Machine learning approaches to identifying social determinants of health in electronic health record clinical notes Doctoral dissertation (PhD) in Carolina Health Informatics Program
Chapter 2: Developing a word embedding model approach for social determinants of health terminology expansion -Word2vec
Chapter 3: Identification of SDH using multi-label classification of EHR clinical notes -ML_models
Chapter 4: Comparison of text mining and machine learning approaches -ML_model_Chp4