Peter Chang

Title(s)Associate Professor, Radiological Sciences
SchoolSchool of Medicine
Address1001 Health Sciences Road
Irvine CA 92697-3950
Phone(949) 824-4449
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    1. Validation of a Deep Learning Tool for Detection of Incidental Vertebral Compression Fractures. J Comput Assist Tomogr. 2025 Jan 27. Dai M, Tiu BC, Schlossman J, Ayobi A, Castineira C, Kiewsky J, Avare C, Chaibi Y, Chang P, Chow D, Soun JE. PMID: 39876529.
      View in: PubMed   Mentions:    Fields:    
    2. Artificial Intelligence Efficacy as a Function of Trainee Interpreter Proficiency: Lessons from a Randomized Controlled Trial. AJNR Am J Neuroradiol. 2024 Nov 07; 45(11):1647-1654. Fussell DA, Tang CC, Sternhagen J, Marrey VV, Roman KM, Johnson J, Head MJ, Troutt HR, Li CH, Chang PD, Joseph J, Chow DS. PMID: 38906673; PMCID: PMC11543080.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    3. The RSNA Abdominal Traumatic Injury CT (RATIC) Dataset. Radiol Artif Intell. 2024 Nov; 6(6):e240101. Rudie JD, Lin HM, Ball RL, Jalal S, Prevedello LM, Nicolaou S, Marinelli BS, Flanders AE, Magudia K, Shih G, Davis MA, Mongan J, Chang PD, Berger FH, Hermans S, Law M, Richards T, Grunz JP, Kunz AS, Mathur S, Galea-Soler S, Chung AD, Afat S, Kuo CC, Aweidah L, Villanueva Campos A, Somasundaram A, Sanchez Tijmes FA, Jantarangkoon A, Kayat Bittencourt L, Brassil M, El Hajjami A, Dogan H, Becircic M, Bharatkumar AG, Júdice de Mattos Farina EM, Colak E, Dataset Curator Group, Dataset Contributor Group, Dataset Annotator Group. PMID: 39441109; PMCID: PMC11605137.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    4. Clinical, Cultural, Computational, and Regulatory Considerations to Deploy AI in Radiology: Perspectives of RSNA and MICCAI Experts. Radiol Artif Intell. 2024 Jul; 6(4):e240225. Linguraru MG, Bakas S, Aboian M, Chang PD, Flanders AE, Kalpathy-Cramer J, Kitamura FC, Lungren MP, Mongan J, Prevedello LM, Summers RM, Wu CC, Adewole M, Kahn CE. PMID: 38984986; PMCID: PMC11294958.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    5. Revolutionizing Shoulder MRI: Accelerated Imaging with Deep Learning Reconstruction. Radiology. 2024 01; 310(1):e233301. Chang PD, Chow DS. PMID: 38193840.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    6. Efficient and Accurate Computed Tomography-Based Stone Volume Determination: Development of an Automated Artificial Intelligence Algorithm. J Urol. 2024 Feb; 211(2):256-265. Cumpanas AD, Chantaduly C, Morgan KL, Shao W, Gorgen ARH, Tran CM, Wu YX, McCormac A, Tano ZE, Patel RM, Chang P, Landman J, Clayman RV. PMID: 37889957.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    7. Deep Learning Approach for Differentiating Etiologies of Pediatric Retinal Hemorrhages: A Multicenter Study. Int J Mol Sci. 2023 Oct 12; 24(20). Khosravi P, Huck NA, Shahraki K, Hunter SC, Danza CN, Kim SY, Forbes BJ, Dai S, Levin AV, Binenbaum G, Chang PD, Suh DW. PMID: 37894785; PMCID: PMC10606803.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    8. Impact of an automated large vessel occlusion detection tool on clinical workflow and patient outcomes. Front Neurol. 2023; 14:1179250. Soun JE, Zolyan A, McLouth J, Elstrott S, Nagamine M, Liang C, Dehkordi-Vakil FH, Chu E, Floriolli D, Kuoy E, Joseph J, Abi-Jaoudeh N, Chang PD, Yu W, Chow DS. PMID: 37305764; PMCID: PMC10248058.
