Key Takeaways
- Neurology demand is outstripping supply, especially in rural care
- Teleneurology and strategic APP roles make care delivery more sustainable
- AI is a force multiplier when used thoughtfully
Neurology’s unique strain today
Neurology is no exception. Workforce adequacy is projected to be lowest in the South and in non-metropolitan areas. Other studies show that patients in rural communities have significantly less access to neurology care than urban areas. Compounding the access gap is compensation, as neurologists earn in the bottom half of physician salary scales making recruitment harder and elongating the process for finding the right candidate.

Source: www.novaoneadvisor.com
Traditional models cannot absorb these industry pressures. Neurology care delivery must be rethought with a strategy that acknowledges the realities of medical staffing.
Treating teleneurology as a must-have
Not all neurological work requires the physical presence of both clinician and patient. Modern practices allow for digital consultations, remote monitoring and virtual follow ups, all of which maximize the time and expertise of care providers. Emerging market research shows global teleneurology services expanding rapidly with segments like tele-monitoring of chronic neurological conditions growing the fastest.
This matters because:
- Teleneurology exams can be conducted digitally, reducing geographical barriers to care.
- Tele-monitoring enables uninterrupted patient oversight outside of traditional clinical settings.
- Stroke, MS, epilepsy, migraine and Parkinson’s management all move well into hybrid or remote workflows, especially with wearable technology.
Forward thinking systems treat teleneurology as a complement to onsite neurology, which means designing care models that reflect this hybrid reality in clinical roles.
Strategic APP utilization as a force multiplier for coverage
Advanced Practice Providers (APPs) are operational partners in sustainable neurology teams. Collaborative care models utilize experienced nurse practitioners or physician associates to care for critically ill patients and carry full patient loads which enable medical teams to enhance access to more patients and expand service line reach. This is not speculation; it is a practice that is showing results across neurological care settings.
“Telehealth neurology consultations allow specialists to focus where they’re needed most, reduce delays in diagnosis, and support frontline teams in real time. It’s one of the most effective ways to extend limited clinical resources.”
— Dr. Jamie Threatt, DNP, AGACNP-BC, telehealth program director
Utilization of AI in neurology: Aim for strategic
AI hype is ubiquitous in virtually all industries as operations rethink efficiency, but the practical opportunity in neurology lies in selective, evidence-based use. When integrated into workflows as a tool, AI can amplify clinician efficiency, reduce errors and speed up decision-making through diagnostics and remote monitoring.
How AI strengthens neurology care
- Imaging interpretation and early detection. Tools like viz.ai detect stroke-related vessel occlusions and can alert teams in real time.
- EEG interpretation and seizure recognition. Machine learning shows strong potential for fast and accurate seizure detection.
- Digital biomarkers and pupillometry. Mobile tools capture clinical data remotely expanding rural access.
These uses are practical enhancements supported by market analyses of digital neurology and teleneurology technologies.
Toward a resilient neurology workforce
Neurology does not have the luxury of time to wait for technological improvements. Demand is real, access gaps are widening and burnout is becoming a deal-breaker for workforces. But by embracing hybrid care models, APP roles with strategic autonomy and strategic investment in technologies like AI, health systems can build neurology teams with greater sustainability and meaningful resilience. Contact the LocumTenens.com neurology team today for a consultation about implementing solutions to enhance your neurology care business.