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1.
JID Innov ; 4(1): 100218, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38075673

RESUMO

Chronic urticaria is a chronic skin disease that affects up to 1% of the general population worldwide, with chronic spontaneous urticaria accounting for more than two-thirds of all chronic urticaria cases. The Urticaria Activity Score (UAS) is a dynamic severity assessment tool that can be incorporated into daily clinical practice, as well as clinical trials for treatments. The UAS helps in measuring disease severity and guiding the therapeutic strategy. However, UAS assessment is a time-consuming and manual process, with high interobserver variability and high dependence on the observer. To tackle this issue, we introduce Automatic UAS, an automatic equivalent of UAS that deploys a deep learning, lesion-detecting model called Legit.Health-UAS-HiveNet. Our results show that our model assesses the severity of chronic urticaria cases with a performance comparable to that of expert physicians. Furthermore, the model can be implemented into CADx systems to support doctors in their clinical practice and act as a new end point in clinical trials. This proves the usefulness of artificial intelligence in the practice of evidence-based medicine; models trained on the consensus of large clinical boards have the potential of empowering clinicians in their daily practice and replacing current standard clinical end points in clinical trials.

2.
Skin Res Technol ; 29(6): e13357, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37357665

RESUMO

BACKGROUND: Hidradenitis suppurativa (HS) is a painful chronic inflammatory skin disease that affects up to 4% of the European adult population. International Hidradenitis Suppurativa Severity Score System (IHS4) is a dynamic scoring tool that was developed to be incorporated into the doctor's daily clinical practice and clinical studies. This helps measure disease severity and guides the therapeutic strategy. However, IHS4 assessment is a time-consuming and manual process, with high inter-observer variability and high dependence on the observer's expertise. MATERIALS AND METHODS: We introduce the Automatic International Hidradenitis Suppurativa Severity Score System (AIHS4), an automatic equivalent of IHS4 that deploys a deep learning model for lesion detection, called Legit.Health-IHS4net, based on the YOLOv5 architecture. AIHS4 was trained on Legit.Health-HS-IHS4, a collection of HS images manually annotated by six specialists and processed by a novel knowledge unification algorithm. RESULTS: Our results show that, with the current dataset size, our tool assesses the severity of HS cases with a performance comparable to that of the most expert physician. Furthermore, the model can be implemented into CADx systems to support doctors in their clinical practice and act as a new endpoint in clinical trials. CONCLUSION: Our work proves the potential usefulness of artificial intelligence in the practice of evidence-based dermatology: models trained on the consensus of large clinical boards have the potential to empower dermatologists in their daily practice and replace current standard clinical endpoints.


Assuntos
Hidradenite Supurativa , Adulto , Humanos , Hidradenite Supurativa/diagnóstico , Hidradenite Supurativa/terapia , Inteligência Artificial , Índice de Gravidade de Doença , Variações Dependentes do Observador , Qualidade de Vida
3.
Am J Dermatopathol ; 44(4): 291-293, 2022 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-34783708

RESUMO

ABSTRACT: Pulse granulomas are uncommon reactions to vegetable exogenous matter characterized by the presence of hyaline rings. Although they are usually found in the oral cavity or along the gastrointestinal or respiratory tracts, there are a few cases described outside those regions. We present the first case of a granulomatous reaction with hyaline rings in the skin reaction after an accidental wound and suggest the term pulse granuloma-like to describe lesions that resemble pulse granulomas but with no connection to the gastrointestinal or respiratory tracts. Moreover, we provide a graphic comparison of the hyaline rings observed in our case and the histologic sections of some plants that could have been involved.


Assuntos
Granuloma de Corpo Estranho/diagnóstico , Hialina , Ferimentos Penetrantes , Idoso , Diagnóstico Diferencial , Antebraço , Granuloma de Corpo Estranho/complicações , Granuloma de Corpo Estranho/patologia , Humanos , Masculino
7.
J Ultrasound Med ; 38(2): 529-531, 2019 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-30058165

RESUMO

The use of Mohs micrographic surgery for poorly defined cutaneous tumors is present in a few departments in Spain. Reintervention is occasionally necessary when the margins of the surgical specimen are invaded by the tumor. We propose the use of ultrasound to assess these margins by imaging the surgical specimen once excised.


