Developing and assessing an AI-based multi-task prediction system to assist radiologists detecting lung diseases in reading chest x-ray images.
Lin GuoKunlei HongQian XiaoLingjun QianStefan JaegerBin ZhengShenwen QuanLi XiaGuanxun ChengY. M. Fleming LurePublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Keyphrases
- x ray images
- multi task
- chest radiographs
- medical images
- x ray
- multi task learning
- learning tasks
- medical imaging
- ct images
- computed tomography
- lung nodules
- multiple tasks
- multi class
- ct scans
- feature selection
- learning problems
- sparse learning
- gaussian processes
- single view
- fracture detection
- ct data
- computer aided diagnosis
- machine learning
- transfer learning
- image processing
- active shape model
- intraoperative
- imaging modalities
- mr images
- three dimensional