Yulei Jiang

Associate Professor
  1. Jiang Y, Edwards AV, Newstead GM. Artificial Intelligence Applied to Breast MRI for Improved Diagnosis. Radiology. 2021 01; 298(1):38-46. View in: PubMed

  2. Jiang Y. Receiver Operating Characteristic (ROC) Analysis of Image Search-and-Localize Tasks. Acad Radiol. 2020 12; 27(12):1742-1750. View in: PubMed

  3. MacMahon H, Li F, Jiang Y, Armato SG. Response. Chest. 2019 10; 156(4):810-811. View in: PubMed

  4. Chatterjee A, He D, Fan X, Antic T, Jiang Y, Eggener S, Karczmar GS, Oto A. Diagnosis of Prostate Cancer by Use of MRI-Derived Quantitative Risk Maps: A Feasibility Study. AJR Am J Roentgenol. 2019 08; 213(2):W66-W75. View in: PubMed

  5. MacMahon H, Li F, Jiang Y, Armato SG. Accuracy of the Vancouver Lung Cancer Risk Prediction Model Compared With ThatĀ of Radiologists. Chest. 2019 07; 156(1):112-119. View in: PubMed

  6. Jiang Y, Inciardi MF, Edwards AV, Papaioannou J. Interpretation Time Using a Concurrent-Read Computer-Aided Detection System for Automated Breast Ultrasound in Breast Cancer Screening of Women With Dense Breast Tissue. AJR Am J Roentgenol. 2018 08; 211(2):452-461. View in: PubMed

  7. Abe H, Mori N, Tsuchiya K, Schacht DV, Pineda FD, Jiang Y, Karczmar GS. Kinetic Analysis of Benign and Malignant Breast Lesions With Ultrafast Dynamic Contrast-Enhanced MRI: Comparison With Standard Kinetic Assessment. AJR Am J Roentgenol. 2016 Nov; 207(5):1159-1166. View in: PubMed

  8. Sadinski M, Karczmar G, Peng Y, Wang S, Jiang Y, Medved M, Yousuf A, Antic T, Oto A. Pilot Study of the Use of Hybrid Multidimensional T2-Weighted Imaging-DWI for the Diagnosis of Prostate Cancer and Evaluation of Gleason Score. AJR Am J Roentgenol. 2016 Sep; 207(3):592-8. View in: PubMed

  9. Ko K, Wang J, Perper S, Jiang Y, Yanez D, Kaverina N, Ai J, Liarski VM, Chang A, Peng Y, Lan L, Westmoreland S, Olson L, Giger ML, Chun Wang L, Clark MR. Bcl-2 as a Therapeutic Target in Human Tubulointerstitial Inflammation. Arthritis Rheumatol. 2016 11; 68(11):2740-2751. View in: PubMed

  10. Giger ML, Inciardi MF, Edwards A, Papaioannou J, Drukker K, Jiang Y, Brem R, Brown JB. Automated Breast Ultrasound in Breast Cancer Screening of Women With Dense Breasts: Reader Study of Mammography-Negative and Mammography-Positive Cancers. AJR Am J Roentgenol. 2016 Jun; 206(6):1341-50. View in: PubMed

  11. McCann SM, Jiang Y, Fan X, Wang J, Antic T, Prior F, VanderWeele D, Oto A. Quantitative Multiparametric MRI Features and PTEN Expression of Peripheral Zone Prostate Cancer: A Pilot Study. AJR Am J Roentgenol. 2016 Mar; 206(3):559-65. View in: PubMed

  12. Shang H, Jiang Y, Li F, MacMahon H, Wang J. ROC Curve for Extremely Subtle Lung Nodules on Chest Radiographs Confirmed by CT Scan. Acad Radiol. 2016 Mar; 23(3):297-303. View in: PubMed

  13. Liu H, Chen P, Wroblewski K, Hou P, Zhang CP, Jiang Y, Pu Y. Consistency of metabolic tumor volume of non-small-cell lung cancer primary tumor measured using 18F-FDG PET/CT at two different tracer uptake times. Nucl Med Commun. 2016 Jan; 37(1):50-6. View in: PubMed

  14. Zhang H, Wroblewski K, Jiang Y, Penney BC, Appelbaum D, Simon CA, Salgia R, Pu Y. A new PET/CT volumetric prognostic index for non-small cell lung cancer. Lung Cancer. 2015 Jul; 89(1):43-9. View in: PubMed

  15. Obara P, Liu H, Wroblewski K, Zhang CP, Hou P, Jiang Y, Chen P, Pu Y. Quantification of metabolic tumor activity and burden in patients with non-small-cell lung cancer: Is manual adjustment of semiautomatic gradient-based measurements necessary? Nucl Med Commun. 2015 Aug; 36(8):782-9. View in: PubMed

