Improving Agar Plate Image Quality Using a Low-Cost 3D-Printed Lightbox: A Proof-of-Concept Evaluation for Machine Learning-Assisted Analysis.

O'Callaghan LA, Olsen M, Kam C, Linnanne M, Goldsworthy A

DOI: 10.1002/mbo3.70399
Published: 2026 Oct
Container: MicrobiologyOpen
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1002/mbo3.70399,
  title = {Improving Agar Plate Image Quality Using a Low-Cost 3D-Printed Lightbox: A Proof-of-Concept Evaluation for Machine Learning-Assisted Analysis.},
  author = {O'Callaghan LA and Olsen M and Kam C and Linnanne M and Goldsworthy A},
  year = {2026},
  journal = {MicrobiologyOpen},
  doi = {10.1002/mbo3.70399},
  url = {https://doi.org/10.1002/mbo3.70399}
}

RIS

TY  - JOUR
TI  - Improving Agar Plate Image Quality Using a Low-Cost 3D-Printed Lightbox: A Proof-of-Concept Evaluation for Machine Learning-Assisted Analysis.
AU  - O'Callaghan LA
AU  - Olsen M
AU  - Kam C
AU  - Linnanne M
AU  - Goldsworthy A
PY  - 2026
JO  - MicrobiologyOpen
DO  - 10.1002/mbo3.70399
UR  - https://doi.org/10.1002/mbo3.70399
ER  -

APA

LA, O., M, O., C, K., M, L., & A, G. (2026). Improving Agar Plate Image Quality Using a Low-Cost 3D-Printed Lightbox: A Proof-of-Concept Evaluation for Machine Learning-Assisted Analysis.. MicrobiologyOpen. https://doi.org/10.1002/mbo3.70399

Source records

pubmed · retrieved 2026-09-25T01:17:34.763Z