Artificial Intelligence Analysis of Symmetry and Emotions in Facial Palsy Patients After Botulinum Toxin A Injections.
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)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 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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