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Shadi Ebrahimian, M.D.

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Biography
2021
AUR Trainee Prize Award
2022
AUR Trainee Prize Award

Bibliographic
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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  1. Ebrahimian S, Digumarthy SR, Bizzo BC, Dreyer KJ, Kalra MK. Automatic segmentation and measurement of tracheal collapsibility in tracheomalacia. Clin Imaging. 2022 Dec 07; 95:47-51. PMID: 36610270.
    Citations:    Fields:    
  2. Kaviani P, Primak A, Bizzo B, Ebrahimian S, Saini S, Dreyer KJ, Kalra MK. Performance of threshold-based stone segmentation and radiomics for determining the composition of kidney stones from single-energy CT. Jpn J Radiol. 2022 Nov 04. PMID: 36331701.
    Citations:    Fields:    
  3. Ebrahimian S, Primak A, Tsalafoutas I, Marschall TA, Gershan V, Ferreira AO, Tate IN, Digumarthy SR, Kalra MK, McDermott S. Using barium as an internal radioprotective shield for pregnant patients undergoing CT pulmonary angiography: A retrospective study. Phys Med. 2022 Oct; 102:27-32. PMID: 36049319.
    Citations:    Fields:    Translation:Humans
  4. Kaviani P, Digumarthy SR, Bizzo BC, Reddy B, Tadepalli M, Putha P, Jagirdar A, Ebrahimian S, Kalra MK, Dreyer KJ. Performance of a Chest Radiography AI Algorithm for Detection of Missed or Mislabeled Findings: A Multicenter Study. Diagnostics (Basel). 2022 Aug 28; 12(9). PMID: 36140488.
    Citations: 1     
  5. Aly A, Ebrahimian S, Kharita MH, Heidous M, Ashruf MZ, Kumar D, Kalra MK, Al Naemi HM. Effect of technologist and patient attributes on centering for body CT examinations: Influence of cultural and ethnic factors. PLoS One. 2022; 17(8):e0273227. PMID: 35984837; PMCID: PMC9390905.
    Citations:    Fields:    Translation:Humans
  6. Ahn JS, Ebrahimian S, McDermott S, Lee S, Naccarato L, Di Capua JF, Wu MY, Zhang EW, Muse V, Miller B, Sabzalipour F, Bizzo BC, Dreyer KJ, Kaviani P, Digumarthy SR, Kalra MK. Association of Artificial Intelligence-Aided Chest Radiograph Interpretation With Reader Performance and Efficiency. JAMA Netw Open. 2022 08 01; 5(8):e2229289. PMID: 36044215.
    Citations: 1     Fields:    Translation:Humans
  7. Ebrahimian S, Homayounieh F, Singh R, Primak A, Kalra MK, Romero JM. Spectral segmentation and radiomic features predict carotid stenosis and ipsilateral ischemic burden from DECT angiography. Diagn Interv Radiol. 2022 May; 28(3):264-274. PMID: 35748211; PMCID: PMC9634936.
    Citations:    Fields:    Translation:Humans
  8. Bizzo BC, Ebrahimian S, Walters ME, Michalski MH, Andriole KP, Dreyer KJ, Kalra MK, Alkasab T, Digumarthy SR. Validation pipeline for machine learning algorithm assessment for multiple vendors. PLoS One. 2022; 17(4):e0267213. PMID: 35486572; PMCID: PMC9053776.
    Citations:    Fields:    Translation:Humans
  9. Ebrahimian S, Digumarthy SR, Homayounieh F, Bizzo BC, Dreyer KJ, Kalra MK. Predictive values of AI-based triage model in suboptimal CT pulmonary angiography. Clin Imaging. 2022 Jun; 86:25-30. PMID: 35316621.
    Citations:    Fields:    Translation:Humans
  10. Bernardo M, Homayounieh F, Cuter MCR, Bellegard LM, Oliveira Junior HM, Buril GO, de Melo Tapajós JS, Sales DM, de Moura Carvalho LC, Alves Pinto D, Varella R, Tapajós LL, Ebrahimian S, Vassileva J, Kalra MK, Khoury HJ. CHEST CT USAGE IN COVID-19 PNEUMONIA: MULTICENTER STUDY ON RADIATION DOSES AND DIAGNOSTIC QUALITY IN BRAZIL. Radiat Prot Dosimetry. 2021 Dec 30; 197(3-4):135-145. PMID: 34875692; PMCID: PMC8903326.
