[PDF][PDF] Visual-linguistic causal intervention for radiology report generation
Automatic radiology report generation is essential for computer-aided diagnosis and
medication guidance. Importantly, automatic radiology report generation (RRG) can relieve …
medication guidance. Importantly, automatic radiology report generation (RRG) can relieve …
ChEX: Interactive localization and region description in chest X-rays
Report generation models offer fine-grained textual interpretations of medical images like
chest X-rays, yet they often lack interactivity (ie. the ability to steer the generation process …
chest X-rays, yet they often lack interactivity (ie. the ability to steer the generation process …
In-context learning for zero-shot medical report generation
Medical report generation (MRG) has emerged as a pivotal research topic in the medical
multi-modal field, given its potential to alleviate the heavy workloads of radiologists …
multi-modal field, given its potential to alleviate the heavy workloads of radiologists …
Weak-shot semantic segmentation via dual similarity transfer
Semantic segmentation is a practical and active task, but severely suffers from the expensive
cost of pixel-level labels when extending to more classes in wider applications. To this end …
cost of pixel-level labels when extending to more classes in wider applications. To this end …
A survey of medical vision-and-language applications and their techniques
Medical vision-and-language models (MVLMs) have attracted substantial interest due to
their capability to offer a natural language interface for interpreting complex medical data …
their capability to offer a natural language interface for interpreting complex medical data …
Aligning, Autoencoding and Prompting Large Language Models for Novel Disease Reporting
Given radiology images, automatic radiology report generation aims to produce informative
text that reports diseases. It can benefit current clinical practice in diagnostic radiology …
text that reports diseases. It can benefit current clinical practice in diagnostic radiology …
Angiographic Report Generation for the 3rd APTOS's Competition: Dataset and Baseline Methods
W Zhang, P Chotcomwongse, X Chen, FHT Chung… - medRxiv, 2023 - medrxiv.org
Fundus angiography, including fundus fluorescein angiography (FFA) and indocyanine
green angiography (ICGA), are essential examination tools for visualizing lesions and …
green angiography (ICGA), are essential examination tools for visualizing lesions and …
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data
Automatic radiology report generation can alleviate the workload for physicians and
minimize regional disparities in medical resources, therefore becoming an important topic in …
minimize regional disparities in medical resources, therefore becoming an important topic in …
EyeGraphGPT: Knowledge Graph Enhanced Multimodal Large Language Model for Ophthalmic Report Generation
Automatic generation of ophthalmic reports holds significant potential to lessen clinicians'
workload, enhance work efficiency, and alleviate the imbalance between clinicians and …
workload, enhance work efficiency, and alleviate the imbalance between clinicians and …
Cross-Modal Causal Intervention for Medical Report Generation
Medical report generation (MRG) is essential for computer-aided diagnosis and medication
guidance, which can relieve the heavy burden of radiologists by automatically generating …
guidance, which can relieve the heavy burden of radiologists by automatically generating …