Dieter R Enzmann

Title(s)Department Chair, Radiological Sciences, Radiological Sciences
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    Title(s)Professor, Radiological Sciences

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    Dr. Dieter R. Enzmann holds the Leo G. Rigler Chair in Radiological Sciences.

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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    1. Translating AI to Clinical Practice: Overcoming Data Shift with Explainability. Radiographics. 2023 05; 43(5):e220105. Choi Y, Yu W, Nagarajan MB, Teng P, Goldin JG, Raman SS, Enzmann DR, Kim GHJ, Brown MS. PMID: 37104124.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    2. Integration and evaluation of chest X-ray artificial intelligence in clinical practice. J Med Imaging (Bellingham). 2023 Sep; 10(5):051805. Wong KP, Homer SY, Wei SH, Yaghmai N, Estrada Paz OA, Young TJ, Buhr RG, Barjaktarevic I, Shrestha L, Daly M, Goldin J, Enzmann DR, Brown MS. PMID: 37113505; PMCID: PMC10128969.
      View in: PubMed   Mentions:
    3. Synthesizing MR Image Contrast Enhancement Using 3D High-Resolution ConvNets. IEEE Trans Biomed Eng. 2023 Feb; 70(2):401-412. Chen C, Raymond C, Speier W, Jin X, Cloughesy TF, Enzmann D, Ellingson BM, Arnold CW. PMID: 35853075; PMCID: PMC9928432.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    4. Automated Endotracheal Tube Placement Check Using Semantically Embedded Deep Neural Networks. Acad Radiol. 2022 May 26. Brown MS, Wong KP, Shrestha L, Wahi-Anwar M, Daly M, Foster G, Abtin F, Ruchalski KL, Goldin JG, Enzmann D. PMID: 35644754.
      View in: PubMed   Mentions: 2     Fields:    
    5. Radiology's "Smart New Deal". J Digit Imaging. 2022 10; 35(5):1358-1361. Enzmann DR. PMID: 35441279; PMCID: PMC9017963.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    6. Republished: Robotic assistant spinal angiography: a case report and technical considerations. J Neurointerv Surg. 2023 Mar; 15(3):e7. Tateshima S, Saber H, Colby GP, Enzmann D, Duckwiler G. PMID: 35177517.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    7. Electronic Health Record-Integrated Tumor Board Application to Save Preparation Time and Reduce Errors. JCO Clin Cancer Inform. 2022 01; 6:e2100142. Nobori A, Jumniensuk C, Chen X, Enzmann D, Dry S, Nelson S, Arnold CW. PMID: 35025671.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    8. Trends that Impact IR's Future. Rofo. 2022 01; 194(1):21-28. Enzmann D. PMID: 34139780.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    9. Federated learning improves site performance in multicenter deep learning without data sharing. J Am Med Inform Assoc. 2021 06 12; 28(6):1259-1264. Sarma KV, Harmon S, Sanford T, Roth HR, Xu Z, Tetreault J, Xu D, Flores MG, Raman AG, Kulkarni R, Wood BJ, Choyke PL, Priester AM, Marks LS, Raman SS, Enzmann D, Turkbey B, Speier W, Arnold CW. PMID: 33537772; PMCID: PMC8200268.
      View in: PubMed   Mentions: 19     Fields:    Translation:Humans
    10. Robotic assistant spinal angiography: a case report and technical considerations. BMJ Case Rep. 2021 Mar 10; 14(3):1-3. Tateshima S, Saber H, Colby GP, Enzmann D, Duckwiler G. PMID: 33692074; PMCID: PMC7949377.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    11. Angular needle tracker and stabilizer for image-guided interventions. Minim Invasive Ther Allied Technol. 2022 Mar; 31(3):410-417. Zhao Z, Li R, Xu LJ, Enzmann DR, Wood BJ, Tse ZTH. PMID: 33207973.
      View in: PubMed   Mentions: 1     Fields:    Translation:Animals
    12. Continuous Learning AI in Radiology: Implementation Principles and Early Applications. Radiology. 2020 Oct; 297(1):6-14. Pianykh OS, Langs G, Dewey M, Enzmann DR, Herold CJ, Schoenberg SO, Brink JA. PMID: 32840473.
      View in: PubMed   Mentions: 23     Fields:    Translation:Humans
    13. Early-Stage Radiology Volume Effects and Considerations with the Coronavirus Disease 2019 (COVID-19) Pandemic: Adaptations, Risks, and Lessons Learned. J Am Coll Radiol. 2020 09; 17(9):1086-1095. Norbash AM, Moore AV, Recht MP, Brink JA, Hess CP, Won JJ, Jain S, Sun X, Brown M, Enzmann D. PMID: 32717183; PMCID: PMC7346772.