    Citations:    Fields:    Translation:HumansCells
  11. Ebrahimian S, Kalra MK, Agarwal S, Bizzo BC, Elkholy M, Wald C, Allen B, Dreyer KJ. FDA-regulated AI Algorithms: Trends, Strengths, and Gaps of Validation Studies. Acad Radiol. 2022 04; 29(4):559-566. PMID: 34969610.
    Citations: 5     Fields:    Translation:Humans
  12. Homayounieh F, Digumarthy S, Ebrahimian S, Rueckel J, Hoppe BF, Sabel BO, Conjeti S, Ridder K, Sistermanns M, Wang L, Preuhs A, Ghesu F, Mansoor A, Moghbel M, Botwin A, Singh R, Cartmell S, Patti J, Huemmer C, Fieselmann A, Joerger C, Mirshahzadeh N, Muse V, Kalra M. An Artificial Intelligence-Based Chest X-ray Model on Human Nodule Detection Accuracy From a Multicenter Study. JAMA Netw Open. 2021 12 01; 4(12):e2141096. PMID: 34964851; PMCID: PMC8717119.
    Citations: 1     Fields:    Translation:Humans
  13. Shabanikia N, Adibi A, Ebrahimian S. Diagnostic Accuracy of Magnetic Resonance Cholangiopancreatography to Detect Benign and Malignant Biliary Strictures. Adv Biomed Res. 2021; 10:38. PMID: 35071106; PMCID: PMC8744416.
    Citations:    
  14. Gupta RV, Kalra MK, Ebrahimian S, Kaviani P, Primak A, Bizzo B, Dreyer KJ. Complex Relationship Between Artificial Intelligence and CT Radiation Dose. Acad Radiol. 2021 Nov 23. PMID: 34836775.
    Citations:    Fields:    
  15. Ebrahimian S, Digumarthy SR, Bizzo B, Primak A, Zimmermann M, Tarbiah MM, Kalra MK, Dreyer KJ. Artificial Intelligence has Similar Performance to Subjective Assessment of Emphysema Severity on Chest CT. Acad Radiol. 2022 08; 29(8):1189-1195. PMID: 34657812.
    Citations:    Fields:    Translation:Humans
  16. Bernardo MO, Homayounieh F, Ebrahimian S, de Melo Tapajós JS, de Moura Carvalho LC, Varella R, Khoury HJ, Kalra MK. PRACTICAL CHALLENGES WITH IMAGING COVID-19 IN BRAZIL: MITIGATION IN AND BEYOND THE PANDEMIC. Radiat Prot Dosimetry. 2021 Sep 08; 195(2):92-98. PMID: 34386818.
    Citations:    Fields:    Translation:HumansCellsPHPublic Health
  17. Ebrahimian S, Singh R, Netaji A, Madhusudhan KS, Homayounieh F, Primak A, Lades F, Saini S, Kalra MK, Sharma S. Characterization of Benign and Malignant Pancreatic Lesions with DECT Quantitative Metrics and Radiomics. Acad Radiol. 2022 05; 29(5):705-713. PMID: 34412944.
    Citations:    Fields:    Translation:Humans
  18. Arru C, Ebrahimian S, Falaschi Z, Hansen JV, Pasche A, Lyhne MD, Zimmermann M, Durlak F, Mitschke M, Carriero A, Nielsen-Kudsk JE, Kalra MK, Saba L. Comparison of deep learning, radiomics and subjective assessment of chest CT findings in SARS-CoV-2 pneumonia. Clin Imaging. 2021 Dec; 80:58-66. PMID: 34246044; PMCID: PMC8247202.
    Citations: 2     Fields:    Translation:HumansCells
  19. Ebrahimian S, Oliveira Bernardo M, Alberto Moscatelli A, Tapajos J, Leitão Tapajós L, Jamil Khoury H, Babaei R, Karimi Mobin H, Mohseni I, Arru C, Carriero A, Falaschi Z, Pasche A, Saba L, Homayounieh F, Bizzo BC, Vassileva J, Kalra MK. Investigating centering, scan length, and arm position impact on radiation dose across 4 countries from 4 continents during pandemic: Mitigating key radioprotection issues. Phys Med. 2021 Apr; 84:125-131. PMID: 33894582.
