Pauline Yi

Title(s)HS Assistant Clinical Professor, Medicine
SchoolMedicine
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    1. Deciphering musculoskeletal artificial intelligence for clinical applications: how do I get started? Skeletal Radiol. 2021 Jun 30. Mutasa S, Yi PH. PMID: 34191083.
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    2. Leadership Titles in Radiology: Usage of Non-Inclusive Terminology among Academic Radiology Departments and Societies. Acad Radiol. 2021 Jun 08. Shan A, Lin CT, Daye D, Yi PH. PMID: 34116925.
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    3. Radiology "forensics": determination of age and sex from chest radiographs using deep learning. Emerg Radiol. 2021 Jun 05. Yi PH, Wei J, Kim TK, Shin J, Sair HI, Hui FK, Hager GD, Lin CT. PMID: 34089126.
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    4. Deep learning detection of subtle fractures using staged algorithms to mimic radiologist search pattern. Skeletal Radiol. 2021 Feb 12. Ren M, Yi PH. PMID: 33576861.
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    5. DeepCAT: Deep Computer-Aided Triage of Screening Mammography. J Digit Imaging. 2021 Feb; 34(1):27-35. Yi PH, Singh D, Harvey SC, Hager GD, Mullen LA. PMID: 33432446.
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    6. Refining dataset curation methods for deep learning-based automated tuberculosis screening. J Thorac Dis. 2020 Sep; 12(9):5078-5085. Kim TK, Yi PH, Hager GD, Lin CT. PMID: 33145084.
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    7. Imaging of Periprosthetic Fractures of the Hip and Knee. Semin Roentgenol. 2021 Jan; 56(1):90-105. Yi PH, Della Valle CJ, Fishman EK, Fritz J. PMID: 33422187.
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    8. Can AI outperform a junior resident? Comparison of deep neural network to first-year radiology residents for identification of pneumothorax. Emerg Radiol. 2020 Aug; 27(4):367-375. Yi PH, Kim TK, Yu AC, Bennett B, Eng J, Lin CT. PMID: 32643070.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    9. Generalizability of Deep Learning Tuberculosis Classifier to COVID-19 Chest Radiographs: New Tricks for an Old Algorithm? J Thorac Imaging. 2020 Jul; 35(4):W102-W104. Yi PH, Kim TK, Lin CT. PMID: 32427650.
      View in: PubMed   Mentions: 8     Fields:    Translation:HumansCellsPHPublic Health
    10. Saline lavage after a "dry tap". Bone Joint J. 2020 Jun; 102-B(6_Supple_A):138-144. Heckmann ND, Nahhas CR, Yang J, Della Valle CJ, Yi PH, Culvern CN, Gerlinger TL, Nam D. PMID: 32475286.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCells
    11. Deep Learning and Transfer Learning for Optic Disc Laterality Detection: Implications for Machine Learning in Neuro-Ophthalmology. J Neuroophthalmol. 2020 06; 40(2):178-184. Liu TYA, Ting DSW, Yi PH, Wei J, Zhu H, Subramanian PS, Li T, Hui FK, Hager GD, Miller NR. PMID: 31453913.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    12. Automated detection and classification of shoulder arthroplasty models using deep learning. Skeletal Radiol. 2020 Oct; 49(10):1623-1632. Yi PH, Kim TK, Wei J, Li X, Hager GD, Sair HI, Fritz J. PMID: 32415371.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    13. Reply to "Progress in Improving Readability of RadiologyInfo.org". AJR Am J Roentgenol. 2020 05; 214(5):W79. Yi PH, Bange M. PMID: 32319806.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    14. Evaluation of Musculoskeletal Radiology Fellowship Websites. Curr Probl Diagn Radiol. 2021 May-Jun; 50(3):379-383. Cleary MX, Yi PH, Ahlawat S. PMID: 32209299.