      View in: PubMed   Mentions: 5  
    9. Methamphetamine use increases the risk of cerebral small vessel disease in young patients with acute ischemic stroke. Sci Rep. 2023 05 25; 13(1):8494. Zhu Z, Vanderschelden B, Lee SJ, Blackwill H, Shafie M, Soun JE, Chow D, Chang P, Stradling D, Qian T, Yu W. PMID: 37231082; PMCID: PMC10212921.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    10. Artificial Intelligence for Improved Hepatosplenomegaly Diagnosis. Curr Probl Diagn Radiol. 2023 Nov-Dec; 52(6):501-504. Rao S, Glavis-Bloom J, Bui TL, Afzali K, Bansal R, Carbone J, Fateri C, Roth B, Chan W, Kakish D, Cortes G, Wang P, Meraz J, Chantaduly C, Chow DS, Chang PD, Houshyar R. PMID: 37277270.
      View in: PubMed   Mentions:    Fields:    
    11. Editorial: Metabolism-based omics integrations, biosensors, and molecular mechanisms in human cancers. Front Oncol. 2023; 13:1159545. Yang YF, Tsai KW, Chang PM, Chang YC. PMID: 37007146; PMCID: PMC10062387.
      View in: PubMed   Mentions:
    12. Head-to-head comparison of commercial artificial intelligence solutions for detection of large vessel occlusion at a comprehensive stroke center. Front Neurol. 2022; 13:1026609. Schlossman J, Ro D, Salehi S, Chow D, Yu W, Chang PD, Soun JE. PMID: 36299266; PMCID: PMC9588973.
      View in: PubMed   Mentions: 7  
    13. Point-of-Care Brain MRI: Preliminary Results from a Single-Center Retrospective Study. Radiology. 2022 12; 305(3):666-671. Kuoy E, Glavis-Bloom J, Hovis G, Yep B, Biswas A, Masudathaya LA, Norrick LA, Limfueco J, Soun JE, Chang PD, Chu E, Akbari Y, Yaghmai V, Fox JC, Yu W, Chow DS. PMID: 35916678; PMCID: PMC9713449.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    14. Efficacy of cetuximab-containing regimens in the treatment of recurrent/metastatic head and neck cancer after progression to immune checkpoint inhibitors. J Chin Med Assoc. 2022 06 01; 85(6):687-692. Lai CL, Chen TH, Chang PM, Tai SK, Chu PY, Yang MH. PMID: 35507025.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    15. Aldolase A and Phospholipase D1 Synergistically Resist Alkylating Agents and Radiation in Lung Cancer. Front Oncol. 2021; 11:811635. Chang YC, Chang PM, Li CH, Chan MH, Lee YJ, Chen MH, Hsiao M. PMID: 35127525; PMCID: PMC8813753.
      View in: PubMed   Mentions: 1  
    16. Artificial Intelligence Assessment of Renal Scarring (AIRS Study). Kidney360. 2022 01 27; 3(1):83-90. Chantaduly C, Troutt HR, Perez Reyes KA, Zuckerman JE, Chang PD, Lau WL. PMID: 35368566; PMCID: PMC8967621.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    17. Outcomes of Artificial Intelligence Volumetric Assessment of Kidneys and Renal Tumors for Preoperative Assessment of Nephron-Sparing Interventions. J Endourol. 2021 09; 35(9):1411-1418. Houshyar R, Glavis-Bloom J, Bui TL, Chahine C, Bardis MD, Ushinsky A, Liu H, Bhatter P, Lebby E, Fujimoto D, Grant W, Tran-Harding K, Landman J, Chow DS, Chang PD. PMID: 33847156.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    18. Segmentation of the Prostate Transition Zone and Peripheral Zone on MR Images with Deep Learning. Radiol Imaging Cancer. 2021 05; 3(3):e200024. Bardis M, Houshyar R, Chantaduly C, Tran-Harding K, Ushinsky A, Chahine C, Rupasinghe M, Chow D, Chang P. PMID: 33929265; PMCID: PMC8189171.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    19. Validation of a Deep Learning Tool in the Detection of Intracranial Hemorrhage and Large Vessel Occlusion. Front Neurol. 2021; 12:656112. McLouth J, Elstrott S, Chaibi Y, Quenet S, Chang PD, Chow DS, Soun JE. PMID: 33995252; PMCID: PMC8116960.
      View in: PubMed   Mentions: 31  
    20. Avelumab plus standard-of-care chemoradiotherapy versus chemoradiotherapy alone in patients with locally advanced squamous cell carcinoma of the head and neck: a randomised, double-blind, placebo-controlled, multicentre, phase 3 trial. Lancet Oncol. 2021 04; 22(4):450-462. Lee NY, Ferris RL, Psyrri A, Haddad RI, Tahara M, Bourhis J, Harrington K, Chang PM, Lin JC, Razaq MA, Teixeira MM, Lövey J, Chamois J, Rueda A, Hu C, Dunn LA, Dvorkin MV, De Beukelaer S, Pavlov D, Thurm H, Cohen E. PMID: 33794205.
