PlaqueCap: lesion-centered captioning of atherosclerotic plaques in intravascular ultrasound using vision-language models and prompt injection

PlaqueCap: lesion-centered captioning of atherosclerotic plaques in intravascular ultrasound using vision-language models and prompt injection

Accurate characterization of atherosclerotic plaques in intravascular ultrasound (IVUS) imaging is essential for evaluating coronary artery disease and guiding clinical interventions. Traditional methods rely on handcrafted features and rule-based algorithms, which lack adaptability to…

Continue Reading
Large language models driven neural architecture search for universal and lightweight disease diagnosis on histopathology slide images

Large language models driven neural architecture search for universal and lightweight disease diagnosis on histopathology slide images

Artificial Intelligence has revolutionized healthcare by offering smart services and reducing diagnostic burden, particularly facilitating the identification and segmentation of malignant tissues. However, current task-specific approaches require disease-specific models, while universal foundation models demand…

Continue Reading