Fabien Scalzo

Title(s)Associate Adjunct Professor, Medicine
SchoolMedicine
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    1. Antiseizure Medications in Poststroke Seizures: A Systematic Review and Network Meta-Analysis. Neurology. 2025 Feb 11; 104(3):e210231. Misra S, Wang S, Quinn TJ, Dawson J, Zelano J, Tanaka T, Grotta JC, Khan E, Beriwal N, Funaro MC, Perla S, Dev P, Larsson D, Hussain T, Liebeskind DS, Yasuda CL, Altalib HH, Zaveri HP, Elshahat A, Hitawala G, Wang EY, Kitagawa R, Pathak A, Scalzo F, Ihara M, Sunnerhagen KS, Walters MR, Zhao Y, Jette N, Kasner SE, Kwan P, Mishra NK. PMID: 39808752.
      View in: PubMed   Mentions:    Fields:    
    2. Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge. IEEE Trans Med Imaging. 2024 08; 43(8):2839-2853. Sogancioglu E, Ginneken BV, Behrendt F, Bengs M, Schlaefer A, Radu M, Xu D, Sheng K, Scalzo F, Marcus E, Papa S, Teuwen J, Scholten ET, Schalekamp S, Hendrix N, Jacobs C, Hendrix W, Sanchez CI, Murphy K. PMID: 38530714.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    3. Prediction of visual field progression with serial optic disc photographs using deep learning. Br J Ophthalmol. 2024 Jul 23; 108(8):1107-1113. Mohammadzadeh V, Wu S, Davis T, Vepa A, Morales E, Besharati S, Edalati K, Martinyan J, Rafiee M, Martynian A, Scalzo F, Caprioli J, Nouri-Mahdavi K. PMID: 37833037; PMCID: PMC11014894.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    4. Peak detection in intracranial pressure signal waveforms: a comparative study. Biomed Eng Online. 2024 Jun 24; 23(1):61. Wei M, Krakauskaite S, Subramanian S, Scalzo F. PMID: 38915091; PMCID: PMC11194974.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    5. AtPCa-Net: anatomical-aware prostate cancer detection network on multi-parametric MRI. Sci Rep. 2024 03 08; 14(1):5740. Zheng H, Hung ALY, Miao Q, Song W, Scalzo F, Raman SS, Zhao K, Sung K. PMID: 38459100; PMCID: PMC10923873.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    6. Prediction of Visual Field Progression with Baseline and Longitudinal Structural Measurements Using Deep Learning. Am J Ophthalmol. 2024 06; 262:141-152. Mohammadzadeh V, Wu S, Besharati S, Davis T, Vepa A, Morales E, Edalati K, Rafiee M, Martinyan A, Zhang D, Scalzo F, Caprioli J, Nouri-Mahdavi K. PMID: 38354971; PMCID: PMC11226195.
      View in: PubMed   Mentions: 2     Fields:    Translation:HumansCells
    7. Clinical characteristics and outcomes of patients with post-stroke epilepsy: protocol for an individual patient data meta-analysis from the International Post-stroke Epilepsy Research Repository (IPSERR). BMJ Open. 2023 11 15; 13(11):e078684. Mishra NK, Kwan P, Tanaka T, Sunnerhagen KS, Dawson J, Zhao Y, Misra S, Wang S, Sharma VK, Mazumder R, Funaro MC, Ihara M, Nicolo JP, Liebeskind DS, Yasuda CL, Cendes F, Quinn TJ, Ge Z, Scalzo F, Zelano J, Kasner SE, International Post-Stroke Epilepsy Research Consortium (IPSERC), International Post Stroke Epilepsy Research Consortium (IPSERC). PMID: 37968000; PMCID: PMC10660442.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    8. Prediction of Central Visual Field Measures From Macular OCT Volume Scans With Deep Learning. Transl Vis Sci Technol. 2023 11 01; 12(11):5. Mohammadzadeh V, Vepa A, Li C, Wu S, Chew L, Mahmoudinezhad G, Maltz E, Sahin S, Mylavarapu A, Edalati K, Martinyan J, Yalzadeh D, Scalzo F, Caprioli J, Nouri-Mahdavi K. PMID: 37917086; PMCID: PMC10627306.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    9. Mask R-CNN assisted 2.5D object detection pipeline of 68Ga-PSMA-11 PET/CT-positive metastatic pelvic lymph node after radical prostatectomy from solely CT imaging. Sci Rep. 2023 01 30; 13(1):1696. Xu D, Ma M, Cao M, Kishan AU, Nickols NG, Scalzo F, Sheng K. PMID: 36717727; PMCID: PMC9886937.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    10. Determining and Validating Population Differences in Magnetic Resonance Angiography Using Sparse Representation. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2022 Dec; 2022:3101-3108. Mendoza S, Scalzo F, Chien A. PMID: 37179739; PMCID: PMC10170968.
