Published on in Vol 7, No 3 (2019): Jul-Sep

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/14499, first published .
Projection Word Embedding Model With Hybrid Sampling Training for Classifying ICD-10-CM Codes: Longitudinal Observational Study

Projection Word Embedding Model With Hybrid Sampling Training for Classifying ICD-10-CM Codes: Longitudinal Observational Study

Projection Word Embedding Model With Hybrid Sampling Training for Classifying ICD-10-CM Codes: Longitudinal Observational Study

Journals

  1. Weber C, Röschke L, Modersohn L, Lohr C, Kolditz T, Hahn U, Ammon D, Betz B, Kiehntopf M. Optimized Identification of Advanced Chronic Kidney Disease and Absence of Kidney Disease by Combining Different Electronic Health Data Resources and by Applying Machine Learning Strategies. Journal of Clinical Medicine 2020;9(9):2955 View
  2. Robinson P, Haendel M. Ontologies, Knowledge Representation, and Machine Learning for Translational Research: Recent Contributions. Yearbook of Medical Informatics 2020;29(01):159 View
  3. Lin C, Lee Y, Fang W, Lou Y, Kuo F, Lee C, Lin C. Deep Learning Algorithm for Management of Diabetes Mellitus via Electrocardiogram-Based Glycated Hemoglobin (ECG-HbA1c): A Retrospective Cohort Study. Journal of Personalized Medicine 2021;11(8):725 View
  4. Lin C, Lee Y, Wu F, Lin S, Hsu C, Lee C, Tsai D, Fang W. The Application of Projection Word Embeddings on Medical Records Scoring System. Healthcare 2021;9(10):1298 View
  5. Grant S, Soltani Panah A, McCosker A. Weight-Biased Language across 30 Years of Australian News Reporting on Obesity: Associations with Public Health Policy. Obesities 2022;2(1):103 View
  6. Zhou D, Gan Z, Shi X, Patwari A, Rush E, Bonzel C, Panickan V, Hong C, Ho Y, Cai T, Costa L, Li X, Castro V, Murphy S, Brat G, Weber G, Avillach P, Gaziano J, Cho K, Liao K, Lu J, Cai T. Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization. Journal of Biomedical Informatics 2022;133:104147 View