Synho Do, Ph.D. - Publications

Affiliations: 
University of Southern California, Los Angeles, CA, United States 
Area:
Neuronal Systems Modeling

41 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Sim Y, Chung MJ, Kotter E, Yune S, Kim M, Do S, Han K, Kim H, Yang S, Lee DJ, Choi BW. Deep Convolutional Neural Network-based Software Improves Radiologist Detection of Malignant Lung Nodules on Chest Radiographs. Radiology. 182465. PMID 31714194 DOI: 10.1148/Radiol.2019182465  0.327
2019 Lee H, Huang C, Yune S, Tajmir SH, Kim M, Do S. Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction. Scientific Reports. 9: 15540. PMID 31664075 DOI: 10.1038/S41598-019-51779-5  0.45
2019 Lee H, Yune S, Mansouri M, Kim M, Tajmir SH, Guerrier CE, Ebert SA, Pomerantz SR, Romero JM, Kamalian S, Gonzalez RG, Lev MH, Do S. An explainable deep-learning algorithm for the detection of acute intracranial haemorrhage from small datasets. Nature Biomedical Engineering. 3: 173-182. PMID 30948806 DOI: 10.1038/S41551-018-0324-9  0.342
2018 Choy G, Khalilzadeh O, Michalski M, Do S, Samir AE, Pianykh OS, Geis JR, Pandharipande PV, Brink JA, Dreyer KJ. Current Applications and Future Impact of Machine Learning in Radiology. Radiology. 171820. PMID 29944078 DOI: 10.1148/Radiol.2018171820  0.307
2018 Thrall JH, Li X, Li Q, Cruz C, DO S, Dreyer K, Brink J. Artificial Intelligence and Machine Learning in Radiology: Opportunities, Challenges, Pitfalls, and Criteria for Success. Journal of the American College of Radiology : Jacr. PMID 29402533 DOI: 10.1016/J.Jacr.2017.12.026  0.404
2017 Lee H, Mansouri M, Tajmir S, Lev MH, Do S. A Deep-Learning System for Fully-Automated Peripherally Inserted Central Catheter (PICC) Tip Detection. Journal of Digital Imaging. PMID 28983851 DOI: 10.1007/S10278-017-0025-Z  0.323
2017 Lee H, Troschel FM, Tajmir S, Fuchs G, Mario J, Fintelmann FJ, Do S. Pixel-Level Deep Segmentation: Artificial Intelligence Quantifies Muscle on Computed Tomography for Body Morphometric Analysis. Journal of Digital Imaging. PMID 28653123 DOI: 10.1007/S10278-017-9988-Z  0.363
2017 Lee H, Tajmir S, Lee J, Zissen M, Yeshiwas BA, Alkasab TK, Choy G, Do S. Fully Automated Deep Learning System for Bone Age Assessment. Journal of Digital Imaging. PMID 28275919 DOI: 10.1007/S10278-017-9955-8  0.315
2017 Puchner SB, Ferencik M, Maehara A, Stolzmann P, Ma S, Do S, Kauczor HU, Mintz GS, Hoffmann U, Schlett CL. Iterative Image Reconstruction Improves the Accuracy of Automated Plaque Burden Assessment in Coronary CT Angiography: A Comparison With Intravascular Ultrasound. Ajr. American Journal of Roentgenology. 1-8. PMID 28177655 DOI: 10.2214/Ajr.16.17187  0.436
2016 Khawaja RDA, Singh S, Blake M, Harisinghani M, Choy G, Karaosmanoglu A, Padole A, Do S, Brown K, Thompson R, Morton T, Raihani N, Koehler T, Kalra MK. Corrigendum to "Ultra-low dose abdominal MDCT: Using a knowledge-based Iterative Model Reconstruction technique for substantial dose reduction in a prospective clinical study" [Eur. J. Radiol. 84 (2015) 2-10]. European Journal of Radiology. 85: 310. PMID 28676321 DOI: 10.1016/J.Ejrad.2015.11.017  0.318
