People

Yuan Ji, PhD

RoBoT: a robust Bayesian hypothesis testing method for basket trials.
Zhou T, Ji Y. RoBoT: a robust Bayesian hypothesis testing method for basket trials. Biostatistics. 2021 Oct 13; 22(4):897-912.
PMID: 32061093

Multi-Stage Harmonization for Robust AI across Breast MR Databases.
Whitney HM, Li H, Ji Y, Liu P, Giger ML. Multi-Stage Harmonization for Robust AI across Breast MR Databases. Cancers (Basel). 2021 Sep 26; 13(19).
PMID: 34638294

Perfusion and Permeability MRI Predicts Future Cavernous Angioma Hemorrhage and Growth.
Sone JY, Hobson N, Srinath A, Romanos SG, Li Y, Carrión-Penagos J, Shkoukani A, Stadnik A, Piedad K, Lightle R, Moore T, DeBiasse D, Bi D, Shenkar R, Carroll T, Ji Y, Girard R, Awad IA. Perfusion and Permeability MRI Predicts Future Cavernous Angioma Hemorrhage and Growth. J Magn Reson Imaging. 2021 Sep 24.
PMID: 34558140

Perfusion and permeability as diagnostic biomarkers of cavernous angioma with symptomatic hemorrhage.
Sone JY, Li Y, Hobson N, Romanos SG, Srinath A, Lyne SB, Shkoukani A, Carrión-Penagos J, Stadnik A, Piedad K, Lightle R, Moore T, Li Y, Bi D, Shenkar R, Carroll T, Ji Y, Girard R, Awad IA. Perfusion and permeability as diagnostic biomarkers of cavernous angioma with symptomatic hemorrhage. J Cereb Blood Flow Metab. 2021 Nov; 41(11):2944-2956.
PMID: 34039038

Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI.
Hu Q, Whitney HM, Li H, Ji Y, Liu P, Giger ML. Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI. Radiol Artif Intell. 2021 May; 3(3):e200159.
PMID: 34235439

A Roadmap for Developing Plasma Diagnostic and Prognostic Biomarkers of Cerebral Cavernous Angioma With Symptomatic Hemorrhage (CASH).
Girard R, Li Y, Stadnik A, Shenkar R, Hobson N, Romanos S, Srinath A, Moore T, Lightle R, Shkoukani A, Akers A, Carroll T, Christoforidis GA, Koenig JI, Lee C, Piedad K, Greenberg SM, Kim H, Flemming KD, Ji Y, Awad IA. A Roadmap for Developing Plasma Diagnostic and Prognostic Biomarkers of Cerebral Cavernous Angioma With Symptomatic Hemorrhage (CASH). Neurosurgery. 2021 02 16; 88(3):686-697.
PMID: 33469662

Personalized Antibodies for Gastroesophageal Adenocarcinoma (PANGEA): A Phase II Study Evaluating an Individualized Treatment Strategy for Metastatic Disease.
Catenacci DVT, Moya S, Lomnicki S, Chase LM, Peterson BF, Reizine N, Alpert L, Setia N, Xiao SY, Hart J, Siddiqui UD, Hogarth DK, Eng OS, Turaga K, Roggin K, Posner MC, Chang P, Narula S, Rampurwala M, Ji Y, Karrison T, Liao CY, Polite BN, Kindler HL. Personalized Antibodies for Gastroesophageal Adenocarcinoma (PANGEA): A Phase II Study Evaluating an Individualized Treatment Strategy for Metastatic Disease. Cancer Discov. 2021 02; 11(2):308-325.
PMID: 33234578

Harmonization of radiomic features of breast lesions across international DCE-MRI datasets.
Whitney HM, Li H, Ji Y, Liu P, Giger ML. Harmonization of radiomic features of breast lesions across international DCE-MRI datasets. J Med Imaging (Bellingham). 2020 Jan; 7(1):012707.
PMID: 32206682

RoBoT: a robust Bayesian hypothesis testing method for basket trials.
Zhou T, Ji Y. RoBoT: a robust Bayesian hypothesis testing method for basket trials. Biostatistics. 2020 Feb 15.
PMID: 32061093

The evolutionary history of 2,658 cancers.
Gerstung M, Jolly C, Leshchiner I, Dentro SC, Gonzalez S, Rosebrock D, Mitchell TJ, Rubanova Y, Anur P, Yu K, Tarabichi M, Deshwar A, Wintersinger J, Kleinheinz K, Vázquez-García I, Haase K, Jerman L, Sengupta S, Macintyre G, Malikic S, Donmez N, Livitz DG, Cmero M, Demeulemeester J, Schumacher S, Fan Y, Yao X, Lee J, Schlesner M, Boutros PC, Bowtell DD, Zhu H, Getz G, Imielinski M, Beroukhim R, Sahinalp SC, Ji Y, Peifer M, Markowetz F, Mustonen V, Yuan K, Wang W, Morris QD. The evolutionary history of 2,658 cancers. Nature. 2020 02; 578(7793):122-128.
PMID: 32025013

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Elected Fellow
The American Statistical Association
2020

Mitchell Prize
ISBA
2015