Harvard Catalyst Profiles

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Timothy A. Miller, Ph.D.


The research activities and funding listed below are automatically derived from NIH ExPORTER and other sources, which might result in incorrect or missing items. Faculty can login to make corrections and additions.
  1. R01LM012973 (MILLER, TIMOTHY A) Feb 7, 2019 - Jan 31, 2022
    Learning Universal Patient Representations from Clinical Text with Hierarchical Recurrent Neural Networks
    Role: Principal Investigator
  2. R21MD012693 (MILLER, TIMOTHY A) Sep 19, 2018 - Jun 30, 2021
    Improving Specialty Care Delivery in the Safety Net with Natural Language Processing
    Role: Principal Investigator
  3. R01LM012918 (MILLER, TIMOTHY A) Sep 1, 2018 - Jul 31, 2021
    Automated domain adaptation for clinical natural language processing
    Role: Principal Investigator

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
  1. Bitterman DS, Miller TA, Mak RH, Savova GK. Clinical Natural Language Processing for Radiation Oncology: A Review and Practical Primer. Int J Radiat Oncol Biol Phys. 2021 Feb 03. PMID: 33545300.
    Citations:    Fields:    
  2. Laparra E, Bethard S, Miller TA. Rethinking domain adaptation for machine learning over clinical language. JAMIA Open. 2020 Jul; 3(2):146-150. PMID: 32734151.
  3. Lin C, Bethard S, Dligach D, Sadeque F, Savova G, Miller TA. Does BERT need domain adaptation for clinical negation detection? J Am Med Inform Assoc. 2020 04 01; 27(4):584-591. PMID: 32044989.
    Citations: 2     Fields:    Translation:Humans
  4. Viani N, Miller TA, Napolitano C, Priori SG, Savova GK, Bellazzi R, Sacchi L. Supervised methods to extract clinical events from cardiology reports in Italian. J Biomed Inform. 2019 07; 95:103219. PMID: 31150777.
    Citations: 2     Fields:    Translation:Humans
  5. Miller T, Dligach D, Bethard S, Lin C, Savova G. Towards generalizable entity-centric clinical coreference resolution. J Biomed Inform. 2017 05; 69:251-258. PMID: 28438706.
    Citations: 3     Fields:    Translation:Humans
  6. Lin C, Dligach D, Miller TA, Bethard S, Savova GK. Multilayered temporal modeling for the clinical domain. J Am Med Inform Assoc. 2016 Mar; 23(2):387-95. PMID: 26521301.
    Citations: 16     Fields:    
  7. Lin C, Karlson EW, Dligach D, Ramirez MP, Miller TA, Mo H, Braggs NS, Cagan A, Gainer V, Denny JC, Savova GK. Automatic identification of methotrexate-induced liver toxicity in patients with rheumatoid arthritis from the electronic medical record. J Am Med Inform Assoc. 2015 Apr; 22(e1):e151-61. PMID: 25344930.
    Citations: 28     Fields:    Translation:Humans
  8. Pfiffner PB, Oh J, Miller TA, Mandl KD. ClinicalTrials.gov as a data source for semi-automated point-of-care trial eligibility screening. PLoS One. 2014; 9(10):e111055. PMID: 25334031.
    Citations: 7     Fields:    Translation:Humans
  9. Lin C, Karlson EW, Canhao H, Miller TA, Dligach D, Chen PJ, Perez RN, Shen Y, Weinblatt ME, Shadick NA, Plenge RM, Savova GK. Automatic prediction of rheumatoid arthritis disease activity from the electronic medical records. PLoS One. 2013; 8(8):e69932. PMID: 23976944.
    Citations: 30     Fields:    Translation:Humans
  10. Zheng J, Chapman WW, Miller TA, Lin C, Crowley RS, Savova GK. A system for coreference resolution for the clinical narrative. J Am Med Inform Assoc. 2012 Jul-Aug; 19(4):660-7. PMID: 22298565.
    Citations: 13     Fields:    Translation:Humans
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.