Assuntos
Carcinoma Basocelular/diagnóstico por imagem , Neoplasias Cutâneas/diagnóstico por imagem , Idoso , Carcinoma Basocelular/cirurgia , Procedimentos Cirúrgicos Dermatológicos , Feminino , Humanos , Masculino , Estudos Prospectivos , Pele/diagnóstico por imagem , Neoplasias Cutâneas/cirurgia , Ultrassonografia/métodos
8.
J Cutan Pathol ; 45(4): 286-289, 2018 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-29345316

RESUMO

Hyperpigmentation in pregnancy is a common phenomenon, experienced to some degree by up to 90% of pregnant women. It mainly involves sun-exposed areas, but it can extend to non-exposed zones. Cases with extensive hyperpigmentation are rarely reported. In this paper, we describe the case of a 30-year-old phototype V woman in her 37th week of pregnancy, who presented with brownish hyperpigmentation of the skin in extensive areas, including both axillae, the abdomen and the lowest part of the back. In the abdomen, there was a reinforcement of the hyperpigmentation through the linea nigra and the umbilicus. The hyperpigmentation affected the buttocks as well and involved the intertriginous area between them. Histopathologic analysis showed a hyperpigmented basal layer of the epidermis with no melanocytic atypia or melanocytic nests. Histochemical staining for iron did not show any deposits. Immunohistochemical studies for HMB-45, Melan A and SOX10 demonstrated an increased number of melanocytes. There was hyperpigmentation of basal layer keratinocytes. We also performed immunohistochemical stains for estrogen and progesterone receptors, which were both negative. The patient was examined 3 months after delivery, evidencing a significant clearing of the lesions.


Assuntos
Hiperpigmentação/patologia , Complicações na Gravidez/patologia , Adulto , Feminino , Humanos , Hiperpigmentação/etiologia , Queratinócitos/patologia , Melanócitos/patologia , Gravidez , Pele/patologia
9.
Acta Dermatovenerol Croat ; 25(4): 305-306, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-30064607