      View in: PubMed   Mentions: 221     Fields:    Translation:CTClinical Trials
    21. ALDH2 deficiency induces atrial fibrillation through dysregulated cardiac sodium channel and mitochondrial bioenergetics: A multi-omics analysis. Biochim Biophys Acta Mol Basis Dis. 2021 05 01; 1867(5):166088. Hu YF, Wu CH, Lai TC, Chang YC, Hwang MJ, Chang TY, Weng CH, Chang PM, Chen CH, Mochly-Rosen D, Huang CF, Chen SA. PMID: 33515676; PMCID: PMC8168427.
      View in: PubMed   Mentions: 9     Fields:    Translation:AnimalsCells
    22. Predictive Values of Location and Volumetric MRI Injury Patterns for Neurodevelopmental Outcomes in Hypoxic-Ischemic Encephalopathy Neonates. Brain Sci. 2020 Dec 16; 10(12). Chang PD, Chow DS, Alber A, Lin YK, Youn YA. PMID: 33339156; PMCID: PMC7765589.
      View in: PubMed   Mentions: 10  
    23. Automatic Detection and Segmentation of Breast Cancer on MRI Using Mask R-CNN Trained on Non-Fat-Sat Images and Tested on Fat-Sat Images. Acad Radiol. 2022 01; 29 Suppl 1:S135-S144. Zhang Y, Chan S, Park VY, Chang KT, Mehta S, Kim MJ, Combs FJ, Chang P, Chow D, Parajuli R, Mehta RS, Lin CY, Chien SH, Chen JH, Su MY. PMID: 33317911; PMCID: PMC8192591.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    24. Development and external validation of a prognostic tool for COVID-19 critical disease. PLoS One. 2020; 15(12):e0242953. Chow DS, Glavis-Bloom J, Soun JE, Weinberg B, Loveless TB, Xie X, Mutasa S, Monuki E, Park JI, Bota D, Wu J, Thompson L, Boden-Albala B, Khan S, Amin AN, Chang PD. PMID: 33296357; PMCID: PMC7725393.
      View in: PubMed   Mentions: 15     Fields:    Translation:HumansCells
    25. Integrating Eye Tracking and Speech Recognition Accurately Annotates MR Brain Images for Deep Learning: Proof of Principle. Radiol Artif Intell. 2021 Jan; 3(1):e200047. Stember JN, Celik H, Gutman D, Swinburne N, Young R, Eskreis-Winkler S, Holodny A, Jambawalikar S, Wood BJ, Chang PD, Krupinski E, Bagci U. PMID: 33842890; PMCID: PMC7845782.
      View in: PubMed   Mentions: 7     Fields:    
    26. A 3D-2D Hybrid U-Net Convolutional Neural Network Approach to Prostate Organ Segmentation of Multiparametric MRI. AJR Am J Roentgenol. 2021 01; 216(1):111-116. Ushinsky A, Bardis M, Glavis-Bloom J, Uchio E, Chantaduly C, Nguyentat M, Chow D, Chang PD, Houshyar R. PMID: 32812797.
      View in: PubMed   Mentions: 27     Fields:    Translation:Humans
    27. Prediction of breast cancer molecular subtypes on DCE-MRI using convolutional neural network with transfer learning between two centers. Eur Radiol. 2021 Apr; 31(4):2559-2567. Zhang Y, Chen JH, Lin Y, Chan S, Zhou J, Chow D, Chang P, Kwong T, Yeh DC, Wang X, Parajuli R, Mehta RS, Wang M, Su MY. PMID: 33001309; PMCID: PMC8547260.
      View in: PubMed   Mentions: 35     Fields:    Translation:Humans
    28. Updates on Deep Learning and Glioma: Use of Convolutional Neural Networks to Image Glioma Heterogeneity. Neuroimaging Clin N Am. 2020 Nov; 30(4):493-503. Chow DS, Khatri D, Chang PD, Zlochower A, Boockvar JA, Filippi CG. PMID: 33038999.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    29. Impact of COVID-19 on Acute Stroke Presentation at a Comprehensive Stroke Center. Front Neurol. 2020; 11:850. Nagamine M, Chow DS, Chang PD, Boden-Albala B, Yu W, Soun JE. PMID: 32922355; PMCID: PMC7456804.
