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Author/Creator Dligach, Dmitriy

1. A scoping review of publicly available language tasks in clinical natural language processing. (3rd August 2022)

Authors:
Gao, Yanjun; Dligach, Dmitriy; Christensen, Leslie; Tesch, Samuel; Laffin, Ryan; Xu, Dongfang; Miller, Timothy; Uzuner, Ozlem; Churpek, Matthew M; Afshar, Majid
Journal:
Journal of the American Medical Informatics Association
Issue:
Volume 29:Number 10(2022)
Page Start:
1797
Record Type:
Journal Article
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Available online (eLD content is only available in our Reading Rooms) ↗

3. Association between aspirin dose and subarachnoid hemorrhage from saccular aneurysms: A case-control study. (18th September 2018)

Authors:
Can, Anil; Rudy, Robert F.; Castro, Victor M.; Yu, Sheng; Dligach, Dmitriy; Finan, Sean; Gainer, Vivian; Shadick, Nancy A.; Savova, Guergana; Murphy, Shawn; Cai, Tianxi; Weiss, Scott T.; Du, Rose
Journal:
Neurology
Issue:
Volume 91:Number 12(2018)
Page Start:
Record Type:
Journal Article
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Available online (eLD content is only available in our Reading Rooms) ↗

4. Association of intracranial aneurysm rupture with smoking duration, intensity, and cessation. (26th September 2017)

Authors:
Can, Anil; Castro, Victor M.; Ozdemir, Yildirim H.; Dagen, Sarajune; Yu, Sheng; Dligach, Dmitriy; Finan, Sean; Gainer, Vivian; Shadick, Nancy A.; Murphy, Shawn; Cai, Tianxi; Savova, Guergana; Dammers, Ruben; Weiss, Scott T.; Du, Rose
Journal:
Neurology
Issue:
Volume 89:Number 13(2017)
Page Start:
Record Type:
Journal Article
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Available online (eLD content is only available in our Reading Rooms) ↗

5. Automatic identification of methotrexate-induced liver toxicity in patients with rheumatoid arthritis from the electronic medical record. Issue Volume 22:Issue e1(2015:Apr.)Special (24th October 2014)

Authors:
Lin, Chen; Karlson, Elizabeth W; Dligach, Dmitriy; Ramirez, Monica P; Miller, Timothy A; Mo, Huan; Braggs, Natalie S; Cagan, Andrew; Gainer, Vivian; Denny, Joshua C; Savova, Guergana K
Journal:
Journal of the American Medical Informatics Association
Issue:
Volume 22:Issue e1(2015:Apr.)Special
Page Start:
e151
Record Type:
Journal Article
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Available online (eLD content is only available in our Reading Rooms) ↗

6. 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
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Available online (eLD content is only available in our Reading Rooms) ↗

8. 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
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Available online (eLD content is only available in our Reading Rooms) ↗

9. 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
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Available online (eLD content is only available in our Reading Rooms) ↗