      View in: PubMed   Mentions:    Fields:    
    15. Comparison of powered drill & manual bone biopsy systems: Does the diagnostic yield justify the cost? J Clin Neurosci. 2020 Mar; 73:125-129. Huh EH, Yi PH, Ray DM, Hsu LCH, Hui FK, Khan M. PMID: 31992515.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    16. Automated detection & classification of knee arthroplasty using deep learning. Knee. 2020 Mar; 27(2):535-542. Yi PH, Wei J, Kim TK, Sair HI, Hui FK, Hager GD, Fritz J, Oni JK. PMID: 31883760.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    17. Deep Learning Method for Automated Classification of Anteroposterior and Posteroanterior Chest Radiographs. J Digit Imaging. 2019 12; 32(6):925-930. Kim TK, Yi PH, Wei J, Shin JW, Hager G, Hui FK, Sair HI, Lin CT. PMID: 30972585.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    18. Hypoalbuminemia is a risk factor for predicting early postoperative complications after proximal humerus fracture fixation. J Orthop. 2020 May-Jun; 19:106-110. Vora M, Sing DC, Yi PH, Cheah JW, Li X. PMID: 32025114.
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    19. Postoperative Spinal CT: What the Radiologist Needs to Know. Radiographics. 2019 Oct; 39(6):1840-1861. Ghodasara N, Yi PH, Clark K, Fishman EK, Farshad M, Fritz J. PMID: 31589573.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    20. Readability of Patient Education Materials From RadiologyInfo.org: Has There Been Progress Over the Past 5 Years? AJR Am J Roentgenol. 2019 10; 213(4):875-879. Bange M, Huh E, Novin SA, Hui FK, Yi PH. PMID: 31386570.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    21. Insurance Status Affects Complication Rates After Total Hip Arthroplasty. J Am Acad Orthop Surg. 2019 Jul 01; 27(13):e606-e611. Veltre DR, Sing DC, Yi PH, Endo A, Curry EJ, Smith EL, Li X. PMID: 31232798.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    22. Automated semantic labeling of pediatric musculoskeletal radiographs using deep learning. Pediatr Radiol. 2019 07; 49(8):1066-1070. Yi PH, Kim TK, Wei J, Shin J, Hui FK, Sair HI, Hager GD, Fritz J. PMID: 31041454.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    23. Patient Attitudes Toward Resident and Fellow Participation in Orthopedic Surgery. J Arthroplasty. 2019 Sep; 34(9):1884-1888.e5. Nahhas CR, Yi PH, Culvern C, Cross MB, Akhavan S, Johnson SR, Nunley RM, Bozic KJ, Della Valle CJ. PMID: 31133429.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    24. Readability of Spanish-Language Patient Education Materials From RadiologyInfo.org. J Am Coll Radiol. 2019 Aug; 16(8):1108-1113. Novin SA, Huh EH, Bange MG, Hui FK, Yi PH. PMID: 30956087.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    25. High Failure at a Minimum 5-Year Follow-Up in Primary Total Hip Arthroplasty Using a Modular Femoral Trunnion. J Arthroplasty. 2019 07; 34(7):1395-1399. Nahhas CR, Yi PH, Moric M, Puri R, Jacobs JJ, Sporer SM. PMID: 30982763.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    26. Otolaryngology Residency Interviewing Dates and Practices: What Should an Applicant Expect? Laryngoscope. 2019 10; 129(10):2280-2285. Lee AH, Liao R, Young P, Yi PH, Reh D, Eisele DW, Hillel AT. PMID: 30569459.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    27. Reaching across the aisle: Cross-disciplinary collaboration in otolaryngology research. Laryngoscope. 