Research Interest
  • Computer vision
  • Deep learning and model interpretation
  • Multi-omics analysis strategy
  • Pathology image analysis

Publications

Featured Publications LegendFeatured Publications

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
Pathology Image Analysis Using Segmentation Deep Learning Algorithms.
Wang S, Yang DM, Rong R, Zhan X, Xiao G, Am. J. Pathol. 2019 Jun
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
Closing the gap: Contribution of surgical best practices to outcome differences between high- and low-volume centers for lung cancer resection.
von Itzstein MS, Lu R, Kernstine KH, Halm EA, Wang S, Xie Y, Gerber DE, Cancer Med 2020 Apr
Tumor neoantigenicity assessment with CSiN score incorporates clonality and immunogenicity to predict immunotherapy outcomes.
Lu T, Wang S, Xu L, Zhou Q, Singla N, Gao J, Manna S, Pop L, Xie Z, Chen M, Luke JJ, Brugarolas J, Hannan R, Wang T, Sci Immunol 2020 Feb 5 44
Mice With Increased Numbers of Polyploid Hepatocytes Maintain Regenerative Capacity but Develop Fewer Tumors Following Chronic Liver Injury.
Lin YH, Zhang S, Zhu M, Lu T, Chen K, Wen Z, Wang S, Xiao G, Luo D, Jia Y, Li L, MacConmara M, Hoshida Y, Singal A, Yopp A, Wang T, Zhu H, Gastroenterology 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
Type and case volume of health care facility influences survival and surgery selection in cases with early-stage non-small cell lung cancer.
Wang S, Lai S, von Itzstein MS, Yang L, Yang DM, Zhan X, Xiao G, Halm EA, Gerber DE, Xie Y, Cancer 2019 Sep
Validation of the 12-gene predictive signature for Adjuvant Chemotherapy Response in Lung Cancer.
Xie Y, Lu W, Wang S, Tang X, Tang H, Zhou Y, Moran C, Behrens C, Roth JA, Zhou Q, Johnson DH, Swisher SG, Heymach JV, Papadimitrakopoulou VA, Xiao G, Minna JD, Wistuba II Clin. Cancer Res. 2018 Oct