Article

CT Multi-Task Learning with a Large Image-Text (LIT) Model

2023-04-06

Abstract excerpt

Large language models (LLM) not only empower multiple language tasks but also serve as a general interface across different spaces. Up to now, it has not been demonstrated yet how to effectively translate the successes of LLMs in the computer vision field to the medical imaging field which involves high-dimensional and multi-modal medical images. In this paper, we report a feasibility study of building a multi-tas...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 0826b0af-36ab-54ed-933d-0ef81ffdb898
DOI: 10.1101/2023.04.06.535859

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

CT Multi-Task Learning with a Large Image-Text (LIT) ModelDOI 10.1101/2023.04.06.535859Read

Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed TomographySemantic proximity Read

Towards a Holistic Framework for Multimodal Large Language Models in Three-dimensional Brain CT Report GenerationSemantic proximity Read

Merlin: A Vision Language Foundation Model for 3D Computed TomographySemantic proximity Read

Medical Large Language Models: Methods and ApplicationsSemantic proximity Read

A Multimodal Large Language Modelling Deep Learning Framework for the Future PandemicSemantic proximity Read

Assessing large multimodal models for one-shot learning and interpretability in biomedical image classificationSemantic proximity Read

Towards Generalist Foundation Model for RadiologySemantic proximity Read

Benchmark Evaluation of Multi-Modal Large Language Models for Ophthalmic DiagnosisSemantic proximity Read

A retrospective study of a Chinese vision-language large model for emergency 3D brain CT interpretationSemantic proximity Read

Evaluation of Large Language Models in Thailand’s National Medical Licensing ExaminationSemantic proximity Read

A Multimodal Vision-text AI Copilot for Brain Disease Diagnosis and Medical ImagingSemantic proximity Read

A Vision-Language Model with Multi-Granular Knowledge Fusion in Medical ImagingSemantic proximity Read