systematic-reviews
There are 10 repositories under systematic-reviews topic.
- asreviewLanguage:Python 572
NLeSC / litstudy
LitStudy: Using the power of Python to automate scientific literature analysis from the comfort of a Jupyter notebook
Language:Python 138ijmarshall / robotreviewer
Automatic synthesis of RCTs
Language:Python 135- robvisLanguage:HTML 54
rmetaverse / metaverse
Package to provide consistent evidence synthesis workflow in R
Language:R 49- medrxivrLanguage:R 45
drshahizan / research-material
Information related to research material that can be used by postgraduate students
- Language:JavaScript 32
asreview / asreview-covid19
Extension that adds Covid-19 related datasets to ASReview
Language:Python 27- asreview-makita
Workflow generator for simulation studies using the command line interface of ASReview LAB
Language:Python 27 ESHackathon / eviatlas
A tool for visualising geographical data in systematic maps
Language:R 25DQ-Zhang / refchaser
Written in python, for checking reference lists in systematic reviews and literature reviews, helps with reference list searching both backward&forward by extracting references and creating search queries, ranks articles by relevance to improve screening efficiency, download full-text pdf of research articles in batch.
Language:Python 20WojciechKusa / systematic-review-datasets
[NeurIPS 2023] CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews
Language:Python 17Tool to preprocess datasets for ASReview
Language:Python 16ASReview extension to generate wordcloud from data files.
Language:Python 15nealhaddaway / predicter
A Tool to Estimate the Time Needed to Conduct a Systematic Review or Systematic Map
Language:R 13- asreview-artwork
Artwork for the ASReview project
Language:HTML 12 ielab / searchrefiner
Systematic Review Query Visualisation and Understanding Interface
Language:HTML 12This repository contains open teaching materials on using ASReview
Language:CSS 11Tool for producing ROSES compliant flow diagrams for systematic reviews and maps
Language:R 11Rensvandeschoot / software-overview-machine-learning-for-screening-text
The repository aims to create an overview and comparison of software used for systematically screening large amounts of textual data using machine learning.
Research-Intelligence / Research-Intelligence
A collection of Research Intelligence methods and workflows
Language:TeX 8Xiaowen-JI / Semi-automation-of-systematic-review-of-clinical-trials-in-medical-psychology-with-BERT-models
We employed pre-trained BERT models (distillBERT, BioBert, and SciBert) for text-classifications of the titles and abstracts of clinical trials in medical psychology. The average score of AUC is 0.92. A stacked model was then built by featuring the probability predicted by distillBERT and keywords of search domains. The AUC improved to 0.96 with F1, precision, and recall increasing to 0.95, 0.94, and 0.96 respectively. Training sample size of 100 results in the most cost-effective performance.
Language:Jupyter Notebook 8Simulations for the https://github.com/asreview/asreview
Language:Python 7- Language:Go 7
jivagomr / parsifal-xls-to-bibtex
A very simple python script to generate bibtex files (.bib) from exported parsifal's xls spreadsheet.
Language:Python 7victorqribeiro / terms
Get related terms to a word.
Language:JavaScript 7Semantic Clustering for ASReview Datasets
Language:Python 6djarenas / Inter-Rater
Inter-rater quantifies the reliability between multiple raters who evaluate a group of subjects. It calculates the group quantity, Fleiss kappa, and it improves on existing software by keeping information about each user and quantifying how each user agreed with the rest of the group. This is accomplished through permutations of user pairs. The software was written in Python, can be run in Linux, and the code is deposited in Zenodo and GitHub. This software can be used for evaluation of inter-rater reliability in systematic reviews, medical diagnosis algorithms, education applications, and others.
Language:Python 6LSLeClercq / ABCal
Author Bias Computation and Scientometric Plotting
Language:Python 6ProjectDossier / cruise-screening
[CIKM 2023] CRUISE search engine for conducting literature reviews
Language:Python 6MedlineTranspose / medlinetranspose.github.io
Medline Transpose project
Language:HTML 5Produce living systematic review flow diagrams that conform to PRISMA checklist standards
Language:R 5oliviergimenez / appendix_capturerecapture_review
Analyses, R code and data for review of 2009-2019 research on capture-recapture
Language:HTML 5egouldo / ReproEcoDecisions
Are conservation and ecological decision support tools reproducible?
Language:TeX 4- Language:Go 4
