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. 2025 Feb 3;21(2):e1012731.
doi: 10.1371/journal.pcbi.1012731. eCollection 2025 Feb.

Ten quick tips to build a Model Life Cycle

Affiliations

Ten quick tips to build a Model Life Cycle

Timothée Poisot et al. PLoS Comput Biol. .
No abstract available

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Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1. The Model Life Cycle.
The Data Life Cycle (the “Analyse” to “Plan” feedback has been omitted for clarity) is split into two parts, with data collection-specific tasks (top row, grey) and shared data collection/analysis parts (middle row, green); the Model Life Cycle (bottom box) is integrated into the Data Life Cycle, with model development-specific tasks (left, yellow), and model application- and model interpretation-specific tasks (right, purple). This division of steps also outlines broad divisions of effort in the team (grey: experimental work; yellow: research software engineering; purple: data science and machine learning operations; green, collective effort).

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