About
7
Publications
594
Reads
How we measure 'reads'
A 'read' is counted each time someone views a publication summary (such as the title, abstract, and list of authors), clicks on a figure, or views or downloads the full-text. Learn more
16
Citations
Introduction
Current institution
Publications
Publications (7)
Radiology plays a pivotal role in modern medicine due to its non‐invasive diagnostic capabilities. However, the manual generation of unstructured medical reports is time‐consuming and prone to errors. It creates a significant bottleneck in clinical workflows. Despite advancements in AI‐generated radiology reports, challenges remain in achieving det...
The automated generation of radiology reports from chest X-ray images holds significant promise in enhancing diagnostic workflows while preserving patient privacy. Traditional centralized approaches often require sensitive data transfer, posing privacy concerns. To address this, the study proposes a Multimodal Federated Learning framework for chest...
Since mpox can spread from person to person, it is a zoonotic viral illness that poses a significant public health concern. It is difficult to make an early clinical diagnosis because of how closely its symptoms match those of measles and chickenpox. Medical imaging combined with deep learning (DL) techniques has shown promise in improving disease...
This research presents a comprehensive analysis of various high-dimensional clustering algorithms applied to a large dataset comprising 5,000,000 data points. Due to the high dimensionality, Principal Component Analysis (PCA) reduces the datasets' high dimensionality while keeping substantial variance. The study evaluates various clustering algorit...
Radiology plays a pivotal role in modern medicine due to its non-invasive diagnostic capabilities. However, the manual generation of unstructured medical reports is time consuming and prone to errors. It creates a significant bottleneck in clinical workflows. Despite advancements in AI-generated radiology reports, challenges remain in achieving det...
In recent years, the world has witnessed remarkable
progress in the field of Generative AI. These advancements
have ushered in an era where we can generate images that
appear extremely lifelike, making it challenging for the
human eye to distinguish them from reality. Such lifelike
images have the potential to be harnessed for various purposes,
inc...
The sole method for offering feedback regarding a product is by means of reviews. Reviews along with their ratings serve as a means for customers to inform others about the product’s quality, while manufacturers can use these reviews to improve their products and grow their businesses. When a new consumer does not have time to read all of the revie...
