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Designing a Robust Radiology Report Generation System
Sonit Singh
Recent advances in deep learning have enabled researchers to explore tasks at the intersection of computer vision and natural language processing, such as image captioning, visual…
Clinical Context-aware Radiology Report Generation from Medical Images using Transformers
Sonit Singh
Recent developments in the field of Natural Language Processing, especially language models such as the transformer have brought state-of-the-art results in language understanding…
CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays
Sonit Singh
The novel coronavirus (COVID-19), a highly infectious respiratory disease caused by the SARS-CoV-2 has emerged as an unprecedented healthcare crisis. The pandemic had a devastating…
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture
Sonit Singh
Medical imaging has been used for diagnosis of various conditions, making it one of the most powerful resources for effective patient care. Due to widespread availability, low cost…