Published on in Vol 7 , No 2 (2019) :Apr-Jun

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/12109, first published .
Natural Language Processing for the Identification of Silent Brain Infarcts From Neuroimaging Reports

Natural Language Processing for the Identification of Silent Brain Infarcts From Neuroimaging Reports

Natural Language Processing for the Identification of Silent Brain Infarcts From Neuroimaging Reports

Journals

  1. Wen A, Fu S, Moon S, El Wazir M, Rosenbaum A, Kaggal V, Liu S, Sohn S, Liu H, Fan J. Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation. npj Digital Medicine 2019;2(1) View
  2. Fu S, Chen D, He H, Liu S, Moon S, Peterson K, Shen F, Wang L, Wang Y, Wen A, Zhao Y, Sohn S, Liu H. Clinical concept extraction: A methodology review. Journal of Biomedical Informatics 2020;109:103526 View
  3. Wheater E, Mair G, Sudlow C, Alex B, Grover C, Whiteley W. A validated natural language processing algorithm for brain imaging phenotypes from radiology reports in UK electronic health records. BMC Medical Informatics and Decision Making 2019;19(1) View
  4. Fu S, Lopes G, Pagali S, Thorsteinsdottir B, LeBrasseur N, Wen A, Liu H, Rocca W, Olson J, St. Sauver J, Sohn S, Newman A. Ascertainment of Delirium Status Using Natural Language Processing From Electronic Health Records. The Journals of Gerontology: Series A 2020 View
  5. Zhao Y, Fu S, Bielinski S, Decker P, Chamberlain A, Roger V, Liu H, Larson N. Using Natural Language Processing and Machine Learning to Identify Incident Stroke from Electronic Health Records (Preprint). Journal of Medical Internet Research 2020 View
  6. Leung L, Fu S, Luetmer P, Kallmes D, Madan N, Weinstein G, Lehman V, Rydberg C, Nelson J, Liu H, Kent D. Agreement between neuroimages and reports for natural language processing-based detection of silent brain infarcts and white matter disease. BMC Neurology 2021;21(1) View
  7. Casey A, Davidson E, Poon M, Dong H, Duma D, Grivas A, Grover C, Suárez-Paniagua V, Tobin R, Whiteley W, Wu H, Alex B. A systematic review of natural language processing applied to radiology reports. BMC Medical Informatics and Decision Making 2021;21(1) View
  8. Mastorakos G, Khurana A, Huang M, Fu S, Tafti A, Fan J, Liu H. Probing Patient Messages Enhanced by Natural Language Processing: A Top-Down Message Corpus Analysis. Health Data Science 2021;2021:1 View
  9. Canales L, Menke S, Marchesseau S, D’Agostino A, del Rio-Bermudez C, Taberna M, Tello J. Assessing the Performance of Clinical Natural Language Processing Systems: Development of an Evaluation Methodology. JMIR Medical Informatics 2021;9(7):e20492 View
  10. Kim C. An Implementation of Natural Language Processing and Text Mining in Stroke Research. Journal of the Korean Neurological Association 2021;39(3):121 View

Books/Policy Documents

  1. Moylett S. Big Data in Psychiatry #x0026; Neurology. View