Monitor Fargate services using MemoryUtilization metrics

We're trying to use CloudWatch alarm to send a notification when a service on Fargate crashes. We use threshold 'MemoryUtilization <= 0 for 1 datapoints within 1 minute'. However, the alarm is triggered every time when we deploy the service because the CPU and Memory utilisation pattern is similar between a crash and deployment. Is there a way to differentiate the two to filter out the alarm noise?