Overview of ImageCLEFmedical 2022–caption prediction and concept detection

J Rückert, A Ben Abacha… - CEUR Workshop …, 2022 - repository.essex.ac.uk
The 2022 ImageCLEFmedical caption prediction and concept detection tasks follow similar
challenges that were already run from 2017–2021. The objective is to extract Unified …

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2

MR Islam, MZ Hossain, M Ahmed, M Samu… - arxiv preprint arxiv …, 2025 - arxiv.org
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 …

From Pixels to Paragraphs: Extraction of Text from Medical Reports using LLMs, Systematic Literature Review

M Sadiq, R Tariq, A Ullah… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Large language models are emerging very rapidly in applications covering nearly all fields
including healthcare. In healthcare, these are commonly used for image to text, information …