• Title/Summary/Keyword: Facial Index

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Development of a Deep Learning-Based Automated Analysis System for Facial Vitiligo Treatment Evaluation (안면 백반증 치료 평가를 위한 딥러닝 기반 자동화 분석 시스템 개발)

  • Sena Lee;Yeon-Woo Heo;Solam Lee;Sung Bin Park
    • Journal of Biomedical Engineering Research
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    • v.45 no.2
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    • pp.95-100
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    • 2024
  • Vitiligo is a condition characterized by the destruction or dysfunction of melanin-producing cells in the skin, resulting in a loss of skin pigmentation. Facial vitiligo, specifically affecting the face, significantly impacts patients' appearance, thereby diminishing their quality of life. Evaluating the efficacy of facial vitiligo treatment typically relies on subjective assessments, such as the Facial Vitiligo Area Scoring Index (F-VASI), which can be time-consuming and subjective due to its reliance on clinical observations like lesion shape and distribution. Various machine learning and deep learning methods have been proposed for segmenting vitiligo areas in facial images, showing promising results. However, these methods often struggle to accurately segment vitiligo lesions irregularly distributed across the face. Therefore, our study introduces a framework aimed at improving the segmentation of vitiligo lesions on the face and providing an evaluation of vitiligo lesions. Our framework for facial vitiligo segmentation and lesion evaluation consists of three main steps. Firstly, we perform face detection to minimize background areas and identify the face area of interest using high-quality ultraviolet photographs. Secondly, we extract facial area masks and vitiligo lesion masks using a semantic segmentation network-based approach with the generated dataset. Thirdly, we automatically calculate the vitiligo area relative to the facial area. We evaluated the performance of facial and vitiligo lesion segmentation using an independent test dataset that was not included in the training and validation, showing excellent results. The framework proposed in this study can serve as a useful tool for evaluating the diagnosis and treatment efficacy of vitiligo.

A COMPARISON OF THE FORM OF THE FACE, THE DENTAL ARCH AND THE MAXILLARY CENTRAL INCISOR (안모, 치열궁 및 상악 중절치의 형태에 관한 상호 비교 연구)

  • Lee Bong-Ho;Chung Chae-Heon
    • The Journal of Korean Academy of Prosthodontics
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    • v.30 no.2
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    • pp.273-285
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    • 1992
  • The purpose of this study was to evaluate facial form, arch form and tooth form in young adults to determine if a correlation exists. 115 subjects who had healthy natural maxillary incisors and good occlusion consisted of 71 males and 44 females ranging from 20-30 years of age. Facial photographs and, intraoral photographs of upper anterior teeth and dental casts of upper jaws were taken to demonstrate facial form, dental arch form and tooth form. Form analysis is determined by comparing the ratio of the widths of the faces, dental archs and the teeth. The Chi-square test of independence between facial form, arch form and tooth form, was executed and the significance level determined. The results were as follows : 1. The distribution of facial forms was 66.1% square-tapering, 27.0% square, 5.2% ovoid, 2% tapering-square. 2. The distribution of tooth forms was 65.2% ovoid, 20.0% square-tapering, 11.3 % tapering-square, 3.5 % square. 3. The distribution of arch forms was 50.4 % square-tapering, 48.7 % tapering, 0.9 % reverse tapering-square. 4. There was no large differences in the distribution of facial forms, dental arch forms and tooth-forms between male and female. 5. No relationship existed between the tooth form and the facial form. 6. No relationship existed between the facial form and the dental arch form. 7. No relationship existed between the tooth form and the dental arch form. 8. This gave the impression that dental arch form and facial form could not be used as a true index in tooth selection.

