Multiple Instance Learning with Genetic Pooling for medical data analysis

•First approach in designing Multiple Instance Pooling function through metaheuristics i.e. Genetic algorithm.•A trainable pooling method is proposed - Genetic Pooling.•Genetic Pooling outperforms other MIL pooling methods in terms of AUC and average precision score.