Andrew N. Primak

Prof. Dr. Andrew N. Primak

orcid

Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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4 November 2022 in Japanese Journal of Radiology
Verified
Journal Article
Closed access
PDF file
PKParisa Kaviani
Parisa Kaviani
APAndrew N. Primak
Andrew N. Primak
BBBernardo C. Bizzo
Bernardo C. Bizzo
SEShadi Ebrahimian
Shadi Ebrahimian
SSSanjay Saini
Sanjay Saini
MKMannudeep K. Kalra
Mannudeep K. Kalra

26 November 2020 in Abdominal Radiology
Verified
Journal Article
Closed access
PDF file
FHFatemeh Homayounieh
Fatemeh Homayounieh
RKRuhani Doda Khera
Ruhani Doda Khera
BBBernardo C. Bizzo
Bernardo C. Bizzo
SEShadi Ebrahimian
Shadi Ebrahimian
APAndrew N. Primak
Andrew N. Primak
MKMannudeep K. Kalra
Mannudeep K. Kalra

5 February 2021 in The International Journal of Cardiovascular Imaging
Verified
Journal Article
Closed access
PDF file
SEShadi Ebrahimian
Shadi Ebrahimian
SDSubba Rao Digumarthy
Subba Rao Digumarthy
FHFatemeh Homayounieh
Fatemeh Homayounieh
APAndrew N. Primak
Andrew N. Primak
FLFelix Lades
Felix Lades
MKMannudeep K. Kalra
Mannudeep K. Kalra

1 May 2022 in Diagnostic and Interventional Radiology
Verified
Journal Article
Closed access
SEShadi Ebrahimian
Shadi Ebrahimian
FHFatemeh Homayounieh
Fatemeh Homayounieh
RSRamandeep Singh
Ramandeep Singh
APAndrew N. Primak
Andrew N. Primak
MIMalvern Siemens Healthcare Usa Inc.
Malvern Siemens Healthcare Usa Inc.
JRJavier M. Romero
Javier M. Romero
The purpose of this study is to compare spectral segmentation, spectral radiomic, and single-energy radiomic features in the assessment of internal and common carotid artery (ICA/CCA) stenosis and prediction of surgical outcome. Our ethical committee–approved, Health Insurance Portability and Accountability Act (HIPAA)-compliant study included 85 patients (mean age, 73 ± 10 years; male : female, 56 : 29) who underwent contrast-enhanced, dual-source dual-energy CT angiography (DECTA) (Siemens Definition Flash) of the neck for assessing ICA/CCA stenosis. Patients with a prior surgical or interventional treatment of carotid stenosis were excluded. Two radiologists graded the severity of carotid stenosis on DECTA images as mild (70%) stenosis. Thin-section, low- and high-kV DICOM images from the arterial phase acquisition were processed with a dual-energy CT prototype (DTA, eXamine, Siemens Healthineers) to generate spectral segmentation and radiomic features over regions of interest along the entire length (volume) and separately at a single-section with maximum stenosis. Multiple logistic regressions and area under the receiver operating characteristic curve (AUC) were used for data analysis. Among 85 patients, 22 ICA/CCAs had normal luminal dimensions and 148 ICA/CCAs had luminal stenosis (mild stenosis: 51, moderate: 38, severe: 59). For differentiating non-severe and severe ICA/CCA stenosis, radiomic features (volume: AUC = 0.94, 95% CI 0.88-0.96; section: AUC = 0.92, 95% CI 0.86-0.93) were significantly better than spectral segmentation features (volume: AUC = 0.86, 95% CI 0.74-0.87; section: AUC = 0.68, 95% CI 0.66-0.78) (P < .001). Spectral radiomic features predicted revascularization procedure (AUC = 0.77) and the presence of ipsilateral intracranial ischemic changes (AUC = 0.76). Spectral segmentation and radiomic features from DECTA can differentiate patients with different luminal ICA/CCA stenosis grades.

1 April 2026 in Radiology
Verified
Journal Article
Closed access
PSPooyan Sahbaee
Pooyan Sahbaee
CDChelsea Dunning
Chelsea Dunning
APAndrew N. Primak
Andrew N. Primak
ESElisabeth Shanblatt
Elisabeth Shanblatt
KHKristina Hallam
Kristina Hallam
JRJuan Carlos Ramirez-Giraldo
Juan Carlos Ramirez-Giraldo
Insights from 458 peer-reviewed clinical publications indicate that photon-counting CT enhances diagnostic accuracy, reader confidence, and dose efficiency in cardiac, thoracic, neurovascular, abdominal, musculoskeletal, and pediatric imaging, with additional benefits for workflow and disease management.

29 August 2022 in Physica Medica
Verified
Journal Article
Closed access
SEShadi Ebrahimian
Shadi Ebrahimian
APAndrew N. Primak
Andrew N. Primak
ITIoannis Tsalafoutas
Ioannis Tsalafoutas
TMTheodore A. Marschall
Theodore A. Marschall
VGVesna Gershan
Vesna Gershan
SMShaunagh McDermott
Shaunagh McDermott