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Difference of Facial Emotion Recognition and Discrimination between Children with Attention-Deficit Hyperactivity Disorder and Autism Spectrum Disorder (주의력결핍과잉행동장애 아동과 자폐스펙트럼장애 아동에서 얼굴 표정 정서 인식과 구별의 차이)

  • Lee, Ji-Seon;Kang, Na-Ri;Kim, Hui-Jeong;Kwak, Young-Sook
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.27 no.3
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    • pp.207-215
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    • 2016
  • Objectives: This study aimed to investigate the differences in the facial emotion recognition and discrimination ability between children with attention-deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD). Methods: Fifty-three children aged 7 to 11 years participated in this study. Among them, 43 were diagnosed with ADHD and 10 with ASD. The parents of the participants completed the Korean version of the Child Behavior Checklist, ADHD Rating Scale and Conner's scale. The participants completed the Korean Wechsler Intelligence Scale for Children-fourth edition and Advanced Test of Attention (ATA), Penn Emotion Recognition Task and Penn Emotion Discrimination Task. The group differences in the facial emotion recognition and discrimination ability were analyzed by using analysis of covariance for the purpose of controlling the visual omission error index of ATA. Results: The children with ADHD showed better recognition of happy and sad faces and less false positive neutral responses than those with ASD. Also, the children with ADHD recognized emotions better than those with ASD on female faces and in extreme facial expressions, but not on male faces or in mild facial expressions. We found no differences in the facial emotion discrimination between the children with ADHD and ASD. Conclusion: Our results suggest that children with ADHD recognize facial emotions better than children with ASD, but they still have deficits. Interventions which consider their different emotion recognition and discrimination abilities are needed.

The Effect of Muscle Reeducation Training on Recovery and Function in People with Acute Facial Nerve Paralysis (근재교육훈련이 급성안면신경마비 환자의 안면마비 회복정도와 기능에 미치는 효과)

  • Park, Sang-Kyu;Shin, Won-Seob
    • The Journal of Korean Physical Therapy
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    • v.26 no.4
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    • pp.240-248
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    • 2014
  • Purpose: The purpose of study was to determine the effects of muscle reeducation training in patients with acute facial nerve paralysis. Methods: Thirty patients were randomly assigned to either the experimental group (n=15) or the control group (n=15). The experimental group received muscle reeducation training for 20 minutes after electrotherapy and the control group received conventional electrotherapy for only 40 minutes. Therapeutic intervention for each group was performed four times per week for four weeks. The patients were measured for recovery of paralysis using the House-Brackmann Grading System (H-B grade), the Movement Distance of Mouth, Nasolabial Angle (NA), and Facial Disability Index (FDI). Results: In within group comparison, the experimental group showed significant improvements for all variables (p<0.01). In comparison between two groups, the experimental group showed relatively greater significant improvements for all variables (p<0.01). Conclusion: These findings suggest that muscle reeducation training is more effective than conventional therapy in improving the condition of patients with facial nerve paralysis. In particular, the results of this study indicate that muscle reeducation training can be recommended by clinicians since it provides more benefits.

Maxillary sinus haziness and facial swelling following suction drainage in the maxilla after orthognathic surgery

  • Lee, Jung-Soo;Kim, Moon-Key;Kang, Sang-Hoon
    • Maxillofacial Plastic and Reconstructive Surgery
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    • v.42
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    • pp.33.1-33.8
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    • 2020
  • Background: We investigated the efficacy of a maxillary Jackson-Pratt (J-P) suction drain for preventing maxillary sinus hematoma and facial swelling after maxillary Le Fort I osteotomy (LF1). Methods: We retrospectively evaluated 66 patients who underwent LF1 at a single institution. Of these, 41 had a J-P suction tube inserted in the mandible and maxilla (maxillary insertion), and 25 had a J-P drain inserted in the mandible only (no maxillary insertion). Facial CT was obtained before and 4 days after surgery. We compared mean midfacial swelling and maxillary sinus haziness by t test and examined correlations between bleeding amount and body mass index (BMI). Results: For the maxillary-insertion group, the ratio of total maxillary sinus volume to haziness (57.5 ± 24.2%) was significantly lower than in the group without maxillary drain insertion (65.5% ± 20.3; P = .043). This latter group, however, did not have a significantly greater midfacial soft tissue volume (7575 mm3) than the maxillary-insertion group (7250 mm3; P = .728). BMI did not correlate significantly with bleeding amount or facial swelling. Conclusions: Suction drainage in the maxilla reduced maxillary sinus haziness after orthognathic surgery but did not significantly reduce midfacial swelling.

