R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
AutoScore
View on CRAN: Click
here
Download and install AutoScore package within the R console
Install from CRAN:
install.packages("AutoScore")
Install from Github:
library("remotes")
install_github("cran/AutoScore")
Install by package version:
library("remotes")
install_version("AutoScore", "1.0.0")
Attach the package and use:
library("AutoScore")
Maintained by
Feng Xie
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-16
Latest Update: 2022-10-15
Description:
A novel interpretable machine learning-based framework to automate the development of a clinical scoring model for predefined outcomes. Our novel framework consists of six modules: variable ranking with machine learning, variable transformation, score derivation, model selection, domain knowledge-based score fine-tuning, and performance evaluation.The The original AutoScore structure is described in the research paper. A full tutorial can be found here . Users or clinicians could seamlessly generate parsimonious sparse-score risk models (i.e., risk scores), which can be easily implemented and validated in clinical practice. We hope to see its application in various medical case studies.
How to cite:
Feng Xie (2021). AutoScore: An Interpretable Machine Learning-Based Automatic Clinical Score Generator. R package version 1.0.0, https://cran.r-project.org/web/packages/AutoScore. Accessed 06 Nov. 2024.
Other packages that cited AutoScore R package
View AutoScore citation profile
Other R packages that AutoScore depends,
imports, suggests or enhances
Complete documentation for AutoScore
Functions, R codes and Examples using
the AutoScore R package
Some associated functions: AutoScore_fine_tuning . AutoScore_fine_tuning_Ordinal . AutoScore_fine_tuning_Survival . AutoScore_parsimony . AutoScore_parsimony_Ordinal . AutoScore_parsimony_Survival . AutoScore_rank . AutoScore_rank_Ordinal . AutoScore_rank_Survival . AutoScore_testing . AutoScore_testing_Ordinal . AutoScore_testing_Survival . AutoScore_weighting . AutoScore_weighting_Ordinal . AutoScore_weighting_Survival . add_baseline . assign_score . change_reference . check_data . check_data_ordinal . check_data_survival . check_link . check_predictor . compute_auc_val . compute_auc_val_ord . compute_auc_val_survival . compute_descriptive_table . compute_final_score_ord . compute_mauc_ord . compute_multi_variable_table . compute_multi_variable_table_ordinal . compute_multi_variable_table_survival . compute_prob_observed . compute_prob_predicted . compute_score_table . compute_score_table_ord . compute_score_table_survival . compute_uni_variable_table . compute_uni_variable_table_ordinal . compute_uni_variable_table_survival . conversion_table . conversion_table_ordinal . conversion_table_survival . estimate_p_mat . eva_performance_iauc . evaluate_model_ord . extract_or_ci_ord . find_one_inds . find_possible_scores . get_cut_vec . group_score . induce_informative_missing . induce_median_missing . inv_cloglog . inv_logit . inv_probit . make_design_mat . plot_auc . plot_importance . plot_predicted_risk . plot_roc_curve . plot_survival_km . print_performance_ci_survival . print_performance_ordinal . print_performance_survival . print_roc_performance . print_scoring_table . sample_data . sample_data_ordinal . sample_data_ordinal_small . sample_data_small . sample_data_survival . sample_data_survival_small . sample_data_with_missing . split_data . transform_df_fixed .
Some associated R codes: AutoScore.R . AutoScore_Ordinal.R . AutoScore_Survival.R . common.R . Full AutoScore package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
seriation
Infrastructure for ordering objects with an implementation of several
seriation/sequencing/ordinati ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Michael Hahsler (view profile)
ddp
The desirable Dietary Pattern (DDP)/ PPH score
measures the variety of food consumption. The (weigh ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Weksi Budiaji (view profile)
equatiomatic
The goal of equatiomatic is to reduce the painassociated with writing LaTeX formulas from fitted mod ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Philippe Grosjean (view profile)
mailR
Interface to Apache Commons Email to send emails
from R. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Rahul Premraj (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
memoise
Cache the results of a function so that when you
call it again with the same arguments it returns t ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Winston Chang (view profile)