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1.
Skin Res Technol ; 29(4): e13203, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37113095

RESUMO

BACKGROUND: The removal of hair and ruler marks is critical in handcrafted image analysis of dermoscopic skin lesions. No other dermoscopic artifacts cause more problems in segmentation and structure detection. PURPOSE: The aim of the work is to detect both white and black hair, artifacts and finally inpaint correctly the image. METHOD: We introduce a new algorithm: SharpRazor, to detect hair and ruler marks and remove them from the image. Our multiple-filter approach detects hairs of varying widths within varying backgrounds, while avoiding detection of vessels and bubbles. The proposed algorithm utilizes grayscale plane modification, hair enhancement, segmentation using tri-directional gradients, and multiple filters for hair of varying widths. We develop an alternate entropy-based processing adaptive thresholding method. White or light-colored hair, and ruler marks are detected separately and added to the final hair mask. A classifier removes noise objects. Finally, a new technique of inpainting is presented, and this is utilized to remove the detected object from the lesion image. RESULTS: The proposed algorithm is tested on two datasets, and compares with seven existing methods measuring accuracy, precision, recall, dice, and Jaccard scores. SharpRazor is shown to outperform existing methods. CONCLUSION: The Shaprazor techniques show the promise to reach the purpose of removing and inpaint both dark and white hair in a wide variety of lesions.


Assuntos
Neoplasias Cutâneas , Humanos , Neoplasias Cutâneas/patologia , Dermoscopia/métodos , Cabelo/diagnóstico por imagem , Cabelo/patologia , Algoritmos , Processamento de Imagem Assistida por Computador/métodos
2.
J Digit Imaging ; 36(2): 526-535, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36385676

RESUMO

Hair and ruler mark structures in dermoscopic images are an obstacle preventing accurate image segmentation and detection of critical network features. Recognition and removal of hairs from images can be challenging, especially for hairs that are thin, overlapping, faded, or of similar color as skin or overlaid on a textured lesion. This paper proposes a novel deep learning (DL) technique to detect hair and ruler marks in skin lesion images. Our proposed ChimeraNet is an encoder-decoder architecture that employs pretrained EfficientNet in the encoder and squeeze-and-excitation residual (SERes) structures in the decoder. We applied this approach at multiple image sizes and evaluated it using the publicly available HAM10000 (ISIC2018 Task 3) skin lesion dataset. Our test results show that the largest image size (448 × 448) gave the highest accuracy of 98.23 and Jaccard index of 0.65 on the HAM10000 (ISIC 2018 Task 3) skin lesion dataset, exhibiting better performance than for two well-known deep learning approaches, U-Net and ResUNet-a. We found the Dice loss function to give the best results for all measures. Further evaluated on 25 additional test images, the technique yields state-of-the-art accuracy compared to 8 previously reported classical techniques. We conclude that the proposed ChimeraNet architecture may enable improved detection of fine image structures. Further application of DL techniques to detect dermoscopy structures is warranted.


Assuntos
Melanoma , Dermatopatias , Neoplasias Cutâneas , Humanos , Neoplasias Cutâneas/patologia , Redes Neurais de Computação , Algoritmos , Dermoscopia/métodos , Cabelo/diagnóstico por imagem , Cabelo/patologia , Processamento de Imagem Assistida por Computador/métodos
4.
J Cosmet Dermatol ; 21(9): 3741-3746, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35001495

RESUMO

Tufted hairs, an unusual hair follicle dysplasia, are characterized by several hair shafts grouped together, emerging from a single hair follicle-like "doll's hair". This clinical picture is considered characteristic of folliculitis decalvans (FD). However, the emergence of grouped hair shafts from a single follicle can also be observed in other hair disorders, even if not as a distinctive diagnostic sign. This paper aims to collect and analyze all clinical and trichoscopic features of different hair diseases with tufted hairs to find distinctive features, helping the clinician with the diagnosis.