      View in: PubMed   Mentions: 23     Fields:    Translation:HumansPHPublic Health
    14. Prostate Microstructure in Prostate Cancer Using 3-T MRI with Diffusion-Relaxation Correlation Spectrum Imaging: Validation with Whole-Mount Digital Histopathology. Radiology. 2020 08; 296(2):348-355. Zhang Z, Wu HH, Priester A, Magyar C, Afshari Mirak S, Shakeri S, Mohammadian Bajgiran A, Hosseiny M, Azadikhah A, Sung K, Reiter RE, Sisk AE, Raman S, Enzmann DR. PMID: 32515678.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    15. Radiology's Information Architecture Could Migrate to One Emulating That of Smartphones. J Am Coll Radiol. 2020 Oct; 17(10):1299-1306. Enzmann DR, Arnold CW, Zaragoza E, Siegel E, Pfeffer MA. PMID: 32387372.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    16. 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: 21     Fields:    Translation:Humans
    17. Society of Chairs of Academic Radiology Departments Statement of Support for Paid Parental Leave. J Am Coll Radiol. 2019 03; 16(3):271-272. Canon CL, Enzmann DR, Grist TM, Meltzer CC, Norbash A, Omary RA, Rawson JV, Recht MP. PMID: 30832826.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    18. Joint Prostate Cancer Detection and Gleason Score Prediction in mp-MRI via FocalNet. IEEE Trans Med Imaging. 2019 11; 38(11):2496-2506. Cao R, Mohammadian Bajgiran A, Afshari Mirak S, Shakeri S, Zhong X, Enzmann D, Raman S, Sung K. PMID: 30835218.
      View in: PubMed   Mentions: 40     Fields:    Translation:Humans
    19. Selective middle cerebral artery occlusion in the rabbit: Technique and characterization with pathologic findings and multimodal MRI. J Neurosci Methods. 2019 02 01; 313:6-12. Jahan R, Villablanca JP, Harris RJ, Duarte-Vogel S, Williams CK, Vinters HV, Rao N, Enzmann DR, Ellingson BM. PMID: 30529458.
      View in: PubMed   Mentions: 2     Fields:    Translation:Animals
    20. Building a high-resolution T2-weighted MR-based probabilistic model of tumor occurrence in the prostate. Abdom Radiol (NY). 2018 09; 43(9):2487-2496. Nagarajan MB, Raman SS, Lo P, Lin WC, Khoshnoodi P, Sayre JW, Ramakrishna B, Ahuja P, Huang J, Margolis DJA, Lu DSK, Reiter RE, Goldin JG, Brown MS, Enzmann DR. PMID: 29460041; PMCID: PMC6946380.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    21. A system using patient-specific 3D-printed molds to spatially align in vivo MRI with ex vivo MRI and whole-mount histopathology for prostate cancer research. J Magn Reson Imaging. 2019 01; 49(1):270-279. Wu HH, Priester A, Khoshnoodi P, Zhang Z, Shakeri S, Afshari Mirak S, Asvadi NH, Ahuja P, Sung K, Natarajan S, Sisk A, Reiter R, Raman S, Enzmann D. PMID: 30069968.
      View in: PubMed   Mentions: 16     Fields:    Translation:Humans
    22. Bits and bytes: the future of radiology lies in informatics and information technology. Eur Radiol. 2017 Sep; 27(9):3647-3651. Brink JA, Arenson RL, Grist TM, Lewin JS, Enzmann D. PMID: 28280932.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    23. Genomic Adequacy from Solid Tumor Core Needle Biopsies of ex Vivo Tissue and in Vivo Lung Masses: Prospective Study. Radiology. 2017 03; 282(3):903-912. Jamshidi N, Huang D, Abtin FG, Loh CT, Kee ST, Suh RD, Yamamoto S, Das K, Dry S, Binder S, Enzmann DR, Kuo MD. PMID: 27755912.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    24. Managing Scale and Innovation in Health IT. J Am Coll Radiol. 2016 Sep; 13(9):1135-8. Enzmann DR, Pfeffer M. PMID: 27039000.
      View in: PubMed   Mentions:    Fields:    
    25. Towards use of MRI-guided ultrasound for treating cerebral vasospasm. J Ther Ultrasound. 2016; 4:6. Bonow RH, Silber JR, Enzmann DR, Beauchamp NJ, Ellenbogen RG, Mourad PD. PMID: 26929821; PMCID: PMC4770693.
      View in: PubMed   Mentions: 3  
    26. A data-driven approach for quality assessment of radiologic interpretations. J Am Med Inform Assoc. 2016 Apr; 23(e1):e152-6. Hsu W, Han SX, Arnold CW, Bui AA, Enzmann DR. PMID: 26606938; PMCID: PMC4954616.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    27. RadPath: A Web-based System for Integrating and Correlating Radiology and Pathology Findings During Cancer Diagnosis. Acad Radiol. 2016 Jan; 23(1):90-100. Arnold CW, Wallace WD, Chen S, Oh A, Abtin F, Genshaft S, Binder S, Aberle D, Enzmann D. PMID: 26521686.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    28. Topographical Distribution of Epileptogenic Tubers in Patients With Tuberous Sclerosis Complex. J Child Neurol. 2016 Apr; 31(5):636-45. Ellingson BM, Hirata Y, Yogi A, Karavaeva E, Leu K, Woodworth DC, Harris RJ, Enzmann DR, Wu JY, Mathern GW, Salamon N. PMID: 26472749.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    29. Investigation of DNA Damage Dose-Response Kinetics after Ionizing Radiation Schemes Similar to CT Protocols. Radiat Res. 2015 Jun; 183(6):701-7. Elgart SR, Bostani M, Mok KC, Adibi A, Ruehm S, Enzmann D, McNitt-Gray M, Iwamoto KS. PMID: 25950819.