A Case of Facial Flushing and Xerotic Eczema that Improved with Korean Medicine Treatment Focused on Paljin-tang Gamibang (팔진탕가미방(八珍湯加味方) 중심의 한의 치료로 호전된 안면홍조와 건성습진 치험 1례)

  • Jeong-Hwa Oh;Hwa-Jung Yoon
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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    • v.37 no.3
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    • pp.99-109
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    • 2024
  • Objectives : The purpose of this study is to report the effect of paljin-tang gamibang on facial flushing and xerotic eczema. Methods : We treated a 72-year-old female elderly patient who has facial flushing and xerotic eczema by korean medicine. She was treated from December 13th, 2023 to February 28th, 2024. The treatment applied was acupuncture, pharmacopuncture, herbal ointment and herbal medicine including 'paljin-tang gamibang'. The severity of symptoms was evaluated by photo comparison, visual analogue scale(VAS) and dermatology life quality index(DLQI). Results : After 11 weeks of treatment, the patient's symptoms improved. VAS of pruritus changed 10 to 1, VAS of dryness changed 10 to 1, DLQI changed 25 to 3. Conclusions : This case study showed an effectiveness of Korean medicine treatment including paljin-tang gamibang treated on facial flushing and xerotic eczema.

The Effects of Perceived Facial Attractiveness and Appropriateness of Clothing on the Task Performance Evaluation mediated by Likability and the Trait Evaluation (지각된 얼굴 매력성과 의복 적절성이 호감도, 특질 판단을 매개하여 과제 수행능력 판단에 미치는 영향)

  • 정명선;김재숙
    • Journal of the Korean Society of Costume
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    • v.51 no.8
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    • pp.77-91
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    • 2001
  • The purpose of this study was to investigate the effects of the perceived facial attractiveness and appropriateness of clothing on the evaluation of task performance of target person mediated by subjects'likability toward and trait evaluation of the target person. The facial attractiveness of the female university students were used as index of physical attractiveness in this study. Three levels of facial attractiveness was manipulated based on the judgements by 30 female university students. Four types of clothes were selected perceived appropriate for two assumed situations by female university students. Three female faces having high. medium, and low attractiveness were simulated with the same body dressed four types of clothing respectively using CAD system, and a total of 12 stimulus persons were created. The design for the experiment was a $3\tiems4\times2$ randomaized factorial. with three levels of facial attractiveness(high, medium, low), and four types attire(formal-masculine, formal-feminine, casual-masculine, casual-feminine), two kinds of context (job interview, dating) in which perceptions were occurred. The subjects of this study was 524 male and female(262 of male, 262 of female) university students from 3 universities in Kwangju, Korea. The data were analysed using factor analysis. descriptive statistics, regression, path analysis. The results were as follows : 1. In bogus job interview. the direct effect of perceived facial attractiveness on task performance evaluation was .175 and the indirect effect mediated by likability and trait evaluation was .285 in path analysis model. The direct effect of perceived appropriateness of clothing on task performance evaluation was .111 and the indirect effect mediated by likability only was .0564 in pass analysis model. 2. In dating situation, the direct effect of perceived facial attractiveness on task performance evaluation was .355, the indirect effect mediated by likability and trait evaluation was .188 in path analysis model. The direct effect of perceived appropriateness of clothing on task performance evaluation was .108, the indirect effect mediated by likability and trait evaluation was .060 in Pass analysis.

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Face Detection using Orientation(In-Plane Rotation) Invariant Facial Region Segmentation and Local Binary Patterns(LBP) (방향 회전에 불변한 얼굴 영역 분할과 LBP를 이용한 얼굴 검출)

  • Lee, Hee-Jae;Kim, Ha-Young;Lee, David;Lee, Sang-Goog
    • Journal of KIISE
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    • v.44 no.7
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    • pp.692-702
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    • 2017
  • Face detection using the LBP based feature descriptor has issues in that it can not represent spatial information between facial shape and facial components such as eyes, nose and mouth. To address these issues, in previous research, a facial image was divided into a number of square sub-regions. However, since the sub-regions are divided into different numbers and sizes, the division criteria of the sub-region suitable for the database used in the experiment is ambiguous, the dimension of the LBP histogram increases in proportion to the number of sub-regions and as the number of sub-regions increases, the sensitivity to facial orientation rotation increases significantly. In this paper, we present a novel facial region segmentation method that can solve in-plane rotation issues associated with LBP based feature descriptors and the number of dimensions of feature descriptors. As a result, the proposed method showed detection accuracy of 99.0278% from a single facial image rotated in orientation.