      View in: PubMed   Mentions: 17  
    30. Applications of Artificial Intelligence to Prostate Multiparametric MRI (mpMRI): Current and Emerging Trends. Cancers (Basel). 2020 May 11; 12(5). Bardis MD, Houshyar R, Chang PD, Ushinsky A, Glavis-Bloom J, Chahine C, Bui TL, Rupasinghe M, Filippi CG, Chow DS. PMID: 32403240; PMCID: PMC7281682.
      View in: PubMed   Mentions: 24  
    31. Cerebral Microbleeds in a Stroke Prevention Clinic. Diagnostics (Basel). 2019 Dec 30; 10(1). Cho AH, Wadi L, Chow D, Chang P, Floriolli D, Shah K, Paganini-Hill A, Fisher M. PMID: 31905954; PMCID: PMC7168200.
      View in: PubMed   Mentions: 2  
    32. Deep Learning for Detection of Complete Anterior Cruciate Ligament Tear. J Digit Imaging. 2019 12; 32(6):980-986. Chang PD, Wong TT, Rasiej MJ. PMID: 30859341; PMCID: PMC6841825.
      View in: PubMed   Mentions: 45     Fields:    Translation:Humans
    33. Clinical, pathophysiologic, and genomic analysis of the outcomes of primary head and neck malignancy after pulmonary metastasectomy. Sci Rep. 2019 09 09; 9(1):12913. Lu HJ, Hsieh CC, Yeh CC, Yeh YC, Wu CC, Wang FS, Lai JM, Yang MH, Wang CH, Huang CF, Chang PM. PMID: 31501464; PMCID: PMC6733860.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    34. Optimizing Neuro-Oncology Imaging: A Review of Deep Learning Approaches for Glioma Imaging. Cancers (Basel). 2019 Jun 14; 11(6). Shaver MM, Kohanteb PA, Chiou C, Bardis MD, Chantaduly C, Bota D, Filippi CG, Weinberg B, Grinband J, Chow DS, Chang PD. PMID: 31207930; PMCID: PMC6627902.
      View in: PubMed   Mentions: 36  
    35. Automatic Breast and Fibroglandular Tissue Segmentation in Breast MRI Using Deep Learning by a Fully-Convolutional Residual Neural Network U-Net. Acad Radiol. 2019 11; 26(11):1526-1535. Zhang Y, Chen JH, Chang KT, Park VY, Kim MJ, Chan S, Chang P, Chow D, Luk A, Kwong T, Su MY. PMID: 30713130; PMCID: PMC6669125.
      View in: PubMed   Mentions: 37     Fields:    Translation:Humans
    36. Pembrolizumab for recurrent/metastatic head and neck squamous cell carcinoma in an Asian population. Medicine (Baltimore). 2017 Dec; 96(52):e9519. Chen WC, Chu PY, Lee YT, Lu WB, Liu CY, Chang PM, Yang MH. PMID: 29384959; PMCID: PMC6392576.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    37. Imaging Genetic Heterogeneity in Glioblastoma and Other Glial Tumors: Review of Current Methods and Future Directions. AJR Am J Roentgenol. 2018 Jan; 210(1):30-38. Chow D, Chang P, Weinberg BD, Bota DA, Grinband J, Filippi CG. PMID: 28981352.
      View in: PubMed   Mentions: 32     Fields:    Translation:Humans
    38. The assessment of anticoagulant activity to predict bleeding outcome in atrial fibrillation patients receiving dabigatran etexilate. Blood Coagul Fibrinolysis. 2016 Jun; 27(4):389-95. Chang YT, Hu YF, Liao JN, Chern CM, Lin YJ, Chang SL, Wu CH, Sung SH, Wang KL, Lu TM, Chao TF, Lo LW, Hsu LC, Chung CP, Chang PM, Hsu WH, Chiou CW, Chen SA. PMID: 26991859.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    39. Cisplatin/Tegafur/Uracil/Irinotecan Triple Combination Therapy for Recurrent/Metastatic Head and Neck Squamous Cell Carcinoma: A Phase I/II Clinical Study. Oncologist. 2016 05; 21(5):537-8. Chen SC, Chang PM, Yang MH. PMID: 27091418; PMCID: PMC4861372.
      View in: PubMed   Mentions: 1     Fields:    Translation:HumansCTClinical Trials
    40. High neuroendocrine component is a factor for poor prognosis in gastrointestinal high-grade malignant mixed adenoneuroendocrine neoplasms. J Chin Med Assoc. 2015 Aug; 78(8):454-9. Chen MH, Kuo YJ, Yeh YC, Lin YC, Tzeng CH, Liu CY, Chang PM, Chen MH, Jeng YM, Chao Y. PMID: 26002564.