      View in: PubMed   Mentions:
    11. Predicting Hypoperfusion Lesion and Target Mismatch in Stroke from Diffusion-weighted MRI Using Deep Learning. Radiology. 2023 04; 307(1):e220882. Yu Y, Christensen S, Ouyang J, Scalzo F, Liebeskind DS, Lansberg MG, Albers GW, Zaharchuk G. PMID: 36472536; PMCID: PMC10068889.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    12. Machine learning approach for obstructive sleep apnea screening using brain diffusion tensor imaging. J Sleep Res. 2023 02; 32(1):e13729. Pang B, Doshi S, Roy B, Lai M, Ehlert L, Aysola RS, Kang DW, Anderson A, Joshi SH, Tward D, Scalzo F, Vacas S, Kumar R. PMID: 36223645; PMCID: PMC9851969.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    13. Fully automated segmentation of prostatic urethra for MR-guided radiation therapy. Med Phys. 2023 Jan; 50(1):354-364. Xu D, Ma TM, Savjani R, Pham J, Cao M, Yang Y, Kishan AU, Scalzo F, Sheng K. PMID: 36106703.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    14. A mobile battery-powered brain perfusion ultrasound (BPU) device designed for prehospital stroke diagnosis: correlation to perfusion MRI in healthy volunteers. Neurol Res Pract. 2022 Apr 11; 4(1):13. Kilic M, Scalzo F, Lyle C, Baldaranov D, Dirnbacher M, Honda T, Liebeskind DS, Schlachetzki F. PMID: 35399083; PMCID: PMC8996400.
      View in: PubMed   Mentions: 3  
    15. Quantification of infarct core signal using CT imaging in acute ischemic stroke. Neuroimage Clin. 2022; 34:102998. Estrada UML, Meeks G, Salazar-Marioni S, Scalzo F, Farooqui M, Vivanco-Suarez J, Gutierrez SO, Sheth SA, Giancardo L. PMID: 35378498; PMCID: PMC8980621.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    16. Multiparametric MRI-based radiomics model to predict pelvic lymph node invasion for patients with prostate cancer. Eur Radiol. 2022 Aug; 32(8):5688-5699. Zheng H, Miao Q, Liu Y, Mirak SA, Hosseiny M, Scalzo F, Raman SS, Sung K. PMID: 35238971; PMCID: PMC9283224.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    17. Editorial: Machine Learning in Neuroimaging. Front Neurol. 2021; 12:778765. Federau C, Scalzo F, Lee-Messer CW, Zaharchuk G. PMID: 34975734; PMCID: PMC8719462.
      View in: PubMed   Mentions:
    18. Heterogeneity between proximal and distal aspects of occlusive thrombi on pretreatment imaging in acute ischemic stroke. Neuroradiol J. 2022 Jun; 35(3):378-387. Hashimoto T, Kunieda T, Honda T, Scalzo F, Sharma LK, Hinman JD, Rao NM, Nour M, Bahr-Hosseini M, Saver JL, Raychev R, Liebeskind DS. PMID: 34609921; PMCID: PMC9244745.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    19. Integrative Machine Learning Prediction of Prostate Biopsy Results From Negative Multiparametric MRI. J Magn Reson Imaging. 2022 01; 55(1):100-110. Zheng H, Miao Q, Liu Y, Raman SS, Scalzo F, Sung K. PMID: 34160114; PMCID: PMC8678175.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    20. INTEGRATIVE RADIOMICS MODELS TO PREDICT BIOPSY RESULTS FOR NEGATIVE PROSTATE MRI. Proc IEEE Int Symp Biomed Imaging. 2021 Apr; 2021:877-881. Zheng H, Miao Q, Raman SS, Scalzo F, Sung K. PMID: 35082974; PMCID: PMC8786598.
