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Artificial Intelligence in Healthcare

AI, Machine Learning, and Deep and Intelligent Medicine Simplified for Everyone

Academic Edition, Chapter 8 - References/Further Reading

 

  1. Davenport T, Kalakota R. The potential for artificial intelligence in healthcare. Future Healthc J. 2019 Jun;6(2):94–8.
  2. Top 14 use cases of natural language processing in healthcare [Internet]. Maruti Techlabs. 2019 [cited 2021 Sep 8]. Available from: https://marutitech.com/use-cases-of-natural-language-processing-in-healthcare/
  3. Bodnari A. Top 10 applications for healthcare NLP [Internet]. Medium. 2020 [cited 2021 Sep 8]. Available from: https://towardsdatascience.com/top-10-applications-for-healthcare-nlp-898877ae94f4
  4. Juhn Y, Liu H. Artificial intelligence approaches using natural language processing to advance EHR-based clinical research in Allergy, Asthma, and Immunology. J Allergy Clin Immunol. 2020 Feb;145(2):463–9.
  5. Natural language processing in healthcare | McKinsey [Internet]. [cited 2021 Sep 8]. Available from: https://www.mckinsey.com/industries/healthcare-systems-and-services/our-insights/natural-language-processing-in-healthcare
  6. Reyes-Ortiz JA, González-Beltrán BA, Gallardo-López L. Clinical decision support systems: a survey of NLP-based approaches from unstructured data. In2015 26th International Workshop on Database and Expert Systems Applications (DEXA) 2015 Sep 1 (pp. 163-167). IEEE.
  7. What is natural language processing? An introduction to nlp [Internet]. SearchEnterpriseAI. [cited 2021 Sep 8]. Available from: https://searchenterpriseai.techtarget.com/definition/natural-language-processing-NLP
  8. Barco TL, Kuchenbuch M, Garcelon N, Neuraz A, Nabbout R. Improving early diagnosis of rare diseases using Natural Language Processing in unstructured medical records: an illustration from Dravet syndrome. Orphanet J Rare Dis. 2021 Jul 13;16:309.
  9. Koleck TA, Dreisbach C, Bourne PE, Bakken S. Natural language processing of symptoms documented in free-text narratives of electronic health records: a systematic review. J Am Med Inform Assoc. 2019 Feb 6;26(4):364–79.
  10. Natural language processing in healthcare medical records [Internet]. ForeSee Medical. [cited 2021 Sep 8]. Available from: https://www.foreseemed.com/natural-language-processing-in-healthcare
  11. Chillakuru YR, Munjal S, Laguna B, Chen TL, Chaudhari GR, Vu T, et al. Development and web deployment of an automated neuroradiology MRI protocoling tool with natural language processing. BMC Med Inform Decis Mak. 2021 Jul 12;21:213.
  12. How healthcare nlp taps unstructured data’s potential [Internet]. [cited 2021 Sep 8]. Available from: https://www.healthcatalyst.com/insights/how-healthcare-nlp-taps-unstructured-datas-potential/
  13. Demner-Fushman D, Elhadad N. Aspiring to unintended consequences of natural language processing: a review of recent developments in clinical and consumer-generated text processing. Yearb Med Inform. 2016 Nov 10;(1):224–33.