Common Machine Learning and Deep Learning Methods for Clinical Text Classification

Natural Language Processing (NLP) for Healthcare Using NLTK, spaCy, TF-IDF, Word Embedding with non-sequence and sequence modeling

With the advance of machine learning and deep learning algorithms, Natural Language Processing (NLP) becomes a hot topic in both AI research and applications because text (e.g., English sentences) is a major type of natural language data. For example, text frequently appears in healthcare datasets such as Electronic Health Records (EHR). There are many AI methods …

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