A Human-Centered Evaluation of a Deep Learning System Deployed in Clinics for the Detection of Diabetic Retinopathy

Emma Beede, Elizabeth Baylor, Fred Hersch, Anna Iurchenko, Lauren Wilcox, Paisan Ruamviboonsuk, Laura M. Vardoulakis. A Human-Centered Evaluation of a Deep Learning System Deployed in Clinics for the Detection of Diabetic Retinopathy. In Regina Bernhaupt, Florian 'Floyd' Mueller, David Verweij, Josh Andres, Joanna McGrenere, Andy Cockburn, Ignacio Avellino, Alix Goguey, Pernille Bjøn, Shengdong Zhao, Briane Paul Samson, Rafal Kocielnik, editors, CHI '20: CHI Conference on Human Factors in Computing Systems, Honolulu, HI, USA, April 25-30, 2020. pages 1-12, ACM, 2020. [doi]

@inproceedings{BeedeBHIWRV20,
  title = {A Human-Centered Evaluation of a Deep Learning System Deployed in Clinics for the Detection of Diabetic Retinopathy},
  author = {Emma Beede and Elizabeth Baylor and Fred Hersch and Anna Iurchenko and Lauren Wilcox and Paisan Ruamviboonsuk and Laura M. Vardoulakis},
  year = {2020},
  doi = {10.1145/3313831.3376718},
  url = {https://doi.org/10.1145/3313831.3376718},
  researchr = {https://researchr.org/publication/BeedeBHIWRV20},
  cites = {0},
  citedby = {0},
  pages = {1-12},
  booktitle = {CHI '20: CHI Conference on Human Factors in Computing Systems, Honolulu, HI, USA, April 25-30, 2020},
  editor = {Regina Bernhaupt and Florian 'Floyd' Mueller and David Verweij and Josh Andres and Joanna McGrenere and Andy Cockburn and Ignacio Avellino and Alix Goguey and Pernille Bjøn and Shengdong Zhao and Briane Paul Samson and Rafal Kocielnik},
  publisher = {ACM},
  isbn = {978-1-4503-6708-0},
}