2015 Khawaja RD, Singh S, Blake M, Harisinghani M, Choy G, Karosmanoglu A, Padole A, Pourjabbar S, Do S, Kalra MK. Ultralow-Dose Abdominal Computed Tomography: Comparison of 2 Iterative Reconstruction Techniques in a Prospective Clinical Study. Journal of Computer Assisted Tomography. 39: 489-98. PMID 26182223 DOI: 10.1097/Rct.0000000000000248  0.474
2015 Padole A, Singh S, Lira D, Blake MA, Pourjabbar S, Khawaja RD, Choy G, Saini S, Do S, Kalra MK. Assessment of Filtered Back Projection, Adaptive Statistical, and Model-Based Iterative Reconstruction for Reduced Dose Abdominal Computed Tomography. Journal of Computer Assisted Tomography. 39: 462-7. PMID 25734468 DOI: 10.1097/Rct.0000000000000231  0.448
2015 Khawaja RD, Singh S, Blake M, Harisinghani M, Choy G, Karosmangulu A, Padole A, Do S, Brown K, Thompson R, Morton T, Raihani N, Koehler T, Kalra MK. Ultra-low dose abdominal MDCT: using a knowledge-based Iterative Model Reconstruction technique for substantial dose reduction in a prospective clinical study. European Journal of Radiology. 84: 2-10. PMID 25458225 DOI: 10.1016/J.Ejrad.2014.09.022  0.418
2015 Pourjabbar S, Singh S, Kulkarni N, Muse V, Digumarthy SR, Khawaja RD, Padole A, Do S, Kalra MK. Dose reduction for chest CT: comparison of two iterative reconstruction techniques. Acta Radiologica (Stockholm, Sweden : 1987). 56: 688-95. PMID 24948790 DOI: 10.1177/0284185114537256  0.458
2014 Do S, Karl WC, Singh S, Kalra M, Brady T, Shin E, Pien H. High fidelity system modeling for high quality image reconstruction in clinical CT. Plos One. 9: e111625. PMID 25390888 DOI: 10.1371/Journal.Pone.0111625  0.434
2014 Padole A, Singh S, Ackman JB, Wu C, Do S, Pourjabbar S, Khawaja RD, Otrakji A, Digumarthy S, Shepard JA, Kalra M. Submillisievert chest CT with filtered back projection and iterative reconstruction techniques. Ajr. American Journal of Roentgenology. 203: 772-81. PMID 25247943 DOI: 10.2214/Ajr.13.12312  0.452
2014 Khawaja RD, Singh S, Lira D, Bippus R, Do S, Padole A, Pourjabbar S, Koehler T, Shepard JA, Kalra MK. Role of compressive sensing technique in dose reduction for chest computed tomography: a prospective blinded clinical study. Journal of Computer Assisted Tomography. 38: 760-7. PMID 24834892 DOI: 10.1097/Rct.0000000000000098  0.405
2014 Khawaja RD, Singh S, Gilman M, Sharma A, Do S, Pourjabbar S, Padole A, Lira D, Brown K, Shepard JA, Kalra MK. Computed tomography (CT) of the chest at less than 1 mSv: an ongoing prospective clinical trial of chest CT at submillisievert radiation doses with iterative model image reconstruction and iDose4 technique. Journal of Computer Assisted Tomography. 38: 613-9. PMID 24651746 DOI: 10.1097/Rct.0000000000000087  0.428
2014 Pourjabbar S, Singh S, Singh AK, Johnston RP, Shenoy-Bhangle AS, Do S, Padole A, Blake MA, Persson A, Kalra MK. Preliminary results: prospective clinical study to assess image-based iterative reconstruction for abdominal computed tomography acquired at 2 radiation dose levels. Journal of Computer Assisted Tomography. 38: 117-22. PMID 24424560 DOI: 10.1097/Rct.0B013E3182A17629  0.451