2019 08; 129(8):1800-1805. Kim SJ, Choi WK, Lee AH, Yi PH, Boss E. PMID: 30569501.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    28. Readability of Online Information Related to Pediatric Radiation Safety From Societal Websites. AJR Am J Roentgenol. 2018 11; 211(5):1128-1134. Yi PH, Yi MM, Nguyen JC. PMID: 30240293.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    29. Diagnostic accuracy of an abbreviated MRI protocol for detecting radiographically occult hip and pelvis fractures in the elderly. Skeletal Radiol. 2019 Jan; 48(1):103-108. Ross AB, Chan BY, Yi PH, Repplinger MD, Vanness DJ, Lee KS. PMID: 29915937.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    30. Primary Hip and Knee Arthroplasty in a Safety Net Hospital: Substance Abuse and Other Factors Affecting Short-term Complications. J Arthroplasty. 2018 09; 33(9):3003-3008. Jergesen HE, Thielen ZP, Roever JA, Vashon TT, Wu HH, Yi PH. PMID: 29853309.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    31. Minimally Invasive Spine Surgery: Analyzing Internet-based Education Material. Clin Spine Surg. 2018 04; 31(3):E166-E170. Bryant J, Mohan R, Koottappillil B, Wong K, Yi PH. PMID: 29315116.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    32. Hypoalbuminemia Is Associated With Septic Revisions After Primary Surgery and Postoperative Infection After Revision Surgery. Spine (Phila Pa 1976). 2018 03 15; 43(6):454-460. Khanna K, Yi PH, Sing DC, Geiger E, Metz LN. PMID: 29016434.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    33. Ultrasonography as a Diagnostic, Therapeutic, and Research Tool in Orthopaedic Surgery. J Am Acad Orthop Surg. 2018 Mar 15; 26(6):187-196. Li X, Yi PH, Curry EJ, Murakami AM. PMID: 29517623.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    34. Insurance Status Affects In-Hospital Complication Rates After Total Knee Arthroplasty. Orthopedics. 2018 May 01; 41(3):e340-e347. Veltre DR, Yi PH, Sing DC, Curry EJ, Endo A, Smith EL, Li X. PMID: 29494747.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    35. Artificial Intelligence and Radiology: Collaboration Is Key. J Am Coll Radiol. 2018 05; 15(5):781-783. Yi PH, Hui FK, Ting DSW. PMID: 29398492.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    36. Potential Sex Bias Exists in Orthopaedic Basic Science and Translational Research. J Bone Joint Surg Am. 2018 Jan 17; 100(2):124-130. Bryant J, Yi P, Miller L, Peek K, Lee D. PMID: 29342062.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    37. A classification-based approach to the patella in revision total knee arthroplasty. Arthroplast Today. 2017 Dec; 3(4):264-268. Tetreault MW, Gross CE, Yi PH, Bohl DD, Sporer SM, Della Valle CJ. PMID: 29204494.
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    38. Readability of Patient Education Materials From the Web Sites of Orthopedic Implant Manufacturers. J Arthroplasty. 2017 12; 32(12):3568-3572. Yi MM, Yi PH, Hussein KI, Cross MB, Della Valle CJ. PMID: 28750856.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    39. Readability of Orthopedic Trauma Patient Education Materials on the Internet. Am J Orthop (Belle Mead NJ). 2017 May/Jun; 46(3):E190-E194. Mohan R, Yi PH, Morshed S. PMID: 28666048.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    40. Variability in conflict of interest disclosures by physicians presenting trauma research. World J Orthop. 2017 Apr 18; 8(4):329-335. Wong K, Yi PH, Mohan R, Choo KJ. PMID: 28473961.
