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Yulei Jiang

TitleAssociate Professor
InstitutionUniversity of Chicago
DepartmentRadiology-Basic Sciences
AddressChicago IL 60637
Phone+1 (773) 834-3467
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    Collapse Research 
    Collapse research activities and funding
    R01EB034517     (JIANG, YULEI)Feb 1, 2024 - Dec 31, 2027
    Development of a new weighted ROC (WROC) analysis - Resubmission - 1
    Role: Principal Investigator

    R21CA181885     (PU, YONGLIN)Sep 22, 2014 - Feb 28, 2018
    Developing a PET Volumetric Staging System for NSCLC: a Complement to TNM Staging
    Role: Co-Principal Investigator

    R21EB006466     (JIANG, YULEI)Jun 15, 2007 - May 31, 2010
    Computer-Aided Analysis of Histopathology Images of Prostate Cancer
    Role: Principal Investigator

    R21CA097308     (JIANG, YULEI)Jul 1, 2002 - Jun 30, 2005
    Neural Network Prediction of Prostate Cancer Progression
    Role: Principal Investigator

    R01CA092361     (JIANG, YULEI)Apr 1, 2002 - May 31, 2015
    Computer-Aided Diagnosis of Breast Lesions in Mammograms
    Role: Principal Investigator

    R21CA093989     (JIANG, YULEI)Mar 1, 2002 - Feb 28, 2005
    Estimating Neural Network Precision for Cancer Diagnosis
    Role: Principal Investigator

    R56CA092361     (JIANG, YULEI)Jul 11, 2001 - Jun 30, 2009
    Computer-Aided Diagnosis of Breast Lesions in Mammograms
    Role: Principal Investigator