      View in: PubMed   Mentions: 1  
    21. Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain CT Images. IEEE J Biomed Health Inform. 2021 05; 25(5):1646-1659. Li L, Wei M, Liu B, Atchaneeyasakul K, Zhou F, Pan Z, Kumar SA, Zhang JY, Pu Y, Liebeskind DS, Scalzo F. PMID: 33001810.
      View in: PubMed   Mentions: 26     Fields:    Translation:Humans
    22. Intracranial atherosclerotic disease mechanistic subtypes drive hypoperfusion patterns. J Neuroimaging. 2021 07; 31(4):686-690. Kim SJ, Morales JM, Yaghi S, Honda T, Scalzo F, Hinman JD, Raychev R, Sharma LK, Feldmann E, Romano JG, Prabhakaran S, Liebeskind DS. PMID: 33930227.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    23. Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time. Comput Med Imaging Graph. 2021 06; 90:101926. Zhang H, Polson JS, Nael K, Salamon N, Yoo B, El-Saden S, Scalzo F, Speier W, Arnold CW. PMID: 33934065.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    24. Performance of Deep Learning and Genitourinary Radiologists in Detection of Prostate Cancer Using 3-T Multiparametric Magnetic Resonance Imaging. J Magn Reson Imaging. 2021 08; 54(2):474-483. Cao R, Zhong X, Afshari S, Felker E, Suvannarerg V, Tubtawee T, Vangala S, Scalzo F, Raman S, Sung K. PMID: 33709532; PMCID: PMC8812258.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    25. Using artificial intelligence for improving stroke diagnosis in emergency departments: a practical framework. Ther Adv Neurol Disord. 2020; 13:1756286420938962. Abedi V, Khan A, Chaudhary D, Misra D, Avula V, Mathrawala D, Kraus C, Marshall KA, Chaudhary N, Li X, Schirmer CM, Scalzo F, Li J, Zand R. PMID: 32922515; PMCID: PMC7453441.
      View in: PubMed   Mentions: 16  
    26. Editorial: Machine Learning and Decision Support in Stroke. Front Neurol. 2020; 11:486. Liebeskind DS, Scalzo F. PMID: 32547484; PMCID: PMC7272666.
      View in: PubMed   Mentions: 2  
    27. Toward automated classification of pathological transcranial Doppler waveform morphology via spectral clustering. PLoS One. 2020; 15(2):e0228642. Thorpe SG, Thibeault CM, Canac N, Jalaleddini K, Dorn A, Wilk SJ, Devlin T, Scalzo F, Hamilton RB. PMID: 32027714; PMCID: PMC7004309.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    28. Deep Learning Detection of Penumbral Tissue on Arterial Spin Labeling in Stroke. Stroke. 2020 02; 51(2):489-497. Wang K, Shou Q, Ma SJ, Liebeskind D, Qiao XJ, Saver J, Salamon N, Kim H, Yu Y, Xie Y, Zaharchuk G, Scalzo F, Wang DJJ. PMID: 31884904; PMCID: PMC7224203.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    29. Algorithm for Reliable Detection of Pulse Onsets in Cerebral Blood Flow Velocity Signals. Front Neurol. 2019; 10:1072. Canac N, Ranjbaran M, O'Brien MJ, Asgari S, Scalzo F, Thorpe SG, Jalaleddini K, Thibeault CM, Wilk SJ, Hamilton RB. PMID: 31681147; PMCID: PMC6798080.