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    41. Length of Endoprosthetic Reconstruction in Revision Knee Arthroplasty Is Associated With Complications and Reoperations. Clin Orthop Relat Res. 2017 Jan; 475(1):72-79. Barry JJ, Thielen Z, Sing DC, Yi PH, Hansen EN, Ries M. PMID: 27093862.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    42. Aseptic Lymphocytic-Dominated Vasculitis-Associated Lesions Scores Do Not Correlate With Metal Ion Levels or Unreadable Synovial Fluid White Blood Cell Counts. J Arthroplasty. 2017 04; 32(4):1340-1343. Plummer DR, Yi PH, Jacobs JJ, Urban RM, Moric MM, Della Valle CJ. PMID: 27979408.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    43. Perceived Leg-Length Discrepancy After Primary Total Knee Arthroplasty: Does Knee Alignment Play a Role? Am J Orthop (Belle Mead NJ). 2016 Nov/Dec; 45(7):E429-E433. Goldstein ZH, Yi PH, Batko B, Kearns S, Tetreault MW, Levine BR, Della Valle CJ, Sporer SM. PMID: 28005109.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    44. The risk of nerve injury during anatomical and reverse total shoulder arthroplasty: an intraoperative neuromonitoring study. J Shoulder Elbow Surg. 2016 Jul; 25(7):1122-7. Parisien RL, Yi PH, Hou L, Li X, Jawa A. PMID: 27283371.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    45. Variable Reporting by Authors Presenting Arthroplasty Research at Multiple Annual Conferences. J Arthroplasty. 2017 01; 32(1):315-319. Choo KJ, Yi PH, Burns R, Mohan R, Wong K. PMID: 27369303.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    46. Readability of Spine-Related Patient Education Materials From Leading Orthopedic Academic Centers. Spine (Phila Pa 1976). 2016 May; 41(9):E561-5. Ryu JH, Yi PH. PMID: 26641845.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    47. Patient Attitudes Toward Orthopedic Surgeon Ownership of Related Ancillary Businesses. J Arthroplasty. 2016 08; 31(8):1635-1640.e4. Yi PH, Cross MB, Johnson SR, Rasinski KA, Nunley RM, Della Valle CJ. PMID: 26897493.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    48. Early Complications in Hip and Knee Arthroplasties in a Safety Net Hospital vs a University Center. J Arthroplasty. 2016 Apr; 31(4):754-8. Jergesen HE, Yi PH. PMID: 26654489.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    49. Readability of Orthopaedic Oncology-related Patient Education Materials Available on the Internet. J Am Acad Orthop Surg. 2015 Dec; 23(12):783-8. Shah AK, Yi PH, Stein A. PMID: 26519430.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    50. Are Financial Conflicts of Interest for the Surgeon A Source of Concern for the Patient? J Arthroplasty. 2015 Sep; 30(9 Suppl):21-33. Yi PH, Cross MB, Johnson SR, Rasinski KA, Nunley RM, Della Valle CJ. PMID: 26122110.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    51. Bilateral extensor mechanism disruption after total knee arthroplasty in two morbidly obese patients. Orthopedics. 2015 May; 38(5):e443-6. Goldstein ZH, Yi PH, Haughom BD, Hellman MD, Levine BR. PMID: 25970375.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    52. Reply to the letter to the editor: the 2013 Frank Stinchfield award: diagnosis of infection in the early postoperative period after total hip arthroplasty. Clin Orthop Relat Res. 2015 Jun; 473(6):2152-3. Yi PH, Cross MB, Della Valle CJ. PMID: 25791444.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    53. Do serologic and synovial tests help diagnose infection in revision hip arthroplasty with metal-on-metal bearings or corrosion? Clin Orthop Relat Res. 2015 Feb; 473(2):498-505. Yi PH, Cross MB, Moric M, Levine BR, Sporer SM, Paprosky WG, Jacobs JJ, Della Valle CJ. PMID: 25171935.
      View in: PubMed   Mentions: 22     Fields:    Translation:HumansCells
    54. Treatment of proximal humerus fractures: comparison of shoulder and trauma surgeons. Am J Orthop (Belle Mead NJ). 2015 Feb; 44(2):77-81. Jawa A, Yi PH, Boykin RE, Gardner MJ, Gerber C, Lorich DG, Walch G, Warner JJ. PMID: 25658076.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    55. Evaluating online information regarding the direct anterior approach for total hip arthroplasty. J Arthroplasty. 2015 May; 30(5):803-7. Mohan R, Yi PH, Hansen EN. PMID: 25697892.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    56. Is potential malnutrition associated with septic failure and acute infection after revision total joint arthroplasty? Clin Orthop Relat Res. 2015 Jan; 473(1):175-82. Yi PH, Frank RM, Vann E, Sonn KA, Moric M, Della Valle CJ. PMID: 24867449.