    Citations:    Fields:    Translation:HumansCellsPHPublic Health
  20. Kalra MK, Ebrahimian S. Quantitative Chest CT in COPD: Can Deep Learning Enable the Transition? Radiol Cardiothorac Imaging. 2021 Apr; 3(2):e210044. PMID: 33970150; PMCID: PMC8098084.
    Citations: 2     
  21. Homayounieh F, Bezerra Cavalcanti Rockenbach MA, Ebrahimian S, Doda Khera R, Bizzo BC, Buch V, Babaei R, Karimi Mobin H, Mohseni I, Mitschke M, Zimmermann M, Durlak F, Rauch F, Digumarthy SR, Kalra MK. Multicenter Assessment of CT Pneumonia Analysis Prototype for Predicting Disease Severity and Patient Outcome. J Digit Imaging. 2021 Apr; 34(2):320-329. PMID: 33634416.
    Citations: 5     Fields:    Translation:HumansCells
  22. Gong K, Wu D, Arru CD, Homayounieh F, Neumark N, Guan J, Buch V, Kim K, Bizzo BC, Ren H, Tak WY, Park SY, Lee YR, Kang MK, Park JG, Carriero A, Saba L, Masjedi M, Talari H, Babaei R, Mobin HK, Ebrahimian S, Guo N, Digumarthy SR, Dayan I, Kalra MK, Li Q. A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records. Eur J Radiol. 2021 Jun; 139:109583. PMID: 33846041; PMCID: PMC7863774.
    Citations: 9     Fields:    Translation:HumansCells
  23. Ebrahimian S, Digumarthy SR, Homayounieh F, Primak A, Lades F, Hedgire S, Kalra MK. Use of radiomics to differentiate left atrial appendage thrombi and mixing artifacts on single-phase CT angiography. Int J Cardiovasc Imaging. 2021 Jun; 37(6):2071-2078. PMID: 33544242; PMCID: PMC7863854.
    Citations:    Fields:    Translation:Humans
  24. Ebrahimian S, Homayounieh F, Rockenbach MABC, Putha P, Raj T, Dayan I, Bizzo BC, Buch V, Wu D, Kim K, Li Q, Digumarthy SR, Kalra MK. Artificial intelligence matches subjective severity assessment of pneumonia for prediction of patient outcome and need for mechanical ventilation: a cohort study. Sci Rep. 2021 01 13; 11(1):858. PMID: 33441578.
    Citations: 8     Fields:    Translation:Humans
  25. Wu D, Gong K, Arru CD, Homayounieh F, Bizzo B, Buch V, Ren H, Kim K, Neumark N, Xu P, Liu Z, Fang W, Xie N, Tak WY, Park SY, Lee YR, Kang MK, Park JG, Carriero A, Saba L, Masjedi M, Talari H, Babaei R, Mobin HK, Ebrahimian S, Dayan I, Kalra MK, Li Q. Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels. IEEE J Biomed Health Inform. 2020 12; 24(12):3529-3538. PMID: 33044938.
    Citations: 8     Fields:    Translation:HumansCells
  26. Homayounieh F, Doda Khera R, Bizzo BC, Ebrahimian S, Primak A, Schmidt B, Saini S, Kalra MK. Prediction of burden and management of renal calculi from whole kidney radiomics: a multicenter study. Abdom Radiol (NY). 2021 05; 46(5):2097-2106. PMID: 33242099; PMCID: PMC7690335.
    Citations:    Fields:    Translation:Humans
  27. Hajiahmadi S, Shayganfar A, Askari M, Ebrahimian S. Interobserver and intraobserver variability in magnetic resonance imaging evaluation of patients with suspected disc herniation. Heliyon. 2020 Nov; 6(11):e05201. PMID: 33204866; PMCID: PMC7649260.
    Citations: 1     
  28. Shayganfar A, Farrokhi M, Shayganfar S, Ebrahimian S. Associations between bone mineral density, trabecular bone score, and body mass index in postmenopausal females. Osteoporos Sarcopenia. 2020 Sep; 6(3):111-114. PMID: 33102803; PMCID: PMC7573495.
    Citations: 3     
  29. Shayganfar A, Ebrahimian S, Mahzouni P, Shirani F, Aalinezhad M. A review of glioblastoma tumors with primitive neuronal component and a case report of a patient with this uncommon tumor at a rare location. Clin Case Rep. 2020 Dec; 8(12):2600-2604. PMID: 33363787.