      View in: PubMed   Mentions: 16     Fields:    Translation:Humans
    41. Modified weekly cisplatin-based chemotherapy is acceptable in postoperative concurrent chemoradiotherapy for locally advanced head and neck cancer. Biomed Res Int. 2015; 2015:307576. Lu HJ, Yang CC, Wang LW, Chu PY, Tai SK, Chen MH, Yang MH, Chang PM. PMID: 25793192; PMCID: PMC4352419.
      View in: PubMed   Mentions: 8     Fields:    Translation:HumansCTClinical Trials
    42. Cisplatin-based chemotherapy versus cetuximab in concurrent chemoradiotherapy for locally advanced head and neck cancer treatment. Biomed Res Int. 2014; 2014:904341. Hu MH, Wang LW, Lu HJ, Chu PY, Tai SK, Lee TL, Chen MH, Yang MH, Chang PM. PMID: 25110705; PMCID: PMC4109223.
      View in: PubMed   Mentions: 19     Fields:    Translation:HumansCTClinical Trials
    43. Retroperitoneal fibrosis in IgG4-related disease. J Clin Rheumatol. 2014 Apr; 20(3):175-6. Wang WH, Chou CT, Chang PM, Yang CF, Chen WS. PMID: 24662563.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    44. Predisposing factors, management, and prognostic evaluation of acute carotid blowout syndrome. J Vasc Surg. 2013 Nov; 58(5):1226-35. Lu HJ, Chen KW, Chen MH, Chu PY, Tai SK, Wang LW, Chang PM, Yang MH. PMID: 23958069.
      View in: PubMed   Mentions: 23     Fields:    Translation:Humans
    45. Expression of GOLM1 correlates with prognosis in human hepatocellular carcinoma. Ann Surg Oncol. 2013 Dec; 20 Suppl 3:S616-24. Chen MH, Jan YH, Chang PM, Chuang YJ, Yeh YC, Lei HJ, Hsiao M, Huang SF, Huang CY, Chau GY. PMID: 23838921.
      View in: PubMed   Mentions: 19     Fields:    Translation:Humans
    46. A preclinical evaluation of antimycin a as a potential antilung cancer stem cell agent. Evid Based Complement Alternat Med. 2013; 2013:910451. Yeh CT, Su CL, Huang CY, Lin JK, Lee WH, Chang PM, Kuo YL, Liu YW, Wang LS, Wu CH, Shieh YS, Jan YH, Chuang YJ, Hsiao M, Wu AT. PMID: 23840269; PMCID: PMC3693105.
      View in: PubMed   Mentions: 15  
    47. Serum albumin is an important prognostic factor for carotid blowout syndrome. Jpn J Clin Oncol. 2013 May; 43(5):532-9. Lu HJ, Chen KW, Chen MH, Chu PY, Tai SK, Tzeng CH, Chang PM, Yang MH. PMID: 23532187.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    48. Comparison of Nintendo Wii and PlayStation2 for enhancing laparoscopic skills. JSLS. 2012 Oct-Dec; 16(4):612-8. Ju R, Chang PL, Buckley AP, Wang KC. PMID: 23484573; PMCID: PMC3558901.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    49. Gene expression-based chemical genomics identifies heat-shock protein 90 inhibitors as potential therapeutic drugs in cholangiocarcinoma. Cancer. 2013 Jan 15; 119(2):293-303. Chen MH, Lin KJ, Yang WL, Kao YW, Chen TW, Chao SC, Chang PM, Liu CY, Tzeng CH, Chao Y, Chen MH, Yeh CN, Huang CY. PMID: 22810956.
      View in: PubMed   Mentions: 15     Fields:    Translation:HumansAnimalsCells
    50. Evaluation of prognostic factors and the role of chemotherapy in unfavorable carcinoma of unknown primary site: a 10-year cohort study. BMC Res Notes. 2012 Jan 26; 5:70. Chen KW, Liu CJ, Lu HJ, Tzeng CH, Liu JH, Chiou TJ, Yen CC, Wang WS, Chao TC, Teng HW, Chen MH, Liu CY, Chang PM, Yang MH. PMID: 22280526; PMCID: PMC3331815.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    51. Methotrexate and leucovorin double-modulated 5-fluorouracil combined with cisplatin (MPFL) in metastatic/recurrent head and neck cancer. J Chin Med Assoc. 2008 Jul; 71(7):336-41. Chang PM, Teng HW, Chen PM, Chang SY, Chu PY, Tsai TL, Tai SK, Wang YF, Huang JL, Yang MH. PMID: 18653395.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
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