AI-assisted Digital Pathology

high-throughput microscopies for automated disease diagnosis

References

2022

  1. overlap.png
    Increasing a microscope’s effective field of view via overlapped imaging and machine learning
    Xing Yao , Vinayak Pathak , Haoran Xi , Amey Chaware , Colin Cooke , Kanghyun Kim , Shiqi Xu, Yuting Li , and 3 more authors
    Optics Express, 2022
  2. covid_mil.png
    A multiple instance learning approach for detecting COVID-19 in peripheral blood smears
    Colin L Cooke , Kanghyun Kim , Shiqi Xu, Amey Chaware , Xing Yao , Xi Yang , Jadee Neff , Patricia Pittman , and 3 more authors
    PLOS Digital Health, 2022