      View in: PubMed   Mentions: 4  
    30. Prognostic value of subclinical thyroid dysfunction in ischemic stroke patients treated with intravenous thrombolysis. Aging (Albany NY). 2019 09 03; 11(17):6839-6850. Zhang X, Gong P, Sheng L, Lin Y, Fan Q, Zhang Y, Bao Y, Li S, Du H, Chen Z, Ding C, Wang H, Xu P, Zhang M, Scalzo F, Liebeskind DS, Xie Y, Liu D. PMID: 31479421; PMCID: PMC6756908.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    31. Identification of Pulse Onset on Cerebral Blood Flow Velocity Waveforms: A Comparative Study. Biomed Res Int. 2019; 2019:3252178. Asgari S, Canac N, Hamilton R, Scalzo F. PMID: 31355255; PMCID: PMC6634067.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    32. Objective Assessment of Beat Quality in Transcranial Doppler Measurement of Blood Flow Velocity in Cerebral Arteries. IEEE Trans Biomed Eng. 2020 03; 67(3):883-892. Jalaleddini K, Canac N, Thorpe SG, O'Brien MJ, Ranjbaran M, Delay B, Dorn AY, Scalzo F, Thibeault CM, Wilk SJ, Hamilton RB. PMID: 31217091.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    33. Pattern Recognition in Medical Decision Support. Biomed Res Int. 2019; 2019:6048748. Asgari S, Scalzo F, Kasprowicz M. PMID: 31312659; PMCID: PMC6595383.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    34. Deep transfer learning-based prostate cancer classification using 3 Tesla multi-parametric MRI. Abdom Radiol (NY). 2019 06; 44(6):2030-2039. Zhong X, Cao R, Shakeri S, Scalzo F, Lee Y, Enzmann DR, Wu HH, Raman SS, Sung K. PMID: 30460529.
      View in: PubMed   Mentions: 30     Fields:    Translation:Humans
    35. Deep learning and radiomics: the utility of Google TensorFlow™ Inception in classifying clear cell renal cell carcinoma and oncocytoma on multiphasic CT. Abdom Radiol (NY). 2019 06; 44(6):2009-2020. Coy H, Hsieh K, Wu W, Nagarajan MB, Young JR, Douek ML, Brown MS, Scalzo F, Raman SS. PMID: 30778739.
      View in: PubMed   Mentions: 33     Fields:    Translation:Humans
    36. Predicting ischemic stroke tissue fate using a deep convolutional neural network on source magnetic resonance perfusion images. J Med Imaging (Bellingham). 2019 Apr; 6(2):026001. Ho KC, Scalzo F, Sarma KV, Speier W, El-Saden S, Arnold C. PMID: 31131293; PMCID: PMC6529818.
      View in: PubMed   Mentions: 8  
    37. Predictive analytics and machine learning in stroke and neurovascular medicine. Neurol Res. 2019 Aug; 41(8):681-690. Saber H, Somai M, Rajah GB, Scalzo F, Liebeskind DS. PMID: 31038007.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    38. Hemodynamics and stroke risk in intracranial atherosclerotic disease. Ann Neurol. 2019 05; 85(5):752-764. Leng X, Lan L, Ip HL, Abrigo J, Scalzo F, Liu H, Feng X, Chan KL, Fan FSY, Ma SH, Fang H, Xu Y, Li J, Zhang B, Xu Y, Soo YOY, Mok VCT, Yu SCH, Liebeskind DS, Wong KS, Leung TW. PMID: 30840312.
      View in: PubMed   Mentions: 45     Fields:    Translation:Humans
    39. A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging. IEEE Trans Med Imaging. 2019 07; 38(7):1666-1676. Ho KC, Speier W, Zhang H, Scalzo F, El-Saden S, Arnold CW. PMID: 30802855; PMCID: PMC6661120.
