Projects: cran: AutoScore
https://packages.ecosyste.ms/registries/cran.r-project.org/packages/AutoScore
An Interpretable Machine Learning-Based Automatic Clinical Score
Generator
3 versions
Latest release: over 3 years ago
329 downloads last month
Enhanced Analysis
Educational Contributors:
xief@u.duke.nus.edu
siqili@umich.edu
Repository Activity:
Repository Owner:
(user)
LIU Lab - Digital Medicine Academic
LIU Lab - Digital Medicine Academic
README Analysis:
DOI Found
Science Score: 100/100
Starting Score: 100 points
Bonuses:
-
+8
Academic maintainer emails
1 maintainers with academic email addresses -
+40
Educational commit emails
2 contributors with educational email addresses -
+20
Academic repository owner
Repository owned by academic institution -
+12
Science terms in README
6 scientific terms found in README -
+20
DOI references
2 DOI references found in README -
+6
Academic links
1 academic links found in README
Penalties:
-
-15
No science keywords
No scientific terms found in keywords/classifiers -
-25
Non-science indicators
1 non-scientific terms found
Very Likely Science (100)
Papers Mentioning AutoScore 2
10.1001/jamanetworkopen.2021.18467
Development and Assessment of an Interpretable Machine Learning Triage Tool for Estimating Mortality After Emergency AdmissionsCited by: 28
Author(s): Feng Xie, Marcus Eng Hock Ong, Johannes Nathaniel Min Hui Liew, Kenneth Tan, Andrew Fu Wah Ho, Gayathri Nadarajan, Lian Leng Low, Yu Heng Kwan, Benjamin A. Goldstein, David B. Matchar, Bibhas Chakraborty, Nan Liu
Software Mentions: 1
Published: almost 5 years ago
10.2196/21798
AutoScore: A Machine Learning–Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health RecordsCited by: 57
Author(s): Feng Xie, Bibhas Chakraborty, Marcus Eng Hock Ong, Benjamin A. Goldstein, Nan Liu
Software Mentions: 1
Published: over 5 years ago