  16. Sadinski M, Medved M, Karademir I, Wang S, Peng Y, Jiang Y, Sammet S, Karczmar G, Oto A. Short-term reproducibility of apparent diffusion coefficient estimated from diffusion-weighted MRI of the prostate. Abdom Imaging. 2015 Oct; 40(7):2523-8. View in: PubMed

  17. Zur RM, Pesce LL, Jiang Y. Estimating screening-mammography receiver operating characteristic (ROC) curves from stratified random samples of screening mammograms: a simulation study. Acad Radiol. 2015 May; 22(5):580-90. View in: PubMed

  18. Hansford BG, Peng Y, Jiang Y, Vannier MW, Antic T, Thomas S, McCann S, Oto A. Dynamic Contrast-enhanced MR Imaging Curve-type Analysis: Is It Helpful in the Differentiation of Prostate Cancer from Healthy Peripheral Zone? Radiology. 2015 May; 275(2):448-57. View in: PubMed

  19. Hansford BG, Karademir I, Peng Y, Jiang Y, Karczmar G, Thomas S, Yousuf A, Antic T, Eggener S, Oto A. Dynamic contrast-enhanced MR imaging features of the normal central zone of the prostate. Acad Radiol. 2014 May; 21(5):569-77. View in: PubMed

  20. Liarski VM, Kaverina N, Chang A, Brandt D, Yanez D, Talasnik L, Carlesso G, Herbst R, Utset TO, Labno C, Peng Y, Jiang Y, Giger ML, Clark MR. Cell distance mapping identifies functional T follicular helper cells in inflamed human renal tissue. Sci Transl Med. 2014 Apr 02; 6(230):230ra46. View in: PubMed

  21. Peng Y, Jiang Y, Antic T, Giger ML, Eggener SE, Oto A. Validation of quantitative analysis of multiparametric prostate MR images for prostate cancer detection and aggressiveness assessment: a cross-imager study. Radiology. 2014 May; 271(2):461-71. View in: PubMed

  22. Karademir I, Shen D, Peng Y, Liao S, Jiang Y, Yousuf A, Karczmar G, Sammet S, Wang S, Medved M, Antic T, Eggener S, Oto A. Prostate volumes derived from MRI and volume-adjusted serum prostate-specific antigen: correlation with Gleason score of prostate cancer. AJR Am J Roentgenol. 2013 Nov; 201(5):1041-8. View in: PubMed

  23. Hansford BG, Peng Y, Jiang Y, Al-Ahmadie H, Eggener S, Yousuf A, Oto A. Revisiting the central gland anatomy via MRI: does the central gland extend below the level of verumontanum? J Magn Reson Imaging. 2014 Jan; 39(1):167-71. View in: PubMed

  24. Abe H, Schacht D, Kulkarni K, Shimauchi A, Yamaguchi K, Sennett CA, Jiang Y. Accuracy of axillary lymph node staging in breast cancer patients: an observer-performance study comparison of MRI and ultrasound. Acad Radiol. 2013 Nov; 20(11):1399-404. View in: PubMed

  25. Wang S, Peng Y, Medved M, Yousuf AN, Ivancevic MK, Karademir I, Jiang Y, Antic T, Sammet S, Oto A, Karczmar GS. Hybrid multidimensional T(2) and diffusion-weighted MRI for prostate cancer detection. J Magn Reson Imaging. 2014 Apr; 39(4):781-8. View in: PubMed

  26. Jiang Y. On the shape of the population ROC curve. Acad Radiol. 2013 Jul; 20(7):897-907. View in: PubMed

  27. Schmid-Tannwald C, Jiang Y, Dahi F, Rist C, Sethi I, Oto A. Diffusion-weighted MR imaging of focal liver lesions in the left and right lobes: is there a difference in ADC values? Acad Radiol. 2013 Apr; 20(4):440-5. View in: PubMed

  28. Soylu FN, Peng Y, Jiang Y, Wang S, Schmid-Tannwald C, Sethi I, Eggener S, Antic T, Oto A. Seminal vesicle invasion in prostate cancer: evaluation by using multiparametric endorectal MR imaging. Radiology. 2013 Jun; 267(3):797-806. View in: PubMed

  29. Peng Y, Jiang Y, Yang C, Brown JB, Antic T, Sethi I, Schmid-Tannwald C, Giger ML, Eggener SE, Oto A. Quantitative analysis of multiparametric prostate MR images: differentiation between prostate cancer and normal tissue and correlation with Gleason score--a computer-aided diagnosis development study. Radiology. 2013 Jun; 267(3):787-96. View in: PubMed

