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Radiomics-based Machine-learning Models Can Detect Pancreatic Cancer on Prediagnostic Computed Tomography Scans at a Substantial Lead Time Before Clinical Diagnosis.
Mukherjee S, Patra A, Khasawneh H, Korfiatis P, Rajamohan N, Suman G, Majumder S, Panda A, Johnson MP, Larson NB, Wright DE, Kline TL, Fletcher JG, Chari ST, Goenka AH. Mukherjee S, et al. Among authors: korfiatis p. Gastroenterology. 2022 Nov;163(5):1435-1446.e3. doi: 10.1053/j.gastro.2022.06.066. Epub 2022 Jul 1. Gastroenterology. 2022. PMID: 35788343
Utilizing magnetization transfer imaging to investigate tissue remodeling in a murine model of autosomal dominant polycystic kidney disease.
Kline TL, Irazabal MV, Ebrahimi B, Hopp K, Udoji KN, Warner JD, Korfiatis P, Mishra PK, Macura SI, Venkatesh SK, Lerman LO, Harris PC, Torres VE, King BF, Erickson BJ. Kline TL, et al. Among authors: korfiatis p. Magn Reson Med. 2016 Apr;75(4):1466-73. doi: 10.1002/mrm.25701. Epub 2015 May 13. Magn Reson Med. 2016. PMID: 25974140 Free PMC article.
Automatic total kidney volume measurement on follow-up magnetic resonance images to facilitate monitoring of autosomal dominant polycystic kidney disease progression.
Kline TL, Korfiatis P, Edwards ME, Warner JD, Irazabal MV, King BF, Torres VE, Erickson BJ. Kline TL, et al. Among authors: korfiatis p. Nephrol Dial Transplant. 2016 Feb;31(2):241-8. doi: 10.1093/ndt/gfv314. Epub 2015 Aug 31. Nephrol Dial Transplant. 2016. PMID: 26330562 Free PMC article.
Semiautomated Segmentation of Polycystic Kidneys in T2-Weighted MR Images.
Kline TL, Edwards ME, Korfiatis P, Akkus Z, Torres VE, Erickson BJ. Kline TL, et al. Among authors: korfiatis p. AJR Am J Roentgenol. 2016 Sep;207(3):605-13. doi: 10.2214/AJR.15.15875. Epub 2016 Jun 24. AJR Am J Roentgenol. 2016. PMID: 27341140 Free PMC article.
Machine Learning for Medical Imaging.
Erickson BJ, Korfiatis P, Akkus Z, Kline TL. Erickson BJ, et al. Among authors: korfiatis p. Radiographics. 2017 Mar-Apr;37(2):505-515. doi: 10.1148/rg.2017160130. Epub 2017 Feb 17. Radiographics. 2017. PMID: 28212054 Free PMC article. Review.
64 results