    Citations: 1     
  30. Homayounieh F, Ebrahimian S, Babaei R, Mobin HK, Zhang E, Bizzo BC, Mohseni I, Digumarthy SR, Kalra MK. CT Radiomics, Radiologists, and Clinical Information in Predicting Outcome of Patients with COVID-19 Pneumonia. Radiol Cardiothorac Imaging. 2020 Aug; 2(4):e200322. PMID: 33778612; PMCID: PMC7380121.
    Citations: 19     
  31. Etemadifar M, Sabeti F, Ebrahimian S, Momeni F. Dorsal midbrain involvement in MRI as a core clinical manifestation for NMOSD diagnosis. Mult Scler Relat Disord. 2020 Aug; 43:102150. PMID: 32416559.
    Citations: 1     Fields:    Translation:Humans
  32. Shayganfar A, Hajiahmadi S, Astaraki M, Ebrahimian S. The assessment of acute pulmonary embolism severity using CT angiography features. Int J Emerg Med. 2020 Apr 03; 13(1):15. PMID: 32245363; PMCID: PMC7118936.
    Citations: 3     
  33. Shayganfar A, Moradi M, Moshiri R, Khosravi A, Ebrahimian S. Is High Preprocedural Renal Resistive Index Sensitive Enough to Predict Iodine Contrast-Induced Nephropathy in Patients Receiving Intra-Arterial Iodinate Contrast? Curr Probl Diagn Radiol. 2021 May-Jun; 50(3):328-331. PMID: 32088025.
    Citations:    Fields:    Translation:Humans
  34. Shayganfar A, Ebrahimian S, Masjedi M, Daryaei S. A study on bone mass density using dual energy X-ray absorptiometry: Does high body mass index have protective effect on bone density in obese patients? J Res Med Sci. 2020; 25:4. PMID: 32055244; PMCID: PMC7003545.
    Citations: 3     
  35. Kamali L, Adibi A, Ebrahimian S, Jafari F, Sharifi M. Diagnostic Performance of Ultrasonography in Detecting Fatty Liver Disease in Comparison with Fibroscan in People Suspected of Fatty Liver. Adv Biomed Res. 2019; 8:69. PMID: 31897407; PMCID: PMC6909544.
    Citations: 4     
  36. Shayganfar A, Hashemi P, Esfahani MM, Ghanei AM, Moghadam NA, Ebrahimian S. Prediction of thyroid nodule malignancy using thyroid imaging reporting and data system (TIRADS) and nodule size. Clin Imaging. 2020 Apr; 60(2):222-227. PMID: 31927498.
    Citations: 4     Fields:    Translation:Humans
  37. Akrami M, Ebrahimian S, Safaei A, Tabrizi Z, Ebrahimian S. A case report of a mammary myofibroblastoma in a male and literature review of radiologic and pathologic features of breast myofibroblastoma. Clin Case Rep. 2019 Oct; 7(10):1968-1971. PMID: 31624619; PMCID: PMC6787849.
    Citations:    
  38. Kamali L, Moradi M, Ebrahimian S, Masjedi Esfahani M, Jafarpishe MS. Patent ductus venosus in an infant with direct hyperbilirubinemia. Clin Case Rep. 2019 Jul; 7(7):1430-1434. PMID: 31360505; PMCID: PMC6637328.
    Citations:    
  39. Ebrahimian S, Ebrahimian S, Nadri S. Intraluminal bezoar caused obstruction and pancreatitis: A case report. Clin Case Rep. 2019 May; 7(5):1040-1042. PMID: 31110741; PMCID: PMC6510005.
    Citations: 2     
  40. Shayganfar A, Khodayi M, Ebrahimian S, Tabrizi Z. Quantitative diagnosis of osteoporosis using lumbar spine signal intensity in magnetic resonance imaging. Br J Radiol. 2019 May; 92(1097):20180774. PMID: 30759992; PMCID: PMC6580909.
    Citations: 5     Fields:    Translation:Humans
  41. Nematbakhsh M, Ebrahimian S, Tooyserkani M, Eshraghi-Jazi F, Talebi A, Ashrafi F. Gender difference in Cisplatin-induced nephrotoxicity in a rat model: greater intensity of damage in male than female. Nephrourol Mon. 2013 Jul 01; 5(3):818-21. PMID: 24282792.
    Citations: 36     
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.