Scripts for paper on Towards up-to-date medical guidelines

Wouter Harmsen; Janke de Groot; Albert Harkema; Ingeborg van Dusseldorp; Jonathan De Bruin; Sofie Van den Brand; Rens Van de Schoot

doi:10.5281/zenodo.5031390

Scripts for paper on Towards up-to-date medical guidelines

Wouter Harmsen, Janke de Groot, Albert Harkema, Ingeborg van Dusseldorp, Jonathan De Bruin, Sofie Van den Brand, Rens Van de Schoot

Research output: Non-textual form › Software › Academic

Abstract

This repository contains scripts to run simulations for 14 datasets openly published on the Dutch database for medical guidelines belonging to the paper Artificial intelligence supports literature screening in medical guideline development: towards up-to-date medical guidelines.

Original language	English
Publisher	Zenodo
Media of output	Online
DOIs	https://doi.org/10.5281/zenodo.5031390
Publication status	Published - 2021

Keywords

machine learning natural language processing artificial intelligence systematic review medical active learning guideline development medical guidelines systematic reviewing text data

Access to Document

10.5281/zenodo.5031390Licence: Other

1 Article
1 Preprint

An open source machine learning framework for efficient and transparent systematic reviews
Schoot, R. V. D., Bruin, J. D., Schram, R., Zahedi, P., Boer, J. D., Weijdema, F., Kramer, B., Huijts, M., Hoogerwerf, M., Ferdinands, G., Harkema, A., Willemsen, J., Ma, Y., Fang, Q., Hindriks, S., Tummers, L. & Oberski, D., Feb 2021, In: Nature Machine Intelligence. 3, 2, p. 125-133 9 p.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
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Artificial intelligence supports literature screening in medical guideline development: towards up-to-date medical guidelines
Harmsen, W., de Groot, J., Harkema, A., van Dusseldorp, I., De Bruin, J., Van den Brand, S. & Van de Schoot, R., 25 Jun 2021, Zenodo, p. 1-18.
Research output: Working paper › Preprint › Academic

File

Cite this

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title = "Scripts for paper on Towards up-to-date medical guidelines",

abstract = "This repository contains scripts to run simulations for 14 datasets openly published on the Dutch database for medical guidelines belonging to the paper Artificial intelligence supports literature screening in medical guideline development: towards up-to-date medical guidelines.",

keywords = "machine learning natural language processing artificial intelligence systematic review medical active learning guideline development medical guidelines systematic reviewing text data",

author = "Wouter Harmsen and {de Groot}, Janke and Albert Harkema and {van Dusseldorp}, Ingeborg and {De Bruin}, Jonathan and {Van den Brand}, Sofie and {Van de Schoot}, Rens",

year = "2021",

doi = "10.5281/zenodo.5031390",

language = "English",

publisher = "Zenodo",

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AU - Harmsen, Wouter

AU - de Groot, Janke

AU - Harkema, Albert

AU - van Dusseldorp, Ingeborg

AU - De Bruin, Jonathan

AU - Van den Brand, Sofie

AU - Van de Schoot, Rens

PY - 2021

Y1 - 2021

N2 - This repository contains scripts to run simulations for 14 datasets openly published on the Dutch database for medical guidelines belonging to the paper Artificial intelligence supports literature screening in medical guideline development: towards up-to-date medical guidelines.

AB - This repository contains scripts to run simulations for 14 datasets openly published on the Dutch database for medical guidelines belonging to the paper Artificial intelligence supports literature screening in medical guideline development: towards up-to-date medical guidelines.

KW - machine learning natural language processing artificial intelligence systematic review medical active learning guideline development medical guidelines systematic reviewing text data

U2 - 10.5281/zenodo.5031390

DO - 10.5281/zenodo.5031390

M3 - Software

PB - Zenodo

ER -

Scripts for paper on Towards up-to-date medical guidelines

Abstract

Keywords

Access to Document

Fingerprint

Research output

An open source machine learning framework for efficient and transparent systematic reviews

Artificial intelligence supports literature screening in medical guideline development: towards up-to-date medical guidelines

Cite this