Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology.
Christopher P. BridgeChris GormanSteven D. PieperSean W. DoyleJochen K. LennerzJayashree Kalpathy-CramerDavid A. ClunieAndriy FedorovMarkus D. HerrmannPublished in: J. Digit. Imaging (2022)
Keyphrases
- machine learning
- formal model
- probabilistic model
- statistical model
- management system
- computational model
- pattern recognition
- data analysis
- experimental data
- cost function
- mathematical model
- probability distribution
- open source software
- simulation model
- theoretical framework
- data sets
- active learning
- objective function
- computer vision
- neural network