Bone age assessment with various machine learning techniques: A systematic literature review and meta-analysis.
Ana Luiza DalloraPeter AnderbergOla Ft KvistEmilia MendesSandra Diaz RuizJohan Sanmartin BerglundPublished in: PloS one (2019)
There is a clear focus of the research on bone age assessment methods based on radiographs whilst other types of medical imaging without radiation exposure (e.g. magnetic resonance imaging) are not much explored in the literature. Also, socioeconomic and other aspects that could influence in bone age were not addressed in the literature. Finally, studies that make use of more than one region of interest for bone age assessment are scarce.
Keyphrases
- bone mineral density
- magnetic resonance imaging
- machine learning
- soft tissue
- systematic review
- bone loss
- bone regeneration
- healthcare
- postmenopausal women
- computed tomography
- body composition
- magnetic resonance
- artificial intelligence
- photodynamic therapy
- mass spectrometry
- contrast enhanced
- deep learning
- diffusion weighted imaging