      View in: PubMed   Mentions: 24     Fields:    Translation:Humans
    40. Opposing CSF hydrodynamic trends found in the cerebral aqueduct and prepontine cistern following shunt treatment in patients with normal pressure hydrocephalus. Fluids Barriers CNS. 2019 Jan 22; 16(1):2. Hamilton RB, Scalzo F, Baldwin K, Dorn A, Vespa P, Hu X, Bergsneider M. PMID: 30665428; PMCID: PMC6341759.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    41. miR-27a-3p protects against blood-brain barrier disruption and brain injury after intracerebral hemorrhage by targeting endothelial aquaporin-11. J Biol Chem. 2018 12 28; 293(52):20041-20050. Xi T, Jin F, Zhu Y, Wang J, Tang L, Wang Y, Liebeskind DS, Scalzo F, He Z. PMID: 30337368; PMCID: PMC6311503.
      View in: PubMed   Mentions: 57     Fields:    Translation:HumansAnimalsCells
    42. Association of anemia and hemoglobin decrease during acute stroke treatment with infarct growth and clinical outcome. PLoS One. 2018; 13(9):e0203535. Bellwald S, Balasubramaniam R, Nagler M, Burri MS, Fischer SDA, Hakim A, Dobrocky T, Yu Y, Scalzo F, Heldner MR, Wiest R, Mono ML, Sarikya H, El-Koussy M, Mordasini P, Fischer U, Schroth G, Gralla J, Mattle HP, Arnold M, Liebeskind D, Jung S. PMID: 30256814; PMCID: PMC6157859.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    43. A Machine Learning Approach to Perfusion Imaging With Dynamic Susceptibility Contrast MR. Front Neurol. 2018; 9:717. McKinley R, Hung F, Wiest R, Liebeskind DS, Scalzo F. PMID: 30233482; PMCID: PMC6131486.
      View in: PubMed   Mentions: 12  
    44. Validation of collateral scoring on flat-detector multiphase CT angiography in patients with acute ischemic stroke. PLoS One. 2018; 13(8):e0202592. Maier IL, Scalzo F, Leyhe JR, Schregel K, Behme D, Tsogkas I, Psychogios MN, Liebeskind DS. PMID: 30142167; PMCID: PMC6108461.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    45. A Cross-Sectional Study on Cerebral Hemodynamics After Mild Traumatic Brain Injury in a Pediatric Population. Front Neurol. 2018; 9:200. Thibeault CM, Thorpe S, O'Brien MJ, Canac N, Ranjbaran M, Patanam I, Sarraf A, LeVangie J, Scalzo F, Wilk SJ, Diaz-Arrastia R, Hamilton RB. PMID: 29674994; PMCID: PMC5895751.
      View in: PubMed   Mentions: 10  
    46. Quantitative measures of EEG for prediction of outcome in cardiac arrest subjects treated with hypothermia: a literature review. J Clin Monit Comput. 2018 Dec; 32(6):977-992. Asgari S, Moshirvaziri H, Scalzo F, Ramezan-Arab N. PMID: 29480385.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    47. Performance Comparison of Knowledge-Based Dose Prediction Techniques Based on Limited Patient Data. Technol Cancer Res Treat. 2018 01 01; 17:1533033818811150. Landers A, Neph R, Scalzo F, Ruan D, Sheng K. PMID: 30411666; PMCID: PMC6240972.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    48. Normative Ranges of Transcranial Doppler Metrics. Acta Neurochir Suppl. 2018; 126:269-273. Krakauskaite S, Thibeault C, LaVangie J, Scheidt M, Martinez L, Seth-Hunter D, Wu A, O'Brien M, Scalzo F, Wilk SJ, Hamilton RB. PMID: 29492573.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    49. Prediction of Hemorrhagic Transformation Severity in Acute Stroke From Source Perfusion MRI. IEEE Trans Biomed Eng. 2018 09; 65(9):2058-2065. Yu Y, Guo D, Lou M, Liebeskind D, Scalzo F. PMID: 29989941.
      View in: PubMed   Mentions: 30     Fields:    Translation:Humans
    50. Detection of Intracranial Hypertension using Deep Learning. Proc IAPR Int Conf Pattern Recogn. 2016 Dec; 2016:2491-2496. Quachtran B, Hamilton R, Scalzo F. PMID: 28936494; PMCID: PMC5604755.