2014 Ando M, Sunaguchi N, Wu Y, Do S, Sung Y, Louissaint A, Yuasa T, Ichihara S, Gupta R. Crystal analyser-based X-ray phase contrast imaging in the dark field: implementation and evaluation using excised tissue specimens. European Radiology. 24: 423-33. PMID 24048725 DOI: 10.1007/S00330-013-3021-9  0.319
2013 Näppi JJ, Do S, Yoshida H. Computer-Aided Detection of Colorectal Lesions with Super-Resolution CT Colonography: Pilot Evaluation. Abdominal Imaging : Computation and Clinical Applications : 5th International Workshop, Held in Conjunction With Miccai 2013, Nagoya, Japan, September 22, 2013 : Proceedings / Hiroyuki Yoshida, Simon Warfield, Michael W. Vannier (Eds.)..... 8198: 73-80. PMID 25580475 DOI: 10.1007/978-3-642-41083-3_9  0.4
2013 Liew G, Ali N, Do S, Petranovic M, Cury R, Brady T, Hoffmann U, Ghoshhajra B. A Novel Analysis Algorithm for Potential Quantitative Assessment of Myocardial Computed Tomography Perfusion Academic Radiology. 20: 1301-1305. PMID 24029063 DOI: 10.1016/J.Acra.2013.07.004  0.386
2013 Puchner SB, Ferencik M, Karolyi M, Do S, Maurovich-Horvat P, Kauczor HU, Hoffmann U, Schlett CL. The effect of iterative image reconstruction algorithms on the feasibility of automated plaque assessment in coronary CT angiography. The International Journal of Cardiovascular Imaging. 29: 1879-88. PMID 23990390 DOI: 10.1007/S10554-013-0281-Z  0.4
2013 Kalra MK, Woisetschläger M, Dahlström N, Singh S, Digumarthy S, Do S, Pien H, Quick P, Schmidt B, Sedlmair M, Shepard JA, Persson A. Sinogram-affirmed iterative reconstruction of low-dose chest CT: effect on image quality and radiation dose. Ajr. American Journal of Roentgenology. 201: W235-44. PMID 23883238 DOI: 10.2214/Ajr.12.9569  0.441
2013 Schlett CL, Ferencik M, Celeng C, Maurovich-Horvat P, Scheffel H, Stolzmann P, Do S, Kauczor HU, Alkadhi H, Bamberg F, Hoffmann U. How to assess non-calcified plaque in CT angiography: delineation methods affect diagnostic accuracy of low-attenuation plaque by CT for lipid-core plaque in histology. European Heart Journal Cardiovascular Imaging. 14: 1099-105. PMID 23671211 DOI: 10.1093/Ehjci/Jet030  0.324
2013 Lee S, Shima A, Singh S, Kalra MK, Kim HJ, Do S. Co-registered image quality comparison in hybrid iterative reconstruction techniques: SAFIRE and SafeCT Progress in Biomedical Optics and Imaging - Proceedings of Spie. 8668. DOI: 10.1117/12.2007525  0.403
2013 Do S, Näppi JJ, Yoshida H. Iterative Reconstruction for Ultra-Low-Dose Laxative-Free CT Colonography Abdominal Imaging. 99-106. DOI: 10.1007/978-3-642-41083-3_12  0.459
2012 Do S, Salvaggio K, Gupta S, Kalra M, Ali NU, Pien H. Automated quantification of pneumothorax in CT. Computational and Mathematical Methods in Medicine. 2012: 736320. PMID 23082091 DOI: 10.1155/2012/736320  0.4
2012 Ghoshhajra BB, Engel LC, Major GP, Goehler A, Techasith T, Verdini D, Do S, Liu B, Li X, Sala M, Kim MS, Blankstein R, Prakash P, Sidhu MS, Corsini E, et al. Evolution of coronary computed tomography radiation dose reduction at a tertiary referral center. The American Journal of Medicine. 125: 764-72. PMID 22703931 DOI: 10.1016/J.Amjmed.2011.10.036  0.31
2012 Singh S, Kalra MK, Do S, Thibault JB, Pien H, O'Connor OJ, Connor OO, Blake MA. Comparison of hybrid and pure iterative reconstruction techniques with conventional filtered back projection: dose reduction potential in the abdomen. Journal of Computer Assisted Tomography. 36: 347-53. PMID 22592622 DOI: 10.1097/Rct.0B013E31824E639E  0.394
