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Research in Artificial Intelligence for Rare Genetic Diseases

November 11, 2021 Sarika Kondra Leave a Comment

The number of AI-based research publications on rare diseases from 2010-2019.

There are over 7000 rare genetic disorders (RGD) and only 5% of them have FDA approved treatments. Though the number of RGDs is high, they are heterogenous and geographically disparate…. CONTINUE

Filed Under: Tech Tagged With: artificial intelligence, rare genetic disease, research, Sarika Kondra

Application of Natural Language Processing in Clinical Applications

October 14, 2021 Sarika Kondra Leave a Comment

Figure 3: Drug-Dosage-Frequency-Channel relations of using SparkNLP Healthcare model.

Natural Language Processing is a field of computational linguistics, computer science and more specially artificial intelligence (AI) that uses statistics, machine learning (ML) and deep learning (DL) techniques to understand… CONTINUE

Filed Under: Tech Tagged With: AI, artificial intelligence, big data, data, De-identification of records, dependency parsing, lemmatization, Named Entity Recognition, Natural Language Processing, Negation Detection, NLP, part-of-speech, Part-of-Speech Tagging, POS Tagging, Relation Extraction, Sarika Kondra, Sentence Tokenization, stemming, Stemming and Lemmatization, tokenization, unstructured data, Word Tokenization

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