      View in: PubMed   Mentions: 7  
    51. ASPECTS-based reperfusion status on arterial spin labeling is associated with clinical outcome in acute ischemic stroke patients. J Cereb Blood Flow Metab. 2018 03; 38(3):382-392. Yu S, Ma SJ, Liebeskind DS, Yu D, Li N, Qiao XJ, Shao X, Yan L, Yoo B, Scalzo F, Hinman JD, Sharma LK, Rao N, Jahan R, Tateshima S, Duckwiler GR, Saver JL, Salamon N, Wang DJ. PMID: 28266894; PMCID: PMC5851135.
      View in: PubMed   Mentions: 19     Fields:    Translation:Humans
    52. Multi-delay ASL can identify leptomeningeal collateral perfusion in endovascular therapy of ischemic stroke. Oncotarget. 2017 Jan 10; 8(2):2437-2443. Lou X, Yu S, Scalzo F, Starkman S, Ali LK, Kim D, Rao NM, Hinman JD, Vespa PM, Jahan R, Tateshima S, Gonzalez NR, Duckwiler GR, Saver JL, Yoo B, Salamon N, Lyu J, Ma L, Wang DJ, Liebeskind DS. PMID: 27974692; PMCID: PMC5356813.
      View in: PubMed   Mentions: 22     Fields:    Translation:Humans
    53. Similarity Metric Learning for 2D to 3D Registration of Brain Vasculature. Adv Vis Comput. 2016 Dec; 10072:3-12. Tang A, Scalzo F. PMID: 30656290; PMCID: PMC6333089.
      View in: PubMed   Mentions: 2  
    54. Fluid-Attenuated Inversion Recovery Vascular Hyperintensity Topography, Novel Imaging Marker for Revascularization in Middle Cerebral Artery Occlusion. Stroke. 2016 11; 47(11):2763-2769. Liu D, Scalzo F, Rao NM, Hinman JD, Kim D, Ali LK, Saver JL, Sun W, Dai Q, Liu X, Liebeskind DS. PMID: 27659851; PMCID: PMC5079823.
      View in: PubMed   Mentions: 26     Fields:    Translation:Humans
    55. Perfusion Angiography in Acute Ischemic Stroke. Comput Math Methods Med. 2016; 2016:2478324. Scalzo F, Liebeskind DS. PMID: 27446232; PMCID: PMC4947508.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    56. Noise reduction in intracranial pressure signal using causal shape manifolds. Biomed Signal Process Control. 2016 Jul; 28:19-26. Rajagopal A, Hamilton RB, Scalzo F. PMID: 28936230; PMCID: PMC5604468.
      View in: PubMed   Mentions:
    57. Multimodal CT techniques for cerebrovascular and hemodynamic evaluation of ischemic stroke: occlusion, collaterals, and perfusion. Expert Rev Neurother. 2016 05; 16(5):515-25. Jia B, Scalzo F, Agbayani E, Woolf GW, Liu L, Miao Z, Liebeskind DS. PMID: 26967556.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    58. Detection of Hyperperfusion on Arterial Spin Labeling using Deep Learning. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2015 Nov; 2015:1322-1327. Vincent N, Stier N, Yu S, Liebeskind DS, Wang DJ, Scalzo F. PMID: 28936367; PMCID: PMC5604473.
      View in: PubMed   Mentions: 2  
    59. Deep Learning of Tissue Fate Features in Acute Ischemic Stroke. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2015 Nov; 2015:1316-1321. Stier N, Vincent N, Liebeskind D, Scalzo F. PMID: 28919983; PMCID: PMC5597003.
