Harnessing Biomedical Literature to Calibrate Clinicians’ Trust in AI Decision Support Systems

Author:

Yang Qian1ORCID,Hao Yuexing2ORCID,Quan Kexin3ORCID,Yang Stephen4ORCID,Zhao Yiran5ORCID,Kuleshov Volodymyr6ORCID,Wang Fei7ORCID

Affiliation:

1. Computing and Information Science, Cornell University, United States

2. Cornell University, United States

3. University of California, San Diego, United States

4. Information Science, Cornell University, United States

5. Information Science, Cornell Tech, United States

6. Computer Science, Cornell Tech, United States

7. Weill Cornell Medicine, United States

Publisher

ACM

Reference77 articles.

1. [n. d.]. Journal Club for iPhone/Android. https://wikijournalclub.org/app/ [n. d.]. Journal Club for iPhone/Android. https://wikijournalclub.org/app/

2. Alexis Allot , Yifan Peng , Chih-Hsuan Wei , Kyubum Lee , Lon Phan , and Zhiyong Lu. 2018. LitVar: a semantic search engine for linking genomic variant data in PubMed and PMC. Nucleic acids research 46 , W1 ( 2018 ), W530–W536. Alexis Allot, Yifan Peng, Chih-Hsuan Wei, Kyubum Lee, Lon Phan, and Zhiyong Lu. 2018. LitVar: a semantic search engine for linking genomic variant data in PubMed and PMC. Nucleic acids research 46, W1 (2018), W530–W536.

3. From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence

4. Daniel  M Bean , Honghan Wu , Ehtesham Iqbal , Olubanke Dzahini , Zina  M Ibrahim , Matthew Broadbent , Robert Stewart , and Richard  JB Dobson . 2017. Knowledge graph prediction of unknown adverse drug reactions and validation in electronic health records. Scientific reports 7, 1 ( 2017 ), 1–11. Daniel M Bean, Honghan Wu, Ehtesham Iqbal, Olubanke Dzahini, Zina M Ibrahim, Matthew Broadbent, Robert Stewart, and Richard JB Dobson. 2017. Knowledge graph prediction of unknown adverse drug reactions and validation in electronic health records. Scientific reports 7, 1 (2017), 1–11.

5. Mary Jo Bitner , Amy  L Ostrom , and Felicia  N Morgan . 2007 . Service Blueprinting: A Practical Technique for Service Innovation. (2007). Mary Jo Bitner, Amy L Ostrom, and Felicia N Morgan. 2007. Service Blueprinting: A Practical Technique for Service Innovation. (2007).

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