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: CoRR (2021)
Keyphrases
- machine learning
- statistical model
- computational model
- mathematical model
- theoretical analysis
- input data
- learning models
- management system
- probabilistic model
- prior knowledge
- neural network
- natural language processing
- open source
- data sets
- knowledge acquisition
- model selection
- hidden markov models
- machine learning algorithms
- cost function
- theoretical framework
- artificial intelligence
- conceptual model
- formal model