Artificial Intelligence Analysis of Symmetry and Emotions in Facial Palsy Patients After Botulinum Toxin A Injections.

Toxins 2025 Vol.17(12)

Müller SLC, Zeier C, Pfister P, Menzi N, Tafrishi B, Schaefer DJ, Plock JA, Ismail T, Klein HJ

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Abstract

Facial palsy affects millions worldwide. Botulinum toxin Type A (BoNT-A) is an established treatment for non-flaccid facial palsy, yet objective evidence remains limited. This study evaluates the effects of BoNT-A using AI-based tools and patient-reported outcome measures (PROMs). In this prospective observational study, patients with non-flaccid facial palsy received individualized BoNT-A injections. Exclusion criteria included age < 18, hypersensitivity to BoNT-A, or lack of follow-up. Assessments were conducted before and 3 weeks after treatment, including facial symmetry (Emotrics), emotion expression (FaceReader™), and PROMs (FaCE and FDI). Eleven patients (mean age 50.1 ± 18 years) were included. BoNT-A significantly improved dynamic facial symmetry: eyebrow raising ( = 0.032), smile angle ( = 0.005), and lower lip height ( = 0.042). Emotion analysis showed no significant changes. PROMs revealed improvements in social well-being (FDI, = 0.004) and aesthetic satisfaction (FaCE, = 0.035), while functional FDI scores remained unchanged ( = 0.406). BoNT-A improves objective symmetry and patient satisfaction in non-flaccid facial palsy. The lack of change in emotional expression may reflect improved symmetry at the cost of dynamic muscle activation.

추출된 의학 개체 (NER)

유형영어 표현한국어 / 풀이UMLS CUI출처등장
시술 botulinum toxin 보툴리눔독소 주사 dict 2
해부 muscle scispacy 1
합병증 facial scispacy 1
합병증 eyebrow scispacy 1
약물 BoNT-A → Botulinum toxin Type A scispacy 1
약물 FaCE scispacy 1
질환 Palsy C0522224
Paralysed
scispacy 1
질환 hypersensitivity C0020517
Hypersensitivity
scispacy 1
질환 Facial Palsy Patients scispacy 1
질환 Botulinum Toxin A scispacy 1
기타 BoNT-A → Botulinum toxin Type A scispacy 1
기타 patients scispacy 1
기타 PROMs → patient-reported outcome measures scispacy 1
기타 FDI scispacy 1
기타 patient scispacy 1

MeSH Terms

Adult; Aged; Female; Humans; Male; Middle Aged; Artificial Intelligence; Botulinum Toxins, Type A; Emotions; Facial Expression; Facial Paralysis; Neuromuscular Agents; Patient Reported Outcome Measures; Patient Satisfaction; Prospective Studies; Treatment Outcome

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