Accurate Identification of Cancer Cells in Complex Pre‐Clinical Models Using a Deep‐Learning Neural Network: A Transfection‐Free Approach (Adv. Biology 11/2024)

Accurate Identification of Cancer Cells Distinguishing the contribution of different cell types in co-cultures is a major challenge. Marilisa Cortesi, Caroline E. Ford, and co-workers have addressed it through a deep learning-based software tool that distinguishes healthy and cancer cells solely from the shape of the nucleus. This method opens to the possibility of using a wide variety of cell types, including patient-derived ones, in co-cultures. More details can be found in article number 2400034. Image created by Dr. Tim Salita.

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Publication Details

Journal
Advanced Biology
Published
2024-11-01
DOI
https://doi.org/10.1002/adbi.202470112
Citations
1
Primary Topic
Cell Image Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.66
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article

Accurate Identification of Cancer Cells in Complex Pre‐Clinical Models Using a Deep‐Learning Neural Network: A Transfection‐Free Approach (Adv. Biology 11/2024)

Ellen Barlow, Caroline E. Ford, Kristina Warton, Marilisa Cortesi et al.
1 citations
Advanced Biology
Cell Image Analysis Techniques
0.66
article

Accurate Identification of Cancer Cells in Complex Pre‐Clinical Models Using a Deep‐Learning Neural Network: A Transfection‐Free Approach (Adv. Biology 11/2024)

Ellen Barlow, Caroline E. Ford, Kristina Warton, Marilisa Cortesi, Dongli Liu, Elyse Powell
article en
1 citations

Abstract

Accurate Identification of Cancer Cells Distinguishing the contribution of different cell types in co-cultures is a major challenge. Marilisa Cortesi, Caroline E. Ford, and co-workers have addressed it through a deep learning-based software tool that distinguishes healthy and cancer cells solely from the shape of the nucleus. This method opens to the possibility of using a wide variety of cell types, including patient-derived ones, in co-cultures. More details can be found in article number 2400034. Image created by Dr. Tim Salita.

Advanced BiologyVol. 8(11)
UNSW Sydney (AU), University of Bologna (IT)
Openalex Percentile: Top 19%
Cell Image Analysis Techniques
0.66
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Accurate Identification of Cancer Cells in Complex Pre‐Clinical Models Using a Deep‐Learning Neural Network: A Transfection‐Free Approach (Adv. Biology 11/2024) — Ellen Barlow, Caroline E. Ford, et al. · Advanced Biology (2024) | TGRS Research Map | TGRS