      View in: PubMed   Mentions: 3     Fields:    Translation:HumansAnimalsCells
    30. The risks of innovation in health care. J Am Coll Radiol. 2015 Apr; 12(4):342-8. Enzmann DR. PMID: 25686642.
      View in: PubMed   Mentions:    Fields:    
    31. Hypervascular tumor volume estimated by comparison to a large-scale cerebral blood volume radiographic atlas predicts survival in recurrent glioblastoma treated with bevacizumab. Cancer Imaging. 2014 Nov 14; 14:31. Leu K, Enzmann DR, Woodworth DC, Harris RJ, Tran AN, Lai A, Nghiemphu PL, Pope WB, Cloughesy TF, Ellingson BM. PMID: 25608485; PMCID: PMC4331836.
      View in: PubMed   Mentions: 16     Fields:    Translation:Humans
    32. Actionable reporting. J Am Coll Radiol. 2014 Sep; 11(9):844-5. Boland GW, Enzmann DR, Duszak R. PMID: 25096482.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    33. The nature of change. J Am Coll Radiol. 2014 May; 11(5):464-70. Enzmann DR, Feinberg DT. PMID: 24703411.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    34. Analysis of radiology business models. J Am Coll Radiol. 2013 Mar; 10(3):175-80. Enzmann DR, Schomer DF. PMID: 23245438.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    35. Measuring radiology's value in time saved. J Am Coll Radiol. 2012 Oct; 9(10):713-7. Lee CI, Enzmann DR. PMID: 23025865.
      View in: PubMed   Mentions: 7     Fields:    
    36. Radiology's value chain. Radiology. 2012 Apr; 263(1):243-52. Enzmann DR. PMID: 22438447.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    37. Scenario planning. J Am Coll Radiol. 2011 Mar; 8(3):175-9. Enzmann DR, Beauchamp NJ, Norbash A. PMID: 21371667.
      View in: PubMed   Mentions: 1     Fields:    
    38. Engagement of fusiform cortex and disengagement of lateral occipital cortex in the acquisition of radiological expertise. Cereb Cortex. 2009 Nov; 19(11):2746-54. Harley EM, Pope WB, Villablanca JP, Mumford J, Suh R, Mazziotta JC, Enzmann D, Engel SA. PMID: 19321653; PMCID: PMC2758686.
      View in: PubMed   Mentions: 33     Fields:    Translation:Humans
    39. The disaggregation of radiology. J Am Coll Radiol. 2008 Dec; 5(12):1181-5. Brant-Zawadzki MN, Enzmann DR. PMID: 19027680.
      View in: PubMed   Mentions: 1     Fields:    
    40. Exploring the cell's network with molecular imaging. J Magn Reson Imaging. 2006 Aug; 24(2):257-66. Enzmann DR. PMID: 16786556.
      View in: PubMed   Mentions:    Fields:    Translation:Cells
    41. A different look at turf. Radiology. 2005 Feb; 234(2):347-9. Enzmann DR. PMID: 15670992.
      View in: PubMed   Mentions: 1     Fields:    
    42. Quo vadis: part 1. Acad Radiol. 2004 Nov; 11(11):1203-6. Enzmann DR. PMID: 15561565.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    43. Quo vadis: part 2. Acad Radiol. 2004 Nov; 11(11):1207-10. Enzmann DR. PMID: 15561566.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    44. Disseminating health care innovation. JAMA. 2003 Sep 17; 290(11):1456; author reply 1456. Enzmann DR, Sayre J. PMID: 13129984.
      View in: PubMed   Mentions:    Fields:    
    45. Providing professional mammography services: financial analysis. Radiology. 2001 May; 219(2):467-73. Enzmann DR, Anglada PM, Haviley C, Venta LA. PMID: 11323474.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    46. MR imaging in an experimental model of brain tumor immunotherapy. AJNR Am J Neuroradiol. 1991 May-Jun; 12(3):543-8. Blankenberg F, Conley FK, Sayre J, Enzmann D. PMID: 2058511; PMCID: PMC8333022.
      View in: PubMed   Mentions:    Fields:    Translation:AnimalsCells
    47. Improved MR images of the brain with use of a gated, flow-compensated, variable-bandwidth pulse sequence. Radiology. 1989 Sep; 172(3):771-81. Enzmann D, Augustyn GT. PMID: 2772188.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    48. Computed tomography in orbital pseudothumor (idiopathic orbital inflammation). Radiology. 1976 Sep; 120(3):597-601. Enzmann D, Donaldson SS, Marshall WH, Kriss JP. PMID: 988925.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
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