Survey: Big Data Application in Biomedical Research
Explore this paper's citation graph
Summary
This survey will evaluate algorithms used in bio medical research for personalized precision medicine, dissect the characteristics that made breakthrough in improving the efficiency of the analytical tool and identify the possible applicability in other diseases.
- Type
- article
- Published
- 2018-02-24
- Cited by
- 2
- References
- 40
- OpenAlex
- https://openalex.org/W2772947454
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:4894829
Keywords
Biomedicine, Computer science, Leverage (statistics), Personalized medicine, Data science
References
- Big Data for Health
- Big Data - Smart Health Strategies
- Image to interpretation
- Big Data in Medicine Is Driving Big Changes
- Eliminating waste in US health care.
- IBM’s Health Analytics and Clinical Decision Support
- Addressing big data issues in Scientific Data Infrastructure
- Opportunities for Business Intelligence and Big Data Analytics in Evidence Based Medicine
- Accessing and Integrating Data and Knowledge for Biomedical Research
- Big data in biomedicine.
- Big Data: Are Biomedical and Health Informatics Training Programs Ready?
- Big Data
- Big Data: A Revolution That Will Transform How We Live, Work and Think. Viktor Mayer-Schnberger and Kenneth Cukier
- A Taxonomy and Library for Visualizing Learned Features in Convolutional Neural Networks
- Beginning Big Data with Power BI and Excel 2013
- Using Big Data to Discover Diagnostics and Therapeutics for Gastrointestinal and Liver Diseases
- Big data: A revolution that will transform how we live, work, and think, by Viktor Mayer-Schonberger and Kenneth Cukier
- Clinical Research Informatics for Big Data and Precision Medicine
- Machine Learning and Data Mining Methods in Diabetes Research
- Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology
Cited by
Related papers
- The future of precision medicine: towards a more predictive personalized medicine.
- TRANSFORMING HEALTHCARE WITH PRECISION MEDICINE: UNVEILING THE FUTURE OF PERSONALIZED TREATMENT
- Detecting Personalized Determinants During Drug Treatment from Omics Big Data.
- Genomic medicine on the frontier of precision medicine
- Precision Medicine: Tailoring Treatment to the Individual's Genomic Profile
- Prediction and Recommendation of Precision Medicine for Cancer using Machine Learning Techniques
- Precision medicine to personalize medicine in allergic airway disease