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Jiang Y, Iuanow E, Malik B, Klock J. A Multireader Multicase (MRMC) Receiver Operating Characteristic (ROC) Study Evaluating Noninferiority of Quantitative Transmission (QT) Ultrasound to Digital Breast Tomosynthesis (DBT) on Detection and Recall of Breast Lesions. Acad Radiol. 2024 Jan 29. PMID: 38290888.
      Citations:    Fields:    
    2. Jiang Y, Edwards AV, Newstead GM. Artificial Intelligence Applied to Breast MRI for Improved Diagnosis. Radiology. 2021 01; 298(1):38-46. PMID: 33078996.
      Citations: 32     Fields:    Translation:Humans
    3. Jiang Y. Receiver Operating Characteristic (ROC) Analysis of Image Search-and-Localize Tasks. Acad Radiol. 2020 12; 27(12):1742-1750. PMID: 32033862.
      Citations: 1     Fields:    
    4. MacMahon H, Li F, Jiang Y, Armato SG. Response. Chest. 2019 10; 156(4):810-811. PMID: 31590714.
      Citations:    Fields:    Translation:Humans
    5. 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. PMID: 31039019.
      Citations: 10     Fields:    Translation:Humans
    6. 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. PMID: 30981723.
      Citations: 3     Fields:    Translation:Humans
    7. 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. PMID: 29792747.
      Citations: 13     Fields:    Translation:Humans
    8. 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. PMID: 27159593; PMCID: PMC5083145.
      Citations: 18     Fields:    Translation:HumansAnimalsCells
    9. 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. PMID: 27532897; PMCID: PMC6535046.
      Citations: 33     Fields:    Translation:Humans
    10. 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. PMID: 27352026; PMCID: PMC5074540.
      Citations: 11     Fields:    Translation:Humans
    11. 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. PMID: 27043979.
      Citations: 24     Fields:    Translation:Humans
    12. 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. PMID: 26901012.
      Citations: 28     Fields:    Translation:Humans
    13. 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. PMID: 26774737.
      Citations: 1     Fields:    Translation:Humans
    14. 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. PMID: 26426969; PMCID: PMC4654972.
      Citations: 6     Fields:    Translation:HumansCellsCTClinical Trials
    15. 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. PMID: 25805558; PMCID: PMC4918747.
      Citations: 16     Fields:    Translation:Humans
    16. 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. PMID: 25888358; PMCID: PMC6069606.
      Citations: 12     Fields:    Translation:HumansCTClinical Trials
    17. 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. PMID: 25936471; PMCID: PMC4457565.
      Citations: 9     Fields:    Translation:Humans
    18. 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. PMID: 25680522.
      Citations:    Fields:    Translation:HumansPHPublic Health
    19. 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. PMID: 25559231.
      Citations: 30     Fields:    Translation:Humans
    20. 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. PMID: 24703469.
      Citations: 6     Fields:    Translation:Humans
    21. 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. PMID: 24695686; PMCID: PMC4129446.
      Citations: 92     Fields:    Translation:HumansCells
    22. 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. PMID: 24533870.
      Citations: 29     Fields:    Translation:Humans
    23. 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. PMID: 24119352.
      Citations: 20     Fields:    Translation:Humans
    24. 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. PMID: 24147475; PMCID: PMC4354695.
      Citations: 15     Fields:    Translation:Humans
    25. 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. PMID: 24123318.
      Citations:    Fields:    Translation:Humans
    26. 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. PMID: 23908146; PMCID: PMC4251798.
      Citations: 22     Fields:    Translation:Humans
    27. Jiang Y. On the shape of the population ROC curve. Acad Radiol. 2013 Jul; 20(7):897-907. PMID: 23664003.
      Citations:    Fields:    Translation:Humans
    28. 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. PMID: 23498984.
      Citations: 7     Fields:    Translation:Humans
    29. 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. PMID: 23440325; PMCID: PMC6940014.
      Citations: 28     Fields:    Translation:Humans
    30. 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. PMID: 23392430; PMCID: PMC6940008.
      Citations: 86     Fields:    Translation:Humans
    31. 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. PMID: 22559651; PMCID: PMC3350543.
      Citations: 3     Fields:    Translation:Humans
    32. 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. PMID: 21845231; PMCID: PMC3153693.
      Citations: 10     
    33. 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. PMID: 20843992; PMCID: PMC6939960.
      Citations: 106     Fields:    Translation:Humans
    34. 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. PMID: 20605491; PMCID: PMC4398061.
      Citations:    Fields:    
    35. Jiang Y, Metz CE. BI-RADS data should not be used to estimate ROC curves. Radiology. 2010 Jul; 256(1):29-31. PMID: 20574083; PMCID: PMC2897690.
      Citations: 16     Fields:    Translation:Humans
    36. 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. PMID: 19928111; PMCID: PMC2771718.
      Citations: 20     Fields:    
    37. 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. PMID: 19417626; PMCID: PMC2836393.
      Citations: 4     Fields:    Translation:Humans
    38. 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. PMID: 17456866.
      Citations: 11     Fields:    Translation:HumansPHPublic Health
    39. 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. PMID: 17307670; PMCID: PMC3654797.
      Citations: 6     Fields:    Translation:Humans
    40. 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. PMID: 16428048.
      Citations: 2     Fields:    Translation:Humans
    41. 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. PMID: 16399036.
      Citations: 14     Fields:    Translation:Humans
    42. 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. PMID: 16372412.
      Citations: 7     Fields:    Translation:Humans
    43. 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. PMID: 15754987.
      Citations: 55     Fields:    Translation:Humans
    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. PMID: 15487738.
      Citations: 6     Fields:    
    45. 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. PMID: 15487748.
      Citations: 6     Fields:    Translation:Humans
    46. Jiang Y. Uncertainty in the output of artificial neural networks. IEEE Trans Med Imaging. 2003 Jul; 22(7):913-21. PMID: 12906245.
      Citations: 3     Fields:    Translation:Humans
    47. Jiang Y. Computer-aided diagnosis of breast cancer in mammography: evidence and potential. Technol Cancer Res Treat. 2002 Jun; 1(3):211-6. PMID: 12622514.
      Citations: 2     Fields:    Translation:Humans
    48. 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. PMID: 11918709.
      Citations: 14     Fields:    Translation:HumansAnimalsCells
    49. Jiang Y, Nishikawa RM, Schmidt RA, Toledano AY, Doi K, 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. PMID: 11526283.
      Citations: 22     Fields:    Translation:Humans
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