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Seltzer, J. L.

https://orcid.org/0000-0003-1508-3585

Mayo Clinic

Action Network

Citations 2

Improving Diagnostic Accuracy of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Through a Point-of-Care Clinical Algorithm
Seltzer, Jaime, Grach, Stephanie L. , Eggers, Scott D.Z. , Redetzke, Melissa M., Mau, Katie, Chon, Tony Y. , Seltzer, J. L. , Seltzer, Jaime , Eggers, Scott D , Mau, Katie J, Grach, Stephanie L , Ganesh, Ravindra

International Journal of Environmental Research and Public Health | April 6, 2026 | Volume: 23 | Issue: 4 | Pages: 460

10.3390/ijerph23040460 Get It

Despite the increasing prevalence and median severity of myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS), medical education on the disease is scant, leading to a diagnostic crisis in which the majority of people with ME/CFS are undiagnosed. We created a care process algorithm in AskMayoExpert accessible to all Mayo Clinic medical providers as a source for information on diagnosis and management of ME/CFS. To evaluate whether the algorithm was associated with improved diagnostic accuracy, we compared concordance before versus after the algorithm was introduced, where concordance was defined as agreement between an appropriately coded referral to Mayo Clinic’s Chronic Fatigue Specialty Clinic and the specialty clinic with an expert diagnosis of ME/CFS. Referrals to the Chronic Fatigue Specialty Clinic increased overall and were more likely to show concordance between specialist diagnosis and referral after the introduction of the ME/CFS AskMayoExpert algorithm. Particularly in diseases that are prevalent and poorly understood, a point-of-care clinical tool may offer just-in-time opportunities to improve diagnosis and management.
A Signal for Voice and Speech Abnormalities in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
Grach, Stephanie L. , Seltzer, J. L. , Orbelo, Diana M. , Seltzer, Jaime , Grach, Stephanie L , Orbelo, Diana

Journal of Clinical Medicine | July 8, 2025 | Volume: 14 | Issue: 14 | Pages: 4847

10.3390/jcm14144847 Get It

Background/Objectives: Patients with myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) may report abnormalities in voice and speech; however, no formal research has been conducted in this area. Methods: An online mixed-methods survey was completed by 685 people with ME/CFS. A total of 302 respondents completed the qualitative component (44.09%). Questions assessed disease experience with ME/CFS and post-exertional malaise without prompting on specific symptoms. Within the qualitative results, a search of the terms “speech, voice,” “words,” and “speak” was conducted. Results: Excluding neurocognitive associations, colloquial phrases, and “speech therapy,” there were 38 mentions of the terms in the context of voice or speech changes across 28 unique qualitative survey responses (9.27%). Conclusions: A notable portion of respondents reported voice or speech changes when responding to open-ended qualitative questions about their disease experience. More research is needed regarding the implications of voice and speech anomalies in ME/CFS pathology and disease monitoring.