  30. Horsch K, Pesce LL, Giger ML, Metz CE, Jiang Y. A scaling transformation for classifier output based on likelihood ratio: applications to a CAD workstation for diagnosis of breast cancer. Med Phys. 2012 May; 39(5):2787-804. View in: PubMed

  31. Peng Y, Jiang Y, Eisengart L, Healy MA, Straus FH, Yang XJ. Computer-aided identification of prostatic adenocarcinoma: Segmentation of glandular structures. J Pathol Inform. 2011; 2:33. View in: PubMed

  32. Oto A, Kayhan A, Jiang Y, Tretiakova M, Yang C, Antic T, Dahi F, Shalhav AL, Karczmar G, Stadler WM. Prostate cancer: differentiation of central gland cancer from benign prostatic hyperplasia by using diffusion-weighted and dynamic contrast-enhanced MR imaging. Radiology. 2010 Dec; 257(3):715-23. View in: PubMed

  33. Zur RM, Pesce LL, Jiang Y. The effect of two priors on Bayesian estimation of "Proper" binormal ROC curves from common and degenerate datasets. Acad Radiol. 2010 Aug; 17(8):969-79. View in: PubMed

  34. Jiang Y, Metz CE. BI-RADS data should not be used to estimate ROC curves. Radiology. 2010 Jul; 256(1):29-31. View in: PubMed

  35. Zur RM, Jiang Y, Pesce LL, Drukker K. Noise injection for training artificial neural networks: a comparison with weight decay and early stopping. Med Phys. 2009 Oct; 36(10):4810-8. View in: PubMed

  36. Peng Y, Jiang Y, Chuang ST, Yang XJ. Computer-aided detection of prostate cancer on tissue sections. Appl Immunohistochem Mol Morphol. 2009 Oct; 17(5):442-50. View in: PubMed

  37. Jiang Y, Miglioretti DL, Metz CE, Schmidt RA. Breast cancer detection rate: designing imaging trials to demonstrate improvements. Radiology. 2007 May; 243(2):360-7. View in: PubMed

  38. Rana RS, Jiang Y, Schmidt RA, Nishikawa RM, Liu B. Independent evaluation of computer classification of malignant and benign calcifications in full-field digital mammograms. Acad Radiol. 2007 Mar; 14(3):363-70. View in: PubMed

  39. Jiang Y, Metz CE. A quadratic model for combining quantitative diagnostic assessments from radiologist and computer in computer-aided diagnosis. Acad Radiol. 2006 Feb; 13(2):140-51. View in: PubMed

  40. Jiang Y, Nishikawa RM, Schmidt RA, Metz CE. Comparison of independent double readings and computer-aided diagnosis (CAD) for the diagnosis of breast calcifications. Acad Radiol. 2006 Jan; 13(1):84-94. View in: PubMed

  41. Liu B, Metz CE, Jiang Y. Effect of correlation on combining diagnostic information from two images of the same patient. Med Phys. 2005 Nov; 32(11):3329-38. View in: PubMed

  42. Wei L, Yang Y, Nishikawa RM, Jiang Y. A study on several machine-learning methods for classification of malignant and benign clustered microcalcifications. IEEE Trans Med Imaging. 2005 Mar; 24(3):371-80. View in: PubMed

  43. Paquerault S, Yarusso LM, Papaioannou J, Jiang Y, Nishikawa RM. Radial gradient-based segmentation of mammographic microcalcifications: observer evaluation and effect on CAD performance. Med Phys. 2004 Sep; 31(9):2648-57. View in: PubMed

  44. Liu B, Metz CE, Jiang Y. An ROC comparison of four methods of combining information from multiple images of the same patient. Med Phys. 2004 Sep; 31(9):2552-63. View in: PubMed

  45. Jiang Y. Uncertainty in the output of artificial neural networks. IEEE Trans Med Imaging. 2003 Jul; 22(7):913-21. View in: PubMed

  46. Jiang Y. Computer-aided diagnosis of breast cancer in mammography: evidence and potential. Technol Cancer Res Treat. 2002 Jun; 1(3):211-6. View in: PubMed

  47. Kong J, Li XJ, Gavin D, Jiang Y, Li YC. Targeted expression of human vitamin d receptor in the skin promotes the initiation of the postnatal hair follicle cycle and rescues the alopecia in vitamin D receptor null mice. J Invest Dermatol. 2002 Apr; 118(4):631-8. View in: PubMed

  48. Jiang Y, Nishikawa RM, Schmidt RA, Toledano AY, Doi K. Potential of computer-aided diagnosis to reduce variability in radiologists' interpretations of mammograms depicting microcalcifications. Radiology. 2001 Sep; 220(3):787-94. View in: PubMed