Published on in Vol 11 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/37805, first published .
Practical Considerations for Developing Clinical Natural Language Processing Systems for Population Health Management and Measurement

Practical Considerations for Developing Clinical Natural Language Processing Systems for Population Health Management and Measurement

Practical Considerations for Developing Clinical Natural Language Processing Systems for Population Health Management and Measurement

Journals

  1. Afshar M, Adelaine S, Resnik F, Mundt M, Long J, Leaf M, Ampian T, Wills G, Schnapp B, Chao M, Brown R, Joyce C, Sharma B, Dligach D, Burnside E, Mahoney J, Churpek M, Patterson B, Liao F. Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults. JMIR Medical Informatics 2023;11:e44977 View
  2. Naseri H, Skamene S, Tolba M, Faye M, Ramia P, Khriguian J, David M, Kildea J. A Scalable Radiomics- and Natural Language Processing–Based Machine Learning Pipeline to Distinguish Between Painful and Painless Thoracic Spinal Bone Metastases: Retrospective Algorithm Development and Validation Study. JMIR AI 2023;2:e44779 View
  3. Pillai M, Griffin A, Kronk C, McCall T. Toward Community-Based Natural Language Processing (CBNLP): Cocreating With Communities. Journal of Medical Internet Research 2023;25:e48498 View
  4. Ahmad P, Liu Y, Khan K, Jiang T, Burhan U. BIR: Biomedical Information Retrieval System for Cancer Treatment in Electronic Health Record Using Transformers. Sensors 2023;23(23):9355 View
  5. McManus K, Stringer J, Corson N, Fodeh S, Steinhardt S, Levin F, Shotqara A, D’Auria J, Fielstein E, Gobbel G, Scott J, Trafton J, Taddei T, Erdos J, Tamang S. Deploying a national clinical text processing infrastructure. Journal of the American Medical Informatics Association 2023 View
  6. Huisman T, Huisman T. Artificial Intelligence in Newborn Medicine. Newborn 2024;3(2):96 View
  7. Klug K, Beckh K, Antweiler D, Chakraborty N, Baldini G, Laue K, Hosch R, Nensa F, Schuler M, Giesselbach S. From admission to discharge: a systematic review of clinical natural language processing along the patient journey. BMC Medical Informatics and Decision Making 2024;24(1) View
  8. Omar M, Naffaa M, Glicksberg B, Reuveni H, Nadkarni G, Klang E. Advancing rheumatology with natural language processing: insights and prospects from a systematic review. Rheumatology Advances in Practice 2024;8(4) View

Books/Policy Documents

  1. Kaushik S, Suhag D. Integrated Nanomaterials and their Applications. View