Building Tools for Machine Learning and Artificial Intelligence in Cancer Research: Best Practices and a Case Study with the PathML Toolkit for Computational Pathology.

Rosenthal J, Carelli R, Omar M, Brundage D, Halbert E, Nyman J, Hari SN, Van Allen EM, Marchionni L, Umeton R, Loda M

Open source

DOI
10.1158/1541-7786.mcr-21-0665
Published
2022 Feb
Container
Molecular cancer research : MCR
Publisher
Not recorded
Open access
yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1158/1541-7786.mcr-21-0665,
  title = {Building Tools for Machine Learning and Artificial Intelligence in Cancer Research: Best Practices and a Case Study with the PathML Toolkit for Computational Pathology.},
  author = {Rosenthal J and Carelli R and Omar M and Brundage D and Halbert E and Nyman J and Hari SN and Van Allen EM and Marchionni L and Umeton R and Loda M},
  year = {2022},
  journal = {Molecular cancer research : MCR},
  doi = {10.1158/1541-7786.mcr-21-0665},
  url = {https://doi.org/10.1158/1541-7786.mcr-21-0665}
}

RIS

TY  - JOUR
TI  - Building Tools for Machine Learning and Artificial Intelligence in Cancer Research: Best Practices and a Case Study with the PathML Toolkit for Computational Pathology.
AU  - Rosenthal J
AU  - Carelli R
AU  - Omar M
AU  - Brundage D
AU  - Halbert E
AU  - Nyman J
AU  - Hari SN
AU  - Van Allen EM
AU  - Marchionni L
AU  - Umeton R
AU  - Loda M
PY  - 2022
JO  - Molecular cancer research : MCR
DO  - 10.1158/1541-7786.mcr-21-0665
UR  - https://doi.org/10.1158/1541-7786.mcr-21-0665
ER  - 

APA

J, R., R, C., M, O., D, B., E, H., J, N., SN, H., EM, V. A., L, M., R, U., & M, L. (2022). Building Tools for Machine Learning and Artificial Intelligence in Cancer Research: Best Practices and a Case Study with the PathML Toolkit for Computational Pathology.. Molecular cancer research : MCR. https://doi.org/10.1158/1541-7786.mcr-21-0665

Source records