Air gap the system with the external world is different from air gap internally. The systems are only update via physical means. And possibly all data in and out is offline like, via certain double firewall arrangement (you do not let direct contact but dump in and out files). Not common but for industrial critical system saw a few big shops did this.
So how does a doctor issue a discharge order via e-prescription to the patients pharmacy for them to pick up when they leave? How do you update the badge readers on the drug vaults when an employee leaves and you need to deactivate their badge? How do you update the EMR's from the hospital stay so the GP practice they use can see them after discharge? How do you order more supplies and pharmacy goods when you run out? How do you contact the DEA to get approval for using certain scheduled meds? I'm afraid that external networks are absolutely a requirement for modern hospitals.
If the system has to be networked with the outside world, who is responsible for physically updating all of these machines, so they don't get ransomware'd? Who has to go out and visit each individual machine and update it each month so the MRI machine doesn't get bricked by some teen ransomware gang? Remember that was the main threat hospitals faced 3-4 years ago, which is why Crowdstrike ended up on everyone's computer: because the ransomware insurance people forced them too.
There is a reason that I am a software engineer and not an IT person. I prefer solving more tractable problems, and I think proving p!=np would be easier than effectively protecting a large IT network for people who are not computing professionals.
One of my favorite examples: in October 2013 casino/media magnate and right wing billionaire Sheldon Adelson gave a speech about how the US and Israel should use nuclear weapons to stop Iran nuclear program. In February 2014 a 150 line VB macro was installed on the Sands casino network that replicated and deleted all HDDs, causing 150 million dollars of damage. That was to a casino, which spends a lot of money on computer security, and even employs some guys named Vito with tire irons. And it wasn't nearly enough.
> Who has to go out and visit each individual machine and update it each month so the MRI machine doesn't get bricked by some teen ransomware gang?
The manufacturer does. As I mentioned in my OP I help build the software for our field reps to go into hospitals and clinics to update our devices in a disconnected state. Most of the critical equipment we manufacture has this as a requirement since it can't be connected to a network for security reasons.
As for discharge orders, etc, I can't speak to that, but that's also not what I would consider critical. I'm talking about things like surgical robots, which can not be connected to a network for obvious reasons, especially during a surgery.
External networks are required but it should be possible to air gap the critical stuff to read only. It’s just that it’s costly and hospitals are poor/cheap