Research Interest
  • Digital Pathology
  • Health Informatics
  • Machine Learning
  • Magnetic resonance imaging
  • Natural Language Processing

Publications

Featured Publications LegendFeatured Publications

Association of Healthcare Access With Intensive Care Unit Utilization and Mortality in Patients of Hispanic Ethnicity Hospitalized With COVID-19.
Velasco F, Yang DM, Zhang M, Nelson T, Sheffield T, Keller T, Wang Y, Walker C, Katterapalli C, Zimmerman K, Masica A, Lehmann CU, Xie Y, Hollingsworth JW, J Hosp Med 2021 11 16 11 659-666
Development of a Data Model and Data Commons for Germ Cell Tumors.
Ci B, Yang DM, Krailo M, Xia C, Yao B, Luo D, Zhou Q, Xiao G, Xu L, Skapek SX, Murray MM, Amatruda JF, Klosterkemper L, Shaikh F, Faure-Conter C, Fresneau B, Volchenboum SL, Stoneham S, Lopes LF, Nicholson J, Frazier AL, Xie Y, JCO Clin Cancer Inform 2020 Jun 4 555-566
Oxygen-Sensitive MRI: A Predictive Imaging Biomarker for Tumor Radiation Response?
Arai TJ, Yang DM, Campbell JW, Chiu T, Cheng X, Stojadinovic S, Peschke P, Mason RP, Int J Radiat Oncol Biol Phys 2021 Aug 110 5 1519-1529
Spatial molecular profiling: platforms, applications and analysis tools.
Zhang M, Sheffield T, Zhan X, Li Q, Yang DM, Wang Y, Wang S, Xie Y, Wang T, Xiao G, Brief Bioinform 2021 May 22 3
A deep learning-based model for screening and staging pneumoconiosis.
Zhang L, Rong R, Li Q, Yang DM, Yao B, Luo D, Zhang X, Zhu X, Luo J, Liu Y, Yang X, Ji X, Liu Z, Xie Y, Sha Y, Li Z, Xiao G, Sci Rep 2021 Jan 11 1 2201
Upfront Brain Treatments Followed by Lung Surgery Improves Survival for Stage IV Non-small Cell Lung Cancer Patients With Brain Metastases: A Large Cohort Analysis.
He X, Yin S, Liu H, Lu R, Kernstine K, Gerber DE, Xie Y, Yang DM, Front Surg 2021 8 649531
Molecular differences across invasive lung adenocarcinoma morphological subgroups.
Ci B, Yang DM, Cai L, Yang L, Girard L, Fujimoto J, Wistuba II, Xie Y, Minna JD, Travis W, Xiao G, Translational lung cancer research 2020 Aug 9 4 1029-1040
Computational staining of pathology images to study the tumor microenvironment in lung cancer.
Wang S, Rong R, Yang DM, Fujimoto J, Yan S, Cai L, Yang L, Luo D, Behrens C, Parra ER, Yao B, Xu L, Wang T, Zhan X, Wistuba II, Minna J, Xie Y, Xiao G, Cancer Res. 2020 Jan
ConvPath: A software tool for lung adenocarcinoma digital pathological image analysis aided by a convolutional neural network.
Wang S, Wang T, Yang L, Yang DM, Fujimoto J, Yi F, Luo X, Yang Y, Yao B, Lin S, Moran C, Kalhor N, Weissferdt A, Minna J, Xie Y, Wistuba II, Mao Y, Xiao G, EBioMedicine 2019 Nov
Artificial Intelligence in Lung Cancer Pathology Image Analysis.
Wang S, Yang DM, Rong R, Zhan X, Fujimoto J, Liu H, Minna J, Wistuba II, Xie Y, Xiao G, Cancers (Basel) 2019 Oct 11 11