Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Papers: 10.3389/fonc.2020.00071

https://doi.org/10.3389/fonc.2020.00071

Machine Learning Decision Tree Models for Differentiation of Posterior Fossa Tumors Using Diffusion Histogram Analysis and Structural MRI Findings

Cited by: 24
Author(s): Seyedmehdi Payabvash, Mariam Aboian, Tarık Tıhan, Soonmee Cha
Published: almost 5 years ago

Software Mentions 8

cran: multiROC
Calculating and Visualizing ROC and PR Curves Across Multi-Class Classifications
Papers that mentioned: 6
cran: naivebayes
High Performance Implementation of the Naive Bayes Algorithm
Papers that mentioned: 5
cran: neuralnet
Training of Neural Networks
Papers that mentioned: 37
cran: pROC
Display and Analyze ROC Curves
Papers that mentioned: 1,740
cran: randomForest
Breiman and Cutler's Random Forests for Classification and Regression
Papers that mentioned: 1,447
cran: rBayesianOptimization
Bayesian Optimization of Hyperparameters
Papers that mentioned: 7
cran: rpart
Recursive Partitioning and Regression Trees
Papers that mentioned: 431
pypi: neuralnet
A high-level library on top of Theano.
Papers that mentioned: 37