Graph Learning and Network Science for Natural Language Processing

10 Study of Current Learning Techniques for Natural Language Processing for Early Detection of Lung Cancer

Vanita D. Jadhav and Lalit V. Patil

DOI: 10.1201/9781003272649-10

CONTENTS

10.1 Introduction

10.2 Rationale and Significance of the Study

10.3 Motivation

10.4 Learning Techniques

10.4.1 Data Annotation

10.4.2 Word Embedding

10.4.3 NER Process

10.4.4 Relation Classification Process

10.4.5 Prediction Performance Step

10.5 Related Work

10.6 Discussion

10.7 Conclusion

References

10.1 Introduction

Lung malignancy is a principal cause of death globally. Lung abnormalities are a very dangerous issue in humans. Early detection of lung abnormalities is critical for reducing risk and enabling quick and successful treatment. For lung cancer diagnosis, ...