A scoping review on multimodal deep learning in biomedical images and texts
Objective Computer-assisted diagnostic and prognostic systems of the future should be
capable of simultaneously processing multimodal data. Multimodal deep learning (MDL) …
capable of simultaneously processing multimodal data. Multimodal deep learning (MDL) …
Advancing medical imaging with language models: featuring a spotlight on ChatGPT
This review paper aims to serve as a comprehensive guide and instructional resource for
researchers seeking to effectively implement language models in medical imaging research …
researchers seeking to effectively implement language models in medical imaging research …
An effective med-VQA method using a transformer with weights fusion of multiple fine-tuned models
Visual question answering (VQA) is a task that generates or predicts an answer to a
question in human language about visual images. VQA is an active field combining two AI …
question in human language about visual images. VQA is an active field combining two AI …
A Critical Analysis of Benchmarks, Techniques, and Models in Medical Visual Question Answering
This paper comprehensively reviews medical VQA models, structures, and datasets,
focusing on combining vision and language. Over 75 models and their statistical and SWOT …
focusing on combining vision and language. Over 75 models and their statistical and SWOT …
Mammogram Tumor Segmentation with Preserved Local Resolution: An Explainable AI System
A Farrag, G Gad, ZM Fadlullah… - GLOBECOM 2023-2023 …, 2023 - ieeexplore.ieee.org
Medical image segmentation is a crucial component of computer-aided diagnosis (CAD)
systems, as it aids in identifying important areas in medical images. In order to achieve …
systems, as it aids in identifying important areas in medical images. In order to achieve …
[PDF][PDF] Deep Neural Networks for Biomedical Question Answering
D Pappas - 2023 - nlp.cs.aueb.gr
In this thesis, we advance biomedical Question Answering (QA). The first part of the thesis
focuses on retrieving abstracts of scientific literature given a natural language question …
focuses on retrieving abstracts of scientific literature given a natural language question …