The Influence of Functional Dyspepsia on Peripheral Facial Paralysis Patients' Improvement (기능성 소화불량이 말초성 구안와사 환자의 호전도에 미치는 영향)

  • Jeon, Jae-Cheon;Park, Jae-Yeon;Kim, Min-Seok;Yoon, Kyung-Jin;Choi, You-Jin;Lee, Tae-Ho;Roh, Jeong-Du;Lee, Eun-Yong
    • Journal of Acupuncture Research
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    • v.28 no.1
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    • pp.29-35
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    • 2011
  • Objectives : This study was perfomed to know the effect of functional dyspepsia on the prognosis of peripheral facial paralysis. Methods : We divided 42 patients with Peripheral Facial Paralysis who had admitted at Semyung University Chung-ju Oriental Hospital into two groups, The A group which had Functional Dyspepsia, and The B group which didn't have Functional Dyspepsia. Then we applied acupuncture, physical therapy, herb medicine to the patients. The effects of treatment was evaluated by Yanagihara's unweighed grading system. Results : A group's improvement index which is measured by Yanagihara's unwei ghed grading system was lower than B group's improvement index. Conclusions : Through oriental medicine treatment, the patients recovered significantly. The patients who has functional dyspepsia recovered slowly than the patients who has not functional dyspepsia.

Comparative analysis of craniofacial asymmetry in subjects with and without symptoms of temporomandibular joint disorders: a cross-sectional study

  • Anita Pradhan;Preeti Bhattacharya;Shivani Singh;Anil Kumar Chandna;Ankur Gupta;Ravi Bhandari
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
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    • v.49 no.3
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    • pp.125-134
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    • 2023
  • Objectives: The aim of the study was to quantify and compare craniofacial asymmetry in subjects with and without symptoms of temporomandibular joint disorders (TMDs). Materials and Methods: A total of 126 adult subjects were categorized into two groups (63 with a TMDs and 63 without a TMDs), based on detection of symptoms using the Temporomandibular Joint Disorder-Diagnostic Index (TMD-DI) questionnaire. Posteroanterior cephalograms of each subject were traced manually and 17 linear and angular measurements were analyzed. Craniofacial asymmetry was quantified by calculating the asymmetry index (AI) of bilateral parameters for both groups. Results: Intra- and intergroup comparisons were analyzed using independent t-test and Mann-Whitney U test, respectively, with a P<0.05 considered statistically significant. An AI for each linear and angular bilateral parameter was calculated; higher asymmetry was found in TMD-positive patients compared with TMD-negative patients. An intergroup comparison of AIs found highly significant differences for the parameters of antegonial notch to horizontal plane distance, jugular point to horizontal plane distance, antegonial notch to menton distance, antegonial notch to vertical plane distance, condylion to vertical plane distance, and angle formed by vertical plane, O point and antegonial notch. Significant deviation of the menton distance from the facial midline was also evident. Conclusion: Greater facial asymmetry was seen in the TMD-positive group compared with the TMD-negative group. The mandibular region was characterized by asymmetries of greater magnitude compared with the maxilla. Patients with facial asymmetry often require management of temporomandibular joint (TMJ) pathology to achieve a stable, functional, and esthetic result. Ignoring the TMJ during treatment or failing to provide proper management of the TMJ and performing only orthognathic surgery may result in worsening of TMJ-associated symptoms (jaw dysfunction and pain) and re-occurrence of asymmetry and malocclusion. Assessments of facial asymmetry should take into account TMJ disorders to improve diagnostic accuracy and treatment outcomes.