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Authors: Timothy A Miller
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Journal Article
Lessons learned on information retrieval in electronic health records: a comparison of embedding models and pooling strategies
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Skatje Myers and others
Journal of the American Medical Informatics Association, Volume 32, Issue 2, February 2025, Pages 357–364, https://doi.org/10.1093/jamia/ocae308
Published: 20 December 2024
Journal Article
Generalizable clinical note section identification with large language models Open Access
Weipeng Zhou and Timothy A Miller
in
JAMIA Open
JAMIA Open, Volume 7, Issue 3, October 2024, ooae075, https://doi.org/10.1093/jamiaopen/ooae075
Published: 13 August 2024
Journal Article
FEATURED
Cumulus: a federated electronic health record-based learning system powered by Fast Healthcare Interoperability Resources and artificial intelligence
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Andrew J McMurry and others
Journal of the American Medical Informatics Association, Volume 31, Issue 8, August 2024, Pages 1638–1647, https://doi.org/10.1093/jamia/ocae130
Published: 11 June 2024
Journal Article
Improving model transferability for clinical note section classification models using continued pretraining
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Weipeng Zhou and others
Journal of the American Medical Informatics Association, Volume 31, Issue 1, January 2024, Pages 89–97, https://doi.org/10.1093/jamia/ocad190
Published: 19 September 2023
Journal Article
A computable case definition for patients with SARS-CoV2 testing that occurred outside the hospital Open Access
Lijing Wang and others
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JAMIA Open
JAMIA Open, Volume 6, Issue 3, October 2023, ooad047, https://doi.org/10.1093/jamiaopen/ooad047
Published: 05 July 2023
Journal Article
Classifying unstructured electronic consult messages to understand primary care physician specialty information needs
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Xiyu Ding and others
Journal of the American Medical Informatics Association, Volume 29, Issue 9, September 2022, Pages 1607–1617, https://doi.org/10.1093/jamia/ocac092
Published: 25 June 2022
Journal Article
Experiences implementing scalable, containerized, cloud-based NLP for extracting biobank participant phenotypes at scale Open Access
Timothy A Miller and others
in
JAMIA Open
JAMIA Open, Volume 3, Issue 2, July 2020, Pages 185–189, https://doi.org/10.1093/jamiaopen/ooaa016
Published: 22 May 2020
Journal Article
Rethinking domain adaptation for machine learning over clinical language Open Access
Egoitz Laparra and others
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JAMIA Open
JAMIA Open, Volume 3, Issue 2, July 2020, Pages 146–150, https://doi.org/10.1093/jamiaopen/ooaa010
Published: 13 April 2020
Journal Article
Does BERT need domain adaptation for clinical negation detection?
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Chen Lin and others
Journal of the American Medical Informatics Association, Volume 27, Issue 4, April 2020, Pages 584–591, https://doi.org/10.1093/jamia/ocaa001
Published: 11 February 2020
Journal Article
Multilayered temporal modeling for the clinical domain
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Chen Lin and others
Journal of the American Medical Informatics Association, Volume 23, Issue 2, March 2016, Pages 387–395, https://doi.org/10.1093/jamia/ocv113
Published: 31 October 2015
Journal Article
Automatic identification of methotrexate-induced liver toxicity in patients with rheumatoid arthritis from the electronic medical record
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Chen Lin and others
Journal of the American Medical Informatics Association, Volume 22, Issue e1, April 2015, Pages e151–e161, https://doi.org/10.1136/amiajnl-2014-002642
Published: 24 October 2014
Journal Article
A system for coreference resolution for the clinical narrative
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Jiaping Zheng and others
Journal of the American Medical Informatics Association, Volume 19, Issue 4, July 2012, Pages 660–667, https://doi.org/10.1136/amiajnl-2011-000599
Published: 31 January 2012