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https://www.readbyqxmd.com/read/28226758/a-deep-bag-of-features-model-for-the-classification-of-melanomas-in-dermoscopy-images
#1
S Sabbaghi, M Aldeen, R Garnavi, S Sabbaghi, M Aldeen, R Garnavi, M Aldeen, S Sabbaghi, R Garnavi
Deep learning and unsupervised feature learning have received great attention in past years for their ability to transform input data into high level representations using machine learning techniques. Such interest has been growing steadily in the field of medical image diagnosis, particularly in melanoma classification. In this paper, a novel application of deep learning (stacked sparse auto-encoders) is presented for skin lesion classification task. The stacked sparse auto-encoder discovers latent information features in input images (pixel intensities)...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28218469/diagnostic-accuracy-of-reflectance-confocal-microscopy-using-vivascope-for-detecting-and-monitoring-skin-lesions-a-systematic-review
#2
S J Edwards, G Osei-Assibey, R Patalay, V Wakefield, C Karner
BACKGROUND: Skin cancer is one of the most common cancers in the UK. Patients with suspicious skin lesions are assessed clinically with/without dermoscopy, and lesions still considered suspicious are then surgically removed or have the diagnosis confirmed by a punch biopsy. AIM: To evaluate the diagnostic accuracy of the in vivo VivaScope(©) reflective confocal microscopy (RCM) system, a noninvasive technology designed to provide a more accurate presurgical diagnosis, leading to fewer biopsies of benign lesions, or to provide greater accuracy for lesion margins...
February 20, 2017: Clinical and Experimental Dermatology
https://www.readbyqxmd.com/read/28218344/familial-melanoma-associated-with-li-fraumeni-syndrome-and-atypical-mole-syndrome-total-body-digital-photography-dermoscopy-and-confocal-microscopy
#3
Priscila Giavedoni, Marnie Ririe, Cristina Carrera, Susana Puig, Josep Malvehy
Li-Fraumeni syndrome (LFS) is a rare autosomal dominant disorder caused by a mutation in the p53 gene. Melanoma is considered to be a rare, controversial component of LFS. The aim of this study is to describe the utility of systematic screening for melanoma in patients with LFS and atypical mole syndrome. Two 28-year-old identical twin sisters with LFS and atypical moles were monitored by physical examination, total-body digital photography and dermoscopy be-tween 2006 and 2014. A total of 117, predominantly dark-brown, reticular naevi were identified on case 1 and 105 on case 2...
February 20, 2017: Acta Dermato-venereologica
https://www.readbyqxmd.com/read/28196618/dermoscopic-features-predicting-the-presence-of-mitoses-in-thin-melanoma
#4
S Ribero, G Argenziano, A Lallas, E Moscarella, E Benati, M Raucci, S Piana, C Longo
BACKGROUND: The latest AJCC classification has included the number of mitoses as a factor for upstaging thin melanomas. Meanwhile, while dermoscopy has often been used to predict melanoma thickness, its value in predicting number of mitoses remains unknown. OBJECTIVE: Our aim is to evaluate the correlation between dermoscopic features and the presence of mitoses in a consecutive cohort of thin melanomas. METHODS: A case control study has been performed to identify specific dermoscopic parameters that could differentiate thin melanomas with 1 or more mitoses per mm2 from those without mitoses...
February 3, 2017: Journal of Dermatological Science
https://www.readbyqxmd.com/read/28191661/combined-in-vivo-reflectance-confocal-microscopy-and-digital-dermoscopy-for-follow-up-of-patients-at-high-risk-of-malignant-melanoma-a-prospective-case-series-study
#5
Uxúa Floristán Muruzábal, Reyes Gamo Villegas, Ana Pampín Franco, Fernando Pinedo Moraleda, Elia Pérez Fernández, José Luis López-Estebaranz
Digital dermoscopy (DD) follow up is a useful strategy for monitoring patients at high risk of melanoma. Reflectance confocal microscopy (RCM) is a valuable second-level examination after dermoscopy for the evaluation of difficult to diagnose lesions. The aim of this study was to assess the value of RCM in routine DD monitoring of patients at high risk of melanoma. In this prospective study, performed over 22 months, changing melanocytic lesions were detected by DD and excised. RCM imaging was performed before surgical excision of all the lesions, and histopathology used as the gold standard diagnostic test...
February 13, 2017: Journal of Dermatology
https://www.readbyqxmd.com/read/28132411/a-case-report-of-disappearing-pigmented-skin-lesions-associated-with-pembrolizumab-treatment-for-metastatic-melanoma
#6
Z J Wolner, A A Marghoob, M P Pulitzer, M A Postow, M A Marchetti
Pembrolizumab is an immune checkpoint inhibitor that targets the programmed cell death (PD)-1 receptor. Common cutaneous adverse side effects of PD-1 inhibitors include maculopapular rash, pruritus, vitiligo, and lichenoid skin and mucosal reactions. Here, we describe a man in his sixties with metastatic melanoma treated with pembrolizumab who subsequently developed fading or disappearance of pigmented skin lesions, lightening of the skin, and poliosis of the eyebrows, eyelashes, and scalp and body hair. Compared to baseline high-resolution three-dimensional total body photography, we observed fading or disappearing of solar lentigines, seborrheic keratoses, and melanocytic naevi, suggesting that PD-1 inhibitors may affect the evolution of these benign skin lesions...