      View in: PubMed   Mentions: 16     Fields:    Translation:Humans
    57. Comment on "perioperative administration of selective cyclooxygenase-2 inhibitors for postoperative pain management in patients after total knee arthroplasty". J Arthroplasty. 2015 Apr; 30(4):718. Yi PH, Haughom BD, Hansen EN. PMID: 25468782.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    58. Readability of patient education materials from the AAHS. Hand (N Y). 2014 Sep; 9(3):393-4. Yi PH, Chang MM, Haughom BD, Jawa A. PMID: 25191174.
      View in: PubMed   Mentions: 3     Fields:    
    59. An analysis of references used for the Orthopaedic In-Training Examination: what are their levels of evidence and journal impact factors? Clin Orthop Relat Res. 2014 Dec; 472(12):4024-32. Haughom BD, Goldstein Z, Hellman MD, Yi PH, Frank RM, Levine BR. PMID: 25156901.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    60. Injury patterns and outcomes of open fractures of the proximal ulna do not differ from closed fractures. Clin Orthop Relat Res. 2014 Jul; 472(7):2100-4. Yi PH, Weening AA, Shin SR, Hussein KI, Tornetta P, Jawa A. PMID: 24504649.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    61. Resident involvement does not influence complication after total hip arthroplasty: an analysis of 13,109 cases. J Arthroplasty. 2014 Oct; 29(10):1919-24. Haughom BD, Schairer WW, Hellman MD, Yi PH, Levine BR. PMID: 24997650.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    62. Readability of sports medicine-related patient education materials from the American Academy of Orthopaedic Surgeons and the American Orthopaedic Society for Sports Medicine. Am J Orthop (Belle Mead NJ). 2014 Apr; 43(4):E65-8. Ganta A, Yi PH, Hussein K, Frank RM. PMID: 24730006.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    63. Does resident involvement impact post-operative complications following primary total knee arthroplasty? An analysis of 24,529 cases. J Arthroplasty. 2014 Jul; 29(7):1468-1472.e2. Haughom BD, Schairer WW, Hellman MD, Yi PH, Levine BR. PMID: 24726182.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    64. Are short fully coated stems adequate for "simple" femoral revisions? Clin Orthop Relat Res. 2014 Feb; 472(2):577-83. Tetreault MW, Shukla SK, Yi PH, Sporer SM, Della Valle CJ. PMID: 23846608.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    65. The 2013 Frank Stinchfield Award: Diagnosis of infection in the early postoperative period after total hip arthroplasty. Clin Orthop Relat Res. 2014 Feb; 472(2):424-9. Yi PH, Cross MB, Moric M, Sporer SM, Berger RA, Della Valle CJ. PMID: 23884798.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    66. External Iliac Artery Injury from Migrated Antibiotic Hip Spacer: A Case Report. JBJS Case Connect. 2013 Aug 14; 3(3 Suppl 3):e80-e5. Yi PH, Haughom BD, Sporer SM. PMID: 29252266.
      View in: PubMed   Mentions: 1     Fields:    
    67. Readability of arthroscopy-related patient education materials from the American Academy of Orthopaedic Surgeons and Arthroscopy Association of North America Web sites. Arthroscopy. 2013 Jun; 29(6):1108-12. Yi PH, Ganta A, Hussein KI, Frank RM, Jawa A. PMID: 23726111.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    68. MLL Rearrangment and EVI1 Deletion in BCR/ABL1 Positive Chronic Myeloid Leukemia. J Assoc Genet Technol. 2013; 39(4):190-4. Ivanov A, Sukhanova M, Raul T, Borinets O, Hui W, Aggarwal V, Raca G. PMID: 26051484.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    69. Behavior, knowledge, and attitudes towards khat among Yemeni medical students and effects of a seminar. Subst Abus. 2012; 33(4):373-7. Yi PH, Kim JS, Hussein KI, Saitz R. PMID: 22989281.
      View in: PubMed   Mentions: 1     Fields:    Translation:HumansAnimals
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