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)

Use of a convolutional neural network for aneurysm identification in digital subtraction angiography. - Alexander R. Podgorsak; Mohammad Mahdi Bhurwani; Ryan A. Rava; Anusha Ramesh Chandra; 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)

Recovery of complete time density curves from incomplete angiographic data using recurrent neural networks. - Mohammad Mahdi Shiraz Bhurwani; Kelsey N. Sommer; 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)

Intra-operative optimal flow diverter selection for intracranial aneurysm treatment using angiographic parametric imaging: feasibility study. - Parmita Mondal; Michael H. Udin; Mohammad Mahdi Shiraz Bhurwani; Kyle A. Williams; Ciprian N. Ionita (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2023)