Assuntos
Doenças do Cabelo , Alopecia/diagnóstico , Dermoscopia , Flores , Cabelo/diagnóstico por imagem , Doenças do Cabelo/diagnóstico , Folículo Piloso , Humanos
5.
J Cosmet Dermatol ; 21(9): 3934-3942, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34932866

RESUMO

BACKGROUND: Trichoscopy is a simple noninvasive tool that is used in calculating different hair parameters and the diagnosis of different hair/scalp diseases at variable magnifications. OBJECTIVE: The aim of this work is to describe the features and parameters of hair and scalp in a healthy sample of Egyptian population using videodermoscopy. This may help to provide standard range of measurements of normal hair in both males and females. METHODS: A nonrandomized, observational study for features and parameters of hair structure, performed on 368 healthy Egyptian subjects with no hair/scalp complaint. RESULTS: Each scalp area has its own vascular pattern. Male subjects showed different values regarding their hair parameters from the female subjects. No significant difference was seen after application of hair dye, except for few values. In both genders, there was a change in hair parameters with age. Smoking had a negative influence on hair parameters. CONCLUSION: Hair features and parameters observed in our population are different from those reported by other populations. Smoking affects hair thickness and density. Dyed hair has greater thickness mostly due to the protective effect of hair conditioners.


Assuntos
Doenças do Cabelo , Tinturas para Cabelo , Dermoscopia , Feminino , Cabelo/diagnóstico por imagem , Doenças do Cabelo/diagnóstico por imagem , Doenças do Cabelo/etiologia , Humanos , Masculino , Couro Cabeludo
6.
Front Endocrinol (Lausanne) ; 12: 741548, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34956076

RESUMO

Background: Biallelic mutations in the non-coding RNA gene RMRP cause Cartilage-hair hypoplasia (CHH), a rare skeletal dysplasia in which the main phenotypic characteristic is severe progressive growth retardation. Objective: This study compared the cranial dimensions of individuals with CHH to healthy subjects. Methods: Lateral skull radiographs of 17 patients with CHH (age range 10 to 59 years) and 34 healthy individuals (age range 10 to 54 years) were analyzed for relative position of the jaws to skull base, craniofacial height and depth, as well as vertical growth pattern of the lower jaw, anterior cranial base angle, and the relationship between the cervical spine and skull base. Results: We found that the length of the upper and lower jaws, and clivus were significantly decreased in patients with CHH as compared to the controls. Anterior cranial base angle was large in patients with CHH. Basilar invagination was not found. Conclusion: This study found no severe craniofacial involvement of patients with CHH, except for the short jaws. Unexpectedly, mandibular deficiency did not lead to skeletal class II malocclusion. Clinical Impact: Although the jaws were shorter in patients with CHH, they were proportional to each other. A short posterior cranial base was not associated with craniocervical junction pathology.


Assuntos
Cabelo/anormalidades , Doença de Hirschsprung/diagnóstico por imagem , Osteocondrodisplasias/congênito , Doenças da Imunodeficiência Primária/diagnóstico por imagem , Adolescente , Adulto , Vértebras Cervicais/diagnóstico por imagem , Criança , Feminino , Cabelo/diagnóstico por imagem , Doença de Hirschsprung/genética , Humanos , Arcada Osseodentária/diagnóstico por imagem , Masculino , Pessoa de Meia-Idade , Osteocondrodisplasias/diagnóstico por imagem , Osteocondrodisplasias/genética , Doenças da Imunodeficiência Primária/genética , RNA Longo não Codificante , Crânio/diagnóstico por imagem , Base do Crânio/diagnóstico por imagem , Adulto Jovem
7.
J Dermatol Sci ; 102(3): 167-176, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-34083108