      View in: PubMed   Mentions: 20  
    60. Early Magnetic Resonance Imaging Predicts Early Neurological Deterioration in Acute Middle Cerebral Artery Minor Stroke. J Stroke Cerebrovasc Dis. 2016 Feb; 25(2):469-74. Liu D, Sun W, Scalzo F, Xiong Y, Zhang X, Qiu Z, Zhu W, Ma M, Liu W, Xu G, Lu G, Liebeskind DS, Liu X. PMID: 26654665.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    61. Hemodynamic Impact of Systolic Blood Pressure and Hematocrit Calculated by Computational Fluid Dynamics in Patients with Intracranial Atherosclerosis. J Neuroimaging. 2016 05; 26(3):331-8. Nam HS, Scalzo F, Leng X, Ip HL, Lee HS, Fan F, Chen X, Soo Y, Miao Z, Liu L, Feldmann E, Leung T, Wong KS, Liebeskind DS. PMID: 26598796.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    62. DWI Lesion Patterns Predict Outcome in Stroke Patients with Thrombolysis. Cerebrovasc Dis. 2015; 40(5-6):279-285. Liu D, Scalzo F, Starkman S, Rao NM, Hinman JD, Kim D, Ali LK, Saver JL, Noorian AR, Ng K, Liang C, Sheth SA, Yoo B, Liu X, Liebeskind DS, UCLA-Jinling Neurovascular Imaging Research Collaborators. PMID: 26513397; PMCID: PMC4955553.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    63. Postischemic hyperperfusion on arterial spin labeled perfusion MRI is linked to hemorrhagic transformation in stroke. J Cereb Blood Flow Metab. 2015 Mar 31; 35(4):630-7. Yu S, Liebeskind DS, Dua S, Wilhalme H, Elashoff D, Qiao XJ, Alger JR, Sanossian N, Starkman S, Ali LK, Scalzo F, Lou X, Yoo B, Saver JL, Salamon N, Wang DJ, UCLA Stroke Investigators. PMID: 25564233; PMCID: PMC4420881.
      View in: PubMed   Mentions: 43     Fields:    Translation:Humans
    64. Data science of stroke imaging and enlightenment of the penumbra. Front Neurol. 2015; 6:8. Scalzo F, Nour M, Liebeskind DS. PMID: 25798125; PMCID: PMC4350425.
      View in: PubMed   Mentions: 8  
    65. Ensemble of sparse classifiers for high-dimensional biological data. Int J Data Min Bioinform. 2015; 12(2):167-83. Kim S, Scalzo F, Telesca D, Hu X. PMID: 26510301.
      View in: PubMed   Mentions: 1     Fields:    Translation:HumansAnimals
    66. Computational fluid dynamics modeling of symptomatic intracranial atherosclerosis may predict risk of stroke recurrence. PLoS One. 2014; 9(5):e97531. Leng X, Scalzo F, Ip HL, Johnson M, Fong AK, Fan FS, Chen X, Soo YO, Miao Z, Liu L, Feldmann E, Leung TW, Liebeskind DS, Wong KS. PMID: 24818753; PMCID: PMC4018340.
      View in: PubMed   Mentions: 26     Fields:    Translation:Humans
    67. Noninvasive fractional flow on MRA predicts stroke risk of intracranial stenosis. J Neuroimaging. 2015 Jan-Feb; 25(1):87-91. Liebeskind DS, Kosinski AS, Lynn MJ, Scalzo F, Fong AK, Fariborz P, Chimowitz MI, Feldmann E. PMID: 24593693; PMCID: PMC4156566.
      View in: PubMed   Mentions: 32     Fields:    Translation:HumansCTClinical Trials
    68. Pediatric heart sound segmentation using hidden Markov model. Annu Int Conf IEEE Eng Med Biol Soc. 2014; 2014:5490-3. Sedighian P, Subudhi AW, Scalzo F, Asgari S. PMID: 25571237.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    69. Ischemia-reperfusion injury in stroke. Interv Neurol. 2013 Sep; 1(3-4):185-99. Nour M, Scalzo F, Liebeskind DS. PMID: 25187778; PMCID: PMC4031777.
      View in: PubMed   Mentions: 137  
    70. Multi-center prediction of hemorrhagic transformation in acute ischemic stroke using permeability imaging features. Magn Reson Imaging. 2013 Jul; 31(6):961-9. Scalzo F, Alger JR, Hu X, Saver JL, Dani KA, Muir KW, Demchuk AM, Coutts SB, Luby M, Warach S, Liebeskind DS, STIR/VISTA Imaging Investigators. PMID: 23587928; PMCID: PMC3676704.
