A Real-World Demonstration of Machine Learning Generalizability: Intracranial Hemorrhage Detection on Head CT.
Hojjat SalehinejadJumpei KitamuraNoah DitkofskyAmy LinAditya BharathaSuradech SuthiphosuwanHui-Ming LinJefferson R. WilsonMuhammad MamdaniErrol ColakPublished in: CoRR (2021)
Keyphrases
- machine learning
- real world
- ct images
- computerized tomography
- data mining
- medical images
- computed tomography
- automatic detection
- wide range
- detection algorithm
- false positives
- medical imaging
- machine learning methods
- object detection
- traumatic brain injury
- ct scans
- head images
- synthetic data
- x ray
- real time
- text classification
- learning algorithm
- text mining
- image analysis
- false alarms
- three dimensional
- feature selection
- computer vision
- data sets
- machine learning algorithms
- knowledge acquisition
- high resolution
- detection rate
- lymph nodes