2012 Scheffel H, Stolzmann P, Schlett CL, Engel LC, Major GP, Károlyi M, Do S, Maurovich-Horvat P, Hoffmann U. Coronary artery plaques: cardiac CT with model-based and adaptive-statistical iterative reconstruction technique. European Journal of Radiology. 81: e363-9. PMID 22197733 DOI: 10.1016/J.Ejrad.2011.11.051  0.413
2011 Do S, Karl WC, Liang Z, Kalra M, Brady TJ, Pien HH. A decomposition-based CT reconstruction formulation for reducing blooming artifacts. Physics in Medicine and Biology. 56: 7109-25. PMID 22025109 DOI: 10.1088/0031-9155/56/22/008  0.385
2011 Do S, Singh S, Kalra MK, Karl WC, Brady TJ, Pien H. High-order noise analysis for low dose iterative image reconstruction methods: ASIR, IRIS, and MBAI Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7961. DOI: 10.1117/12.878222  0.418
2010 Singh S, Kalra MK, Hsieh J, Licato PE, Do S, Pien HH, Blake MA. Abdominal CT: comparison of adaptive statistical iterative and filtered back projection reconstruction techniques. Radiology. 257: 373-83. PMID 20829535 DOI: 10.1148/Radiol.10092212  0.446
2010 Prakash P, Kalra MK, Ackman JB, Digumarthy SR, Hsieh J, Do S, Shepard JA, Gilman MD. Diffuse lung disease: CT of the chest with adaptive statistical iterative reconstruction technique. Radiology. 256: 261-9. PMID 20574099 DOI: 10.1148/Radiol.10091487  0.386
2010 He L, Orten B, Do S, Karl WC, Kambadakone A, Sahani DV, Pien H. A spatio-temporal deconvolution method to improve perfusion CT quantification. Ieee Transactions On Medical Imaging. 29: 1182-91. PMID 20378468 DOI: 10.1109/Tmi.2010.2043536  0.402
2010 Do S, Karl WC, Kalra MK, Brady TJ, Pien H. Clinical low dose CT image reconstruction using high-order total variation techniques Proceedings of Spie. 7622. DOI: 10.1117/12.844307  0.448
2009 Do S, Kalra MK, Liang Z, Karl WC, Brady TJ, Pien H. Noise properties of iterative reconstruction techniques in low-dose CT scans Proceedings of Spie. 7258: 725829. DOI: 10.1117/12.811597  0.463
2008 Jeong JW, Shin DC, Do SH, Blanco C, Klipfel NE, Holmes DR, Hovanessian-Larsen LJ, Marmarelis VZ. Differentiation of cancerous lesions in excised human breast specimens using multiband attenuation profiles from ultrasonic transmission tomography. Journal of Ultrasound in Medicine : Official Journal of the American Institute of Ultrasound in Medicine. 27: 435-51. PMID 18314522 DOI: 10.7863/Jum.2008.27.3.435  0.502
2006 Jeong JW, Shin DC, Do S, Marmarelis VZ. Segmentation methodology for automated classification and differentiation of soft tissues in multiband images of high-resolution ultrasonic transmission tomography. Ieee Transactions On Medical Imaging. 25: 1068-78. PMID 16894999 DOI: 10.1109/Tmi.2006.877443  0.559
2005 Jeong JW, Kim TS, Shin DC, Do S, Singh M, Marmarelis VZ. Soft tissue differentiation using multiband signatures of high resolution ultrasonic transmission tomography. Ieee Transactions On Medical Imaging. 24: 399-408. PMID 15754990 DOI: 10.1109/Tmi.2004.843179  0.535
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