← Search

Nishant Ravikumar

2 accepted papers

2024

Enhancing Image-to-Text Generation in Radiology Reports through Cross-modal Multi-Task Learning

COLING 2024main

Image-to-text generation involves automatically generating descriptive text from images and has applications in medical report generation. However, traditional approaches often exhibit a semantic gap between visual and textual information. In this paper, we propose a multi-task learning framework to…

Cited by 0SourcePDFScholar
2020

The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks

ICASSP 2020accepted

Cardiovascular diseases are the most common cause of mortality worldwide. Detection of atrial fibrillation (AF) in the asymptomatic stage can help prevent strokes. It also improves clinical decision making through the delivery of suitable treatment such as, anticoagulant therapy, in a timely manner.…

Cited by 0SourceScholar