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)

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)

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)

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)

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)