RESUMO

BACKGROUND: Ultra high-frequency ultrasound (uHFUS) is a recently developed diagnostic technology. Despite its potential usefulness, no study has assessed its advantage in diagnosis and evaluation of hair disorders in comparison with other diagnostic methods. OBJECTIVES: To assess the practicability of uHFUS in diagnosing hair disorders and propose a diagnostic methodology. METHODS: Ultrasonographic images of scalp and forehead from patients with hair disorders (n = 103) and healthy controls (n = 40) were obtained by uHFUS and analyzed by both descriptive and numerical parameters. Furthermore, the data were compared with trichoscopic and histopathological findings. RESULTS: The pattern of inflammation and fibrosis, hair cycle abnormality, and the findings in subcutis were detected by uHFUS. Significant differences were noted in the numerical parameters associated with the number of hair shafts and follicles, hair diameters and their diversity, and dermal echogenicity in both cicatricial and non-cicatricial hair disorders. Findings in uHFUS were associated with those observed in trichoscopy and scalp biopsy but uHFUS was able to detect pathological findings associated with hair cycle, inflammation, fibrosis, and subcutaneous abnormalities, which are hardly assessable by trichoscopy. CONCLUSION: The findings of this study highlighted usefulness of uHFUS in diagnosing hair disorders, while overcoming the weaknesses and limitations of other diagnostic tools.


Assuntos
Doenças do Cabelo/diagnóstico , Cabelo/diagnóstico por imagem , Adulto , Idoso , Biópsia/estatística & dados numéricos , Estudos de Casos e Controles , Dermoscopia/estatística & dados numéricos , Feminino , Testa , Cabelo/patologia , Doenças do Cabelo/patologia , Voluntários Saudáveis , Humanos , Masculino , Pessoa de Meia-Idade , Couro Cabeludo , Transdutores , Ultrassonografia/instrumentação , Ultrassonografia/métodos , Ultrassonografia/estatística & dados numéricos
8.
J Clin Immunol ; 41(5): 1064-1071, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33675005

RESUMO

Cartilage-hair hypoplasia is a syndromic immunodeficiency with short stature, chondrodysplasia, and variable degree of immune dysfunction. Patients with cartilage-hair hypoplasia are prone to recurrent respiratory tract infections, and the prevalence of bronchiectasis ranges from 29 to 52%. Pulmonary complications contribute significantly to the mortality; therefore, regular lung imaging is essential. However, the optimal schedule for repeated lung imaging remains unestablished. We determined the rate and correlates of progression of structural lung changes in a prospectively followed cohort of 16 patients with cartilage-hair hypoplasia. We analyzed clinical, laboratory, and pulmonary functional testing data and performed lung magnetic resonance imaging at a median interval of 6.8 years since previous imaging. Imaging findings remained identical or improved due to disappearance of inflammatory changes in all evaluated patients. Patients with subtle signs of bronchiectasis on imaging tended to have low immunoglobulin M levels, as well as suffered from pneumonia during the follow-up. In conclusion, our results suggest slow if any development of bronchiectasis in selected subjects with cartilage-hair hypoplasia.


Assuntos
Bronquiectasia/diagnóstico por imagem , Cabelo/anormalidades , Doença de Hirschsprung/diagnóstico por imagem , Pulmão/diagnóstico por imagem , Osteocondrodisplasias/congênito , Doenças da Imunodeficiência Primária/diagnóstico por imagem , Adolescente , Adulto , Idoso , Bronquiectasia/sangue , Feminino , Cabelo/diagnóstico por imagem , Doença de Hirschsprung/sangue , Humanos , Imunoglobulina M/sangue , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Osteocondrodisplasias/sangue , Osteocondrodisplasias/diagnóstico por imagem , Pneumonia/sangue , Pneumonia/diagnóstico por imagem , Doenças da Imunodeficiência Primária/sangue , Estudos Prospectivos , Adulto Jovem
9.
Eur J Med Genet ; 64(3): 104162, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-33567347

RESUMO

Three sibling fetuses identified with limb shortening and thoracic narrowing at twelve weeks' gestation on first trimester ultrasound examination are presented. The parents were non-consanguineous, Caucasian, healthy, of normal stature and had a healthy normal daughter. The radiographic abnormalities were highly suggestive of thanatophoric dysplasia, but molecular analysis failed to identify a pathogenic variant in FGFR3. The three fetuses were found to have identical compound heterozygous mutations in RMRP in trans, one inherited from the mother and one from the father. This represents the early prenatal presentation and fetal findings of metaphyseal dysplasia type McKusick (Cartilage-hair hypoplasia; CHH)/anauxetic dysplasia spectrum of disorders.


