies; Maxim Mokin; Daniel R. Bednarek; Stephen Rudin; Ciprian N. Ionita (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022)

Prognosis of ischemia recurrence in patients with moderate intracranial atherosclerotic disease using quantitative MRA measurements. - Jeff Joseph; Benjamin Weppner; Nandor K. Pinter; Mohammad Mahdi Shiraz Bhurwani; Andre Monteiro; Ammad A. Baig; Jason M. Davies; Adnan Siddique; Ciprian N. Ionita (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022)

Initial investigation of the use of angiographic parametric imaging for early prognosis of delayed cerebral ischemia in patients with subarachnoid hemorrhage. - Roman Price; Mohammad Mahdi Shiraz Bhurwani; Kelsey N. Sommer; Andre Monteiro; Ammad A. Baig; Jason M. Davies; Adnan H. Siddiqui; Ciprian N. Ionita (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022)

Initial investigation of predicting hematoma expansion for intracerebral hemorrhage using imaging biomarkers and machine learning. - 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 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022)

Quantitative angiography prognosis of intracranial aneurysm treatment failure using parametric imaging and distal vessel analysis. - Alexander G. Wisniewski; Mohammad Mahdi Shiraz Bhurwani; Kelsey N. Sommer; Andre Monteiro; Ammad A. Baig; Jason M. Davies; Adnan Siddiqui; Ciprian N. Ionita (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022)

Predicting hematoma expansion after spontaneous intracranial hemorrhage through a radiomics based model. - 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 (Computer-Aided Diagnosis, 2022)

Investigating angiographic injection parameters for cerebral aneurysm hemodynamic characterization using patient-specific simulated angiograms. - R. White; Allison Shields; Swetadri Vasan Setlur Nagesh; E. Smith; Jason M. Davies; Daniel R. Bednarek; Stephen Rudin; Ciprian N. Ionita; V. Chivukula (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2023)