Biomedical Text Mining

1. Biomedical literature mining and its components

Kalpana Raja

2. Text mining protocol to retrieve significant drug-gene interactions from PubMed abstracts

Sadhanha Anand, Oviya Ramalakshmi Iyyappan, Sharanya Manoharan, Dheepa Anand, Manonmani Alvin Jose, and Raja Ravi Shankar

3. A hybrid protocol for finding novel gene targets for various diseases using microarray expression data analysis and text mining

Sharanya Manoharan and Oviya Ramalakshmi Iyyappan

4. Finding gene associations by text mining and annotating it with Gene Ontology

Oviya Ramalakshmi Iyyappan and Sharanya Manoharan

5. Biomedical literature mining for repurposing laboratory tests

Finn Kuusisto, Ross Kleiman, and Jeremy Weiss

6. A simple computational approach to identify potential drugs for multiple sclerosis and cognitive disorders from expert curated resources

Kalpana Raja, Archana Prabahar, and Shyam Sundar Arputhanatham

7. Combining literature mining and machine learning for predicting biomedical discoveries

Balu Bhasuran

8. A Text Mining Protocol for Mining Biological Pathways and Regulatory Networks from Biomedical Literature

Sabenabanu Abdulkadhar and Jeyakumar Natarajan

9. Text mining and machine learning protocol for extracting human related protein phosphorylation information from PubMed

Krishnamurthy Arumugam and Raja Ravi Shankar

10. A text mining and machine learning protocol for extracting post translational modifications of proteins from PubMed: A special focus on glycosylation, acetylation, methylation, hydroxylation, and ubiquitination

Krishnamurthy Arumugam, Malathi Sellappan, Dheepa Anand, Sadhanha Anand, and Subhashini Vedagiri Radhakishnan

11. A hybrid protocol for identifying comorbidity-based potential drugs for COVID-19 using biomedical literature mining, network analysis, and deep learning

Archana Prabahar and Anbumathi Palanisamy

12. BioBERT and Similar Approaches for Relation Extraction

Balu Bhasuran

13. A text mining protocol for predicting drug-drug interaction and adverse drug reactions from PubMed articles

Mohamed Saleem Abdul Shukkoor, Kalpana Raja, and Mohamad Taufik Hidayat Bin Baharuldin

14. A text mining protocol for extracting drug-drug interaction and adverse drug reactions specific to patient population, pharmacokinetics, pharmacodynamics, and disease

Mohamed Saleem Abdul Shukkoor, Mohamad Taufik Hidayat Bin Baharuldin, and Kalpana Raja

15. Extracting significant comorbid diseases from MeSH index of PubMed

Dheepa Anand, Sharanya Manoharan, Oviya Ramalakshmi Iyyappan, Sadhanha Anand, and Kalpana Raja

16. Integration of transcriptomic data and metabolomic data using biomedical literature mining and pathway analysis

Archana Prabahar

Author: Kalpana Raja
Publisher: Humana
Published: 07/19/2022
Pages: 336
Binding Type: Hardcover
Weight: 1.76lbs
Size: 10.00h x 7.00w x 0.75d
ISBN: 9781071623046

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