Assuntos
Nanismo/genética , Testes Genéticos , Cabelo/anormalidades , Doença de Hirschsprung/genética , Osteocondrodisplasias/congênito , Doenças da Imunodeficiência Primária/genética , Displasia Tanatofórica/genética , Ultrassonografia Pré-Natal , Adulto , Diagnóstico Diferencial , Nanismo/diagnóstico por imagem , Nanismo/patologia , Feminino , Cabelo/diagnóstico por imagem , Cabelo/patologia , Heterozigoto , Doença de Hirschsprung/diagnóstico por imagem , Doença de Hirschsprung/patologia , Humanos , Mutação , Osteocondrodisplasias/diagnóstico por imagem , Osteocondrodisplasias/genética , Osteocondrodisplasias/patologia , Gravidez , Doenças da Imunodeficiência Primária/diagnóstico por imagem , Doenças da Imunodeficiência Primária/patologia , RNA Longo não Codificante/genética , Receptor Tipo 3 de Fator de Crescimento de Fibroblastos/genética , Displasia Tanatofórica/diagnóstico por imagem , Displasia Tanatofórica/patologia
11.
J Drugs Dermatol ; 19(5): 498-503, 2020 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-32484632

RESUMO

OBJECTIVES: To evaluate long term effectiveness and safety with the use of a combined radiofrequency and optical home hair removal device in all skin types and over both facial and body areas. METHODS: A combined intense pulsed light (IPL) and radiofrequency (RF) home device was used for hair removal. Two separate study designs were evaluated. In the first design, bilateral body areas were treated with 7 weekly procedures and then unilateral areas received up to 12 monthly maintenance treatments while the corresponding other side received no further therapy. For the second design, facial areas received 4 procedures in 2 to 5 days visits, followed by 2 weekly, and then 6 biweekly procedures. All patients in both study designs had hair count evaluations up to 12 months post their last procedure. The highest energy used was 4 J/cm². RESULTS: In the first design, 58 subjects participated of which 15% were skin types V-VI. A total of 188 anatomical sites were treated. Hair reduction at 6 and 12 months post the last procedure was 56% and 52% respectively for the maintenance side and 47% and 37% for the non-maintenance side. For the second design, 19 subjects had 59 facial sites treated. Fifteen percent were skin types V –VI. The overall hair reduction at the end of receiving their procedures was 45%. At 12 months post the last procedure, the hair reduction was 42%. Aside for transient mild erythema, there were no adverse effects noted. CONCLUSIONS: Long term persistent hair reduction was achieved using an RF/IPL home-use hair reduction device. The combination of RF and optical energies allowed for the effective application of low energy usage. All skin types and both facial and body anatomical regions tolerated the procedures very well. J Drugs Dermatol. 2020;19(5):498-503. doi:10.36849/JDD.2020.4741.


Assuntos
Eritema/diagnóstico , Remoção de Cabelo/instrumentação , Cabelo/efeitos da radiação , Luz/efeitos adversos , Ondas de Rádio/efeitos adversos , Adolescente , Adulto , Idoso , Eritema/etiologia , Feminino , Seguimentos , Cabelo/diagnóstico por imagem , Remoção de Cabelo/efeitos adversos , Remoção de Cabelo/métodos , Humanos , Masculino , Pessoa de Meia-Idade , Fotografação , Índice de Gravidade de Doença , Resultado do Tratamento , Adulto Jovem
12.
J Cosmet Dermatol ; 19(4): 878-883, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-31524330

RESUMO

BACKGROUND: Androgenic alopecia is common, chronic dermatologic disorder. A variety of lasers and light sources appear to be safe and effective in the treatment of AGA. AIMS: To evaluate the efficacy and safety of 1540-nm fractional erbium glass laser in the treatment of AGA. PATIENTS/METHODS: This was an interventional therapeutic study for the treatment of patients with AGA. The patients received 10 sessions with 1540-nm fractional erbium glass laser at 2-week intervals. The assessment of the response was done before and at the end of follow-up period, both objectively (the change in the density of terminal hair and the diameter of the hair shaft) and subjectively (patient satisfaction). Any adverse effects were documented during the study. RESULTS: Forty-seven out of 51 patients completed the study. After 5 months of laser treatment, the density of hair and hair thickness was significantly increased in both males and females (P value .001). CONCLUSION: The 1540-nm fractional erbium-glass laser seems to be an effective and safe option for treatment of patients with AGA. The improvement was accomplished in a short period.