      View in: PubMed   Mentions: 22     Fields:    Translation:Humans
    71. Semi-supervised detection of intracranial pressure alarms using waveform dynamics. Physiol Meas. 2013 Apr; 34(4):465-78. Scalzo F, Hu X. PMID: 23524637.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    72. Reducing false intracranial pressure alarms using morphological waveform features. IEEE Trans Biomed Eng. 2013 Jan; 60(1):235-9. Scalzo F, Liebeskind D, Hu X. PMID: 22851230; PMCID: PMC3547536.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    73. Regional prediction of tissue fate in acute ischemic stroke. Ann Biomed Eng. 2012 Oct; 40(10):2177-87. Scalzo F, Hao Q, Alger JR, Hu X, Liebeskind DS. PMID: 22592291; PMCID: PMC3647682.
      View in: PubMed   Mentions: 18     Fields:    Translation:HumansCTClinical Trials
    74. Intracranial hypertension prediction using extremely randomized decision trees. Med Eng Phys. 2012 Oct; 34(8):1058-65. Scalzo F, Hamilton R, Asgari S, Kim S, Hu X. PMID: 22401795; PMCID: PMC3399093.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    75. Intracranial pressure signal morphology: real-time tracking. IEEE Pulse. 2012 Mar; 3(2):49-52. Scalzo F, Bergsneider M, Vespa PM, Martin NA, Hu X. PMID: 22481746.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    76. Bayesian tracking of intracranial pressure signal morphology. Artif Intell Med. 2012 Feb; 54(2):115-23. Scalzo F, Asgari S, Kim S, Bergsneider M, Hu X. PMID: 21968205; PMCID: PMC3288115.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    77. Reducing backward masking through action game training. J Vis. 2010 Dec 29; 10(14). Li R, Polat U, Scalzo F, Bavelier D. PMID: 21191129.
      View in: PubMed   Mentions: 40     Fields:    Translation:Humans
    78. Noninvasive intracranial pressure assessment based on a data-mining approach using a nonlinear mapping function. IEEE Trans Biomed Eng. 2012 Mar; 59(3):619-26. Kim S, Scalzo F, Bergsneider M, Vespa P, Martin N, Hu X. PMID: 21097375; PMCID: PMC3130850.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    79. Robust peak recognition in intracranial pressure signals. Biomed Eng Online. 2010 Oct 19; 9:61. Scalzo F, Asgari S, Kim S, Bergsneider M, Hu X. PMID: 20959014; PMCID: PMC2984490.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    80. Intracranial pressure pulse morphological features improved detection of decreased cerebral blood flow. Physiol Meas. 2010 May; 31(5):679-95. Hu X, Glenn T, Scalzo F, Bergsneider M, Sarkiss C, Martin N, Vespa P. PMID: 20348611; PMCID: PMC2855777.
      View in: PubMed   Mentions: 30     Fields:    Translation:Humans
    81. Regression analysis for peak designation in pulsatile pressure signals. Med Biol Eng Comput. 2009 Sep; 47(9):967-77. Scalzo F, Xu P, Asgari S, Bergsneider M, Hu X. PMID: 19578916; PMCID: PMC2734262.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    82. Morphological clustering and analysis of continuous intracranial pressure. IEEE Trans Biomed Eng. 2009 Mar; 56(3):696-705. Hu X, Xu P, Scalzo F, Vespa P, Bergsneider M. PMID: 19272879; PMCID: PMC2673331.
      View in: PubMed   Mentions: 60     Fields:    Translation:Humans
    83. Nonlinear regression for sub-peak detection of intracranial pressure signals. Annu Int Conf IEEE Eng Med Biol Soc. 2008; 2008:5411-4. Scalzo F, Xu P, Bergsneider M, Hu X. PMID: 19163941.
      View in: PubMed   Mentions: 4     Fields:    
    84. Wavelet entropy characterization of elevated intracranial pressure. Annu Int Conf IEEE Eng Med Biol Soc. 2008; 2008:2924-7. Xu P, Scalzo F, Bergsneider M, Vespa P, Chad M, Hu X. PMID: 19163318.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
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