Combining HCI, Natural Language Processing, and Knowledge Discovery - Potential of IBM Content Analytics as an Assistive Technology in the Biomedical Field

@inproceedings{Holzinger2013CombiningHN,
  title={Combining HCI, Natural Language Processing, and Knowledge Discovery - Potential of IBM Content Analytics as an Assistive Technology in the Biomedical Field},
  author={Andreas Holzinger and C. Stocker and B. Ofner and G. Prohaska and Alberto Brabenetz and R. Hofmann-Wellenhof},
  booktitle={CHI-KDD},
  year={2013}
}
Medical professionals are confronted with a flood of big data most of it containing unstructured information. Such unstructured information is the subset of information, where the information itself describes parts of what constitutes as significant within it, or in other words - structure and information are not completely separable. The best example for such unstructured information is text. For many years, text mining has been an essential area of medical informatics. Although text can… Expand
52 Citations
Biomedical Text Mining: State-of-the-Art, Open Problems and Future Challenges
  • 56
  • PDF
Trends in Interactive Knowledge Discovery for Personalized Medicine: Cognitive Science meets Machine Learning
  • 50
  • PDF
Enhancing Patient Safety through Human-Computer Information Retrieval on the Example of German-Speaking Surgical Reports
  • 10
  • PDF
Visual Data Mining: Effective Exploration of the Biological Universe
  • 27
NLPReViz: an interactive tool for natural language processing on clinical text
  • 27
  • PDF
The Curative Power of Medical Data
  • 1
A hybrid solution for extracting structured medical information from unstructured data in medical records via a double-reading/entry system
  • Ligang Luo, L. Li, +4 authors L. Zhao
  • Computer Science, Medicine
  • BMC Medical Informatics and Decision Making
  • 2016
  • 26
Mining Unstructured Data in Software Repositories: Current and Future Trends
  • G. Bavota
  • Computer Science
  • 2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER)
  • 2016
  • 33
  • PDF
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 38 REFERENCES
Text analytics for life science using the Unstructured Information Management Architecture
  • 51
  • PDF
Quality-Based Knowledge Discovery from Medical Text on the Web
  • 40
Text analysis and knowledge mining system
  • 238
  • PDF
Status of text-mining techniques applied to biomedical text.
  • 117
Disease-Disease Relationships for Rheumatic Diseases: Web-Based Biomedical Textmining an Knowledge Discovery to Assist Medical Decision Making
  • 23
Supporting serendipity: Using ambient intelligence to augment user exploration for data mining and web browsing
  • R. Beale
  • Computer Science
  • Int. J. Hum. Comput. Stud.
  • 2007
  • 114
  • PDF
CASE‐BASED REASONING AND KNOWLEDGE DISCOVERY IN MEDICAL APPLICATIONS WITH TIME SERIES
  • 45
  • PDF
A Comparison of Different Retrieval Strategies Working on Medical Free Texts
  • 24
  • PDF
Naming notes: transitions from free text to structured entry.
  • 34
...
1
2
3
4
...