Assuntos
Alopecia/radioterapia , Lasers de Estado Sólido/uso terapêutico , Terapia com Luz de Baixa Intensidade/métodos , Adulto , Alopecia/diagnóstico , Fracionamento da Dose de Radiação , Feminino , Seguimentos , Cabelo/diagnóstico por imagem , Cabelo/crescimento & desenvolvimento , Cabelo/efeitos da radiação , Humanos , Terapia com Luz de Baixa Intensidade/instrumentação , Masculino , Satisfação do Paciente , Fotografação , Índice de Gravidade de Doença , Fatores Sexuais , Resultado do Tratamento , Adulto Jovem
13.
Exp Dermatol ; 29(3): 223-230, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-30307062

RESUMO

BACKGROUND: Diffuse alopecia areata (DAA) often leads to a complete hair shedding within a few months. OBJECTIVE: To explore features and mechanisms underlying DAA. MATERIALS AND METHODS: Scalp and hair root dermoscopy were conducted on 23 DAA patients throughout the disease process, 20 patchy Alopecia areata patients, 23 acute telogen effluvium (ATE) patients and 10 normal controls. Histopathology was also evaluated. RESULTS: We found almost all hair roots were anagen in early stage DAA in 18 patients (18/23, 78.3%) within the first 4-8 weeks after hair loss onset. Anagen effluvium (~4 weeks) was followed by catagen (~4 weeks) and then telogen/exogen (~8 weeks) effluvium with overlap. Hair root and proximal hair shaft depigmentation was more prominent in later DAA disease stages. Black dots, exclamation mark hairs and inconsistent thickness of hair shafts were found more often in early than later DAA (Ps < 0.01). Early DAA histopathology revealed more prominent inflammation and hair follicle regression than that observed in the later stages. Patchy alopecia areata patients showed mixed anagen, catagen and telogen hair roots while ATE patients showed increased exogen and mildly decreased hair root pigmentation. CONCLUSION: Sequential cyclic staging of shed hairs in DAA indicates the insult may be hair-cycle specific. We suggest that DAA is initially an anagen effluvium disease involving an intense inflammatory insult, later progressing to a brief catagen effluvium, and then to telogen effluvium with premature exogen, in later stages of DAA.


Assuntos
Alopecia em Áreas/diagnóstico por imagem , Dermoscopia/métodos , Folículo Piloso/diagnóstico por imagem , Cabelo/diagnóstico por imagem , Adolescente , Adulto , Alopecia/patologia , Biópsia , Estudos de Casos e Controles , Feminino , Humanos , Inflamação , Masculino , Pessoa de Meia-Idade , Pigmentação , Couro Cabeludo/patologia , Adulto Jovem
14.
An. bras. dermatol ; 94(5): 608-611, Sept.-Oct. 2019. tab, graf
Artigo em Inglês | LILACS | ID: biblio-1054872

RESUMO

Abstract Dissecting cellulitis is an inflammatory, chronic, and recurrent disease of the hair follicles that mainly affects young Afro-descendent men. Trichoscopy is a method of great diagnostic value for disorders of the scalp. Clinical and trichoscopic findings of dissecting cellulitis are heterogeneous and may present features common to non-cicatricial and scarring alopecia. This article presents the trichoscopic findings of dissecting cellulitis that help in the diagnosis and consequent institution of the appropriate therapy and better prognosis of the disease.