RESUMO

Dear Editor, Lupus panniculitis or lupus profundus is a rare inflammatory complication found in patients with systemic lupus erythematosus (SLE), or discoid lupus erythematosus (DLE) (1). When the breast is involved, the term lupus mastitis (LM) is used. This disease involving the breast is rare, and the lesions may precede, coincide with, or occur later than the onset of other lupus lesions. Tissue biopsy is required to confirm the suspected diagnoses of LM. We report a case of a patient with lupus mastitis due to the important differential diagnosis. A 60-year-old woman presented with a painful nodular lesion in her left breast that had appeared 15 days ago (Figure 1, a). She had been previously diagnosed with discoid lupus erythematosus 3 years ago. Physical examination revealed a deep and firm erythematous subcutaneous nodule without overlying skin involvement in the lower-central portion of the left breast. Laboratory findings were positive for antinuclear antibodies (1:80) and double-stranded deoxynucleic acid antibodies (1:10). Mammography and ultrasounds showed an area of increased density and irregular breast tissue along with an important thickening of the overlying skin (Figure 1, b). On suspicion of malignancy, a needle biopsy of the breast lesion was performed and showed vacuolar alteration and lymphocytic infiltrate in the basal layer. Subcutaneous fat showed a lobular panniculitis with a prominent lymphocytic infiltrate and hyalinization of the fat lobules (hyaline fat necrosis). Direct immunofluorescence of the face biopsy revealed IgA, IgG, IgM, and C3 granular deposition. Based on these results, a diagnosis of lupus mastitis associated with DLE was established. Antimalarial therapy resulted in complete resolution of the clinical features. Three years later, the patient presented with a disfiguring atrophy with retraction in the damaged areas of the breast (Figure 2). Lupus mastitis is a very unusual disease that most commonly affects middle-aged women. The first case of LM was described by Tuffanelli in 1971. The lesions usually present following the diagnosis of SLE/DLE; however, on rare occasions they may be observed earlier (2). The histophysiology of this disease remains unclear, but the predominant theory suggests an autoimmune-related etiology. Corroborating evidence for this theory includes the finding of immune complexes, both at the basement membrane of the dermal-epidermal junction and in the blood vessels in the areas of panniculitis (3). Lupus mastitis may be present in the breast as single or multiple subcutaneous nodules that may be tender or painful and can progress to chronic ulcers over time or resolve, leaving atrophic scars. The overlying skin can be normal, erythematous, poikilodermic or ulcerated. When skin changes are prominent, the lesion may clinically and radiologically mimic inflammatory breast carcinoma. Mammographic and ultrasounds findings include an ill-defined breast density with or without associated microcalcifications (4). Histologically, this disease is characterized by lobular lymphocytic panniculitis and predominantly involves the fat lobule and the presence of anucleated adipocytes in a background of a glassy-appearing collagenous stroma (hyaline fat necrosis). Fibrinoid necrosis of the vessel wall has also been reported, but is usually absent (5). Differential diagnosis of lupus mastitis includes inflammatory breast carcinoma, primary medullary carcinoma, and other immune-mediated inflammatory conditions such as diabetic mastopathy. The first line of treatment the use of antimalarial drugs such as hydroxychloroquine. Systemic steroids and cyclophosphamide have also been used. Surgical treatment should be considered only in patients who do not respond to management with medications. In summary, we reported a case of lupus mastitis in a patient with discoid lupus erythematosus. This dermatosis should be considered in the differential diagnosis of breast lesions in lupus patients, and a biopsy of the breast lesion is essential to reject suspected malignancy. If the disease is left untreated, unsightly atrophy will appear; it is thus important to diagnose early on. The course of the disease tends to be chronic with remission and flares, so patients should be followed-up regularly due to the risk of recurrences in the same area or in a different location.


Assuntos
Lúpus Eritematoso Discoide/complicações , Lúpus Eritematoso Discoide/diagnóstico , Mastite/etiologia , Mastite/patologia , Feminino , Humanos , Mastite/diagnóstico por imagem , Pessoa de Meia-Idade
11.
AIDS ; 30(16): 2561-2563, 2016 10 23.
Artigo em Inglês | MEDLINE | ID: mdl-27536984

RESUMO

The immune reconstitution inflammatory syndrome (IRIS) remains a concern in severely immunosuppressed HIV-infected patients after starting antiretroviral therapy. We present an HIV-infected transgender woman with subcutaneous silicone fillers, who simultaneously developed tuberculosis-associated and silicone-related IRIS. We propose a possible connection between IRIS and the autoimmune/inflammatory syndrome induced by adjuvants (ASIA).


Assuntos
Preenchedores Dérmicos/efeitos adversos , Infecções por HIV/complicações , Infecções por HIV/tratamento farmacológico , Silicones/efeitos adversos , Adulto , Ásia , Humanos , Síndrome Inflamatória da Reconstituição Imune , Pessoas Transgênero , Tuberculose/patologia
17.
Dermatol Online J ; 20(9)2014 Sep 16.
Artigo em Espanhol | MEDLINE | ID: mdl-25244177

RESUMO

The onset of umbilical nodules with no previous abdominal surgeries or known endometriosis in other locations characterizes primary umbilical endometriosis. We present a 43-year-old woman with a painful umbilical nodule for several months. We report this case to emphasize the importance of the differential diagnosis of umbilical nodules, especially in women during the reproductive period.


Assuntos
Endometriose/patologia , Umbigo/patologia , Adulto , Diagnóstico Diferencial , Feminino , Humanos
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