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Child's Play? AI Offers Unique Benefits to Pediatric Providers

Analysis  |  By Eric Wicklund  
   May 06, 2025

AI can help clinicians manage complex conditions and relationships, says the CMIO of Stanford Medicine Children's Health

Pediatric healthcare is a complex undertaking. The doctor-patient experience is far more complicated, involving not just patients of various ages but parents, grandparents, siblings, other caregivers, maybe even a pet or two, real or imaginary. The old standard ‘How are you doing today?’ usually doesn’t do the job in this environment.

Natalie Pageler, MD, Chief Medical Information Officer at Stanford Medicine Children’s Health, says that’s why AI can be a crucial tool for children’s hospitals.

“So much of pediatric care is about connection, and about preventative medicine, and about ensuring that you understand the complex interactions between the child, the parent and the provider, and so, so much of that kind of subtle nuance about what is the child doing during the evaluation,” she says. “So much of what we’re assessing is the child’s behaviors [and] the child’s interaction with other people in the room, the child’s body motions. And if you're sitting at a computer and typing the whole time, you're missing all of that very rich data.”

Children’s hospitals have a rich history of embracing innovation, often because the tried-and-true ways of care management for adults don’t necessarily work for kids. Clinicians often have to take new ideas and technology designed for adults and modify them for their own patients.

That’s also true of AI, which, Pageler says, needs to evaluated differently.

Natalie Pageler, MD, CMIO of Stanford Medicine Children's Health. Photo courtesy Stanford Medicine Children's Health.

Take ambient scribes, which are designed to capture the doctor-patient encounter for the medical record.

“We did a rigorous evaluation of how that affected the interaction for children and families, because most of it was developed in the context of a single provider and a single patient,” Pageler says. “Of course, in pediatrics, it's often the patient, a couple parents, a couple kids running around the room screaming. We really wanted to do that evaluation to understand [whether] it could have the same impact for children and families.”

The potential value of these tools for pediatric clinicians is clear. In that busy exam room, a doctor or nurse needs to be attentive to the children as well as the parents, picking up on subtle clues and interactions that could play an important role in diagnosing and treating underlying health concerns.

“We need to make sure they are addressing the true needs of the patient and the family,” Pageler notes.

Just as important, she says, is the connection between the clinician, the patient and the patient’s family, a key dynamic in any healthcare experience but critical to those working with children. Pageler says AI is helping to take the technological barriers out of the exam room and making children and their parents feel more comfortable.

“We’ve had several patients walk out of the room and say, ‘Wow, my provider looked at me the whole time and we got to really talk about this complex challenge I'm having with my child's behavioral issue,’” she says.

Pageler says some doctors have even decided to use AI instead of having a scribe in the room or listening to the conversation from another location. In some cases, she says, Ai is less intrusive to parents and children who want to talk about personal issues and don’t want another person listening to that conversation.

Aside from ambient listening opportunities, Pageler says AI can be a valuable support tool for doctors who are treating patients as young as infants and as old as teens. Different ages often call for different treatments, and the technology can help clinicians gather the information they need to guide their conversations with children, adolescents, parents and other caregivers.

“The relationships are so complex,” she notes. Clinicians have to be “extremely thoughtful” in how they share information with different patients and family members.

Pageler expects clinician decision support to be the next wave of AI innovation, helping clinicians find and use the right data to improve care management and coordination. That’s especially true as healthcare organizations set their sights on health and wellness and prevention opportunities.

As she sums up the value of AI in the pediatric care space, Pageler says the technology enables doctors and nurses to interact with patients, their families and others without the intrusive presence of computers and scribes.

“AI should make care more human, not less,” she says. It will “allow for more humanity” in care management.

Eric Wicklund is the associate content manager and senior editor for Innovation at HealthLeaders.


KEY TAKEAWAYS

Children’s Hospitals often have to adjust or fine tune innovative technologies that are designed for adult healthcare.

Natalie Pageler, CMIO at Stanford Medicine Children’s Health, says AI tools need to be screened carefully to make sure they can be used by pediatric providers.

AI technology can be a critical tool for clinicians, who manage care for children of various ages and have important relationships with their families and caregivers.


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