home/categories/machine-learning/gptomics-bioskills-machine-learning-survival-analysis-skill-md
machine-learningdata-ai

bio-machine-learning-survival-analysis

Analyzes time-to-event data using Kaplan-Meier curves, log-rank tests, and Cox proportional hazards regression with lifelines. Builds survival models from clinical and omics features. Use when predicting patient survival or modeling time-to-event outcomes.

GPTomics
maintainer
GPTomics
Обновлено 2/13/2026
Звёзды
471
Форки
81
quick start

Installation and usage

Analyzes time-to-event data using Kaplan-Meier curves, log-rank tests, and Cox proportional hazards regression with lifelines. Builds survival models from clinical and omics features. Use when predicting patient survival or modeling time-to-event outcomes.

Установка
$ install --globalskills.sh
Использование

После установки вы можете использовать этот skill, выполнив следующую команду в терминале:

skills use bio-machine-learning-survival-analysis