1. Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups. (12th August 2021) Authors: Thompson, Hale M; Sharma, Brihat; Bhalla, Sameer; Boley, Randy; McCluskey, Connor; Dligach, Dmitriy; Churpek, Matthew M; Karnik, Niranjan S; Afshar, Majid Journal: Journal of the American Medical Informatics Association Issue: Volume 28:Number 11(2021) Page Start: 2393 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Development and application of a high throughput natural language processing architecture to convert all clinical documents in a clinical data warehouse into standardized medical vocabularies. (30th May 2019) Authors: Afshar, Majid; Dligach, Dmitriy; Sharma, Brihat; Cai, Xiaoyuan; Boyda, Jason; Birch, Steven; Valdez, Daniel; Zelisko, Suzan; Joyce, Cara; Modave, François; Price, Ron Journal: Journal of the American Medical Informatics Association Issue: Volume 26:Number 11(2019) Page Start: 1364 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Development and multimodal validation of a substance misuse algorithm for referral to treatment using artificial intelligence (SMART-AI): a retrospective deep learning study. Issue 6 (June 2022) Authors: Afshar, Majid; Sharma, Brihat; Dligach, Dmitriy; Oguss, Madeline; Brown, Randall; Chhabra, Neeraj; Thompson, Hale M; Markossian, Talar; Joyce, Cara; Churpek, Matthew M; Karnik, Niranjan S Journal: Lancet Issue: Volume 4:Issue 6(2022) Page Start: e426 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. External validation of a machine learning classifier to identify unhealthy alcohol use in hospitalized patients. (23rd November 2021) Authors: Lin, Yiqi; Sharma, Brihat; Thompson, Hale M.; Boley, Randy; Perticone, Kathryn; Chhabra, Neeraj; Afshar, Majid; Karnik, Niranjan S. Journal: Addiction Issue: Volume 117:Number 4(2022) Page Start: 925 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