Hybrid Computational Intelligent Systems

Chapter 8 Automated medical report generation on chest X-ray Images using co-attention mechanism

B. K. Tripathy, Rahul Sai R.S, and Sharmila Banu K.

VIT Vellore

DOI: 10.1201/9781003381167-8

Contents

• 8.1 Introduction
• 8.2 Materials and methods
  • 8.2.1 Dataset
  • 8.2.2 Experimental setup
    • 8.2.2.1 Natural language processing (NLP) pipeline
    • 8.2.2.2 Convolutional neural network
    • 8.2.2.3 Recurrent neural network
    • 8.2.2.4 Sequence-to-sequence model with co-attention mechanism
• 8.3 Results and discussion
• 8.4 Conclusions and future works
• References

8.1 Introduction

Every problem is decomposed into several sub-problems by human beings, and further subdivisions are carried out. Deep neural networks (DNNs) [5] are modeled as a combination of ANN [6] and ...