Assuntos
Humanos , Dermatoses do Couro Cabeludo/diagnóstico por imagem , Celulite (Flegmão)/patologia , Celulite (Flegmão)/diagnóstico por imagem , Folículo Piloso/patologia , Folículo Piloso/diagnóstico por imagem , Dermoscopia/métodos , Dermatoses do Couro Cabeludo/patologia , Dermatopatias Genéticas/patologia , Dermatopatias Genéticas/diagnóstico por imagem , Eritema/diagnóstico , Eritema/patologia , Cabelo/patologia , Cabelo/diagnóstico por imagem
15.
J Biomed Opt ; 24(9): 1-9, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31512440

RESUMO

Inexpensive near-infrared microscopy (NIRM) was developed as a convenient technique to detect the medulla loss of scalp hair while reducing analytical time with easy sample preparation, leading to a field screening tool for breast cancer. NIRM has been evaluated as an alternative to synchrotron-based nanoscopy and to the relatively expensive method of conventional infrared microscopy to determine the degree and pattern of medulla loss of scalp hairs of patients with breast cancer and benign diseases, as well as normal healthy individuals. NIR imaging showed a strong, scattering-based hyperintense contrast of the medulla compared to the fully attenuated cortex in medullated healthy hair. Complete medulla loss (CML) per hair strand was more extensively (60.9 ± 10.2 %) (p < 0.001) detected in the hair of all cancer patients than in the hair of either healthy individuals (less than 3.7 ± 7.5%) or those with benign disease (30.6 ± 5.9 % ), suggesting a potential biomarker for breast cancer diagnosis. The medulla structure was retained mostly in the hair of age-matched healthy individuals, but discontinuous medulla loss was observed concomitantly with less CML in fibroadenoma patients. Potentially, compact NIRM modules can be integrated into a mobile platform as point-of-care technology for breast cancer screening.


Assuntos
Neoplasias da Mama/diagnóstico por imagem , Cabelo/diagnóstico por imagem , Microscopia/métodos , Espectroscopia de Luz Próxima ao Infravermelho/métodos , Adulto , Idoso , Neoplasias da Mama/patologia , Desenho de Equipamento , Feminino , Cabelo/patologia , Humanos , Pessoa de Meia-Idade , Couro Cabeludo/fisiologia , Espectroscopia de Luz Próxima ao Infravermelho/instrumentação
17.
Int J Dermatol ; 58(12): 1406-1414, 2019 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31372982

RESUMO

BACKGROUND: Dermoscopy can be helpful in assessing nonpigmented lesions and inflammatory processes like lichen planopilaris (LPP). MATERIAL & METHODS: In this observational prospective study, 81 patients with a cicatricial alopecic patch on their scalp were included and underwent dermatologic examination. A biopsy was taken from the active part of the lesion based on dermoscopy evaluation. RESULTS: Analysis of 44 patients with definite diagnosis of LPP revealed that the mean age at the time of presentation was 44.05 ± 12.62 years. More than 77% of patients had at least one form of the follicular opening disorder. About 75% of patients had shaft disorders. The most common pattern of pigmentation was milky-red (97.73%). The irregular and ectatic vascular network were seen in 59.09% of patients. Patients with coiled and twisted hairs, small yellow dots, large yellow dots, and peripilar sign were more likely to have shorter disease duration (P < 0.05). Those with overall shaft disorders were younger (P = 0.02). Small yellow dots (P = 0.025) and peripilar sign (P = 0.039) were more common in female patients. CONCLUSION: Dermoscopy can be a helpful diagnostic tool in differentiating LPP among patients with primary cicatricial alopecia (PCA). Larger cohort studies are recommended to find the role of demographic factors in predicting the dermoscopic patterns among LPP patients.


Assuntos
Alopecia/diagnóstico por imagem , Cicatriz/diagnóstico por imagem , Dermoscopia , Doenças do Cabelo/diagnóstico , Líquen Plano/diagnóstico por imagem , Dermatoses do Couro Cabeludo/diagnóstico por imagem , Adulto , Alopecia/etiologia , Alopecia/patologia , Biópsia , Cicatriz/etiologia , Cicatriz/patologia , Estudos de Viabilidade , Feminino , Cabelo/diagnóstico por imagem , Cabelo/patologia , Doenças do Cabelo/complicações , Doenças do Cabelo/patologia , Humanos , Irã (Geográfico) , Líquen Plano/complicações , Líquen Plano/patologia , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Couro Cabeludo , Dermatoses do Couro Cabeludo/complicações , Dermatoses do Couro Cabeludo/patologia , Fatores Sexuais , Pigmentação da Pele , Fatores de Tempo
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