January 28, 2017: British Journal of Dermatology
https://www.readbyqxmd.com/read/28121084/melanoma-clinical-and-dermoscopic-diagnosis
#7
Gabriella Brancaccio, Teresa Russo, Aimilios Lallas, Elvira Moscarella, Marina Agozzino, Giuseppe Argenziano
Missing the diagnosis of a melanoma is the worst dermatologist nightmare, especially when melanomas have a non-alarming clinical appearance and imitate a completely benign lesion. The use of dermoscopy has provided an effective tool to facilitate the differential diagnosis and to increasingly allow an early diagnosis of melanoma. The aim of this article is to summarize the most recent and important clinical and dermoscopic pearls to recognize melanoma at the earliest stages of its development.
January 24, 2017: Giornale Italiano di Dermatologia e Venereologia: Organo Ufficiale, Società Italiana di Dermatologia e Sifilografia
https://www.readbyqxmd.com/read/28118479/update-on-dermoscopy-of-spitz-reed-naevi-and-management-guidelines-by-the-international-dermoscopy-society
#8
REVIEW
A Lallas, Z Apalla, D Ioannides, E Lazaridou, A Kyrgidi, P Broganelli, R Alfano, I Zalaudek, G Argenziano
Spitzoid lesions represent a challenging and controversial group of tumours, in terms of clinical recognition, biologic behavior and management strategies. Although Spitz naevi are considered benign tumours, their clinical and dermoscopic morphologic overlap with spitzoid melanoma renders the management of spitzoid lesions particularly difficult. The controversy deepens because of the existence of tumours that cannot be safely histopathologically diagnosed as naevi or melanomas (atypical Spitz tumours). The dual objective of the present study was to provide an updated classification on dermoscopy of Spitz naevi, and management recommendations of spitzoid looking lesions based on a consensus among experts in the field...
January 24, 2017: British Journal of Dermatology
https://www.readbyqxmd.com/read/28109068/the-impact-of-dermoscopy-on-melanoma-detection-in-the-practice-of-dermatologists-in-europe-results-of-a-pan-european-survey
#9
A M Forsea, P Tschandl, I Zalaudek, V Del Marmol, H P Soyer, G Argenziano, A C Geller
BACKGROUND: Dermoscopy is a widely used technique that can increase the sensitivity and specificity of melanoma detection. Information is lacking on the impact of dermoscopy use on the detection of melanoma in the real-life practice of European dermatologists. OBJECTIVE: To identify factors that influence the benefit of using dermoscopy for increasing melanoma detection and lowering the number of unnecessary biopsies in the practice of European dermatologists. METHODS: We conducted a survey of dermatologists registered in 32 European countries regarding: the demographic and practice characteristics, dermoscopy training and use, opinions on dermoscopy and the self-estimated impact of dermoscopy use on the number of melanomas detected and the number of unnecessary biopsies performed in practice...
January 21, 2017: Journal of the European Academy of Dermatology and Venereology: JEADV
https://www.readbyqxmd.com/read/28065683/cutaneous-features-of-myotonic-dystrophy-types-1-and-2-implication-of-premature-aging-and-vitamin-d-homeostasis
#10
Elena Campione, Annalisa Botta, Monia Di Prete, Emanuele Rastelli, Manuela Gibellini, Antonio Petrucci, Sergio Bernardini, Giuseppe Novelli, Luca Bianchi, Augusto Orlandi, Roberto Massa, Chiara Terracciano
Skin changes have been described in myotonic dystrophy type 1 (DM1). However, whether and in which way skin is a target of specific disease alterations in DM1 and DM2 has not been yet clarified. This study aims to explore cutaneous features of DM1 and DM2 patients. Skin examination was performed in 60 DM1, 15 DM2, and 103 control, unselected patients by means of dermoscopy. It revealed quantitative and qualitative abnormalities of nevi and typical signs of premature aging in both DM1 and DM2 patients, with a significantly higher frequency of dysplastic nevi, alopecia, xerosis and seborrheic dermatitis...
November 16, 2016: Neuromuscular Disorders: NMD
https://www.readbyqxmd.com/read/28052277/unknown-primary-melanoma-worldwide-survey-on-clinical-management
#11
Simone Ribero, Riccardo Pampena, Veronique Bataille, Elvira Moscarella, Luc Thomas, Pietro Quaglino, Concetta Potenza, Alexander C J Van Akkooi, Alessandro Testori, Paul Nathan, Susana Puig, Iris Zalaudek, Giuseppe Argenziano, Caterina Longo
BACKGROUND: How to deal with melanoma of unknown primary (MUP) origin is a debated topic in the literature. OBJECTIVE: We performed a worldwide survey to inquire what clinical and investigational workup is performed as well as the physicians' perception of this disease. METHODS: A questionnaire was sent via mail to clinicians involved in melanoma care from December 2015 to April 2016 using the International Dermoscopy Society website. RESULTS: 119 physicians from 47 different countries answered the questionnaire...
January 5, 2017: Dermatology: International Journal for Clinical and Investigative Dermatology
https://www.readbyqxmd.com/read/28035218/melanoma-awareness-and-prevalence-of-dermoscopic-examination-among-internet-users-a-cross-sectional-survey
#12
Grazyna Kaminska-Winciorek, Jerzy Wydmanski, Maksymilian Gajda, Andrzej Tukiendorf
INTRODUCTION: Melanoma presents the greater threat to health the later the disease is detected and treated, although treatment results can be improved by the widespread use of dermoscopy. However, scarce data are available concerning the awareness of dermoscopy and the frequency of its performance in the non-patient population. AIM: To assess the awareness of melanoma detection by dermoscopic examination among the audience of a scientific website. MATERIAL AND METHODS: Respondents were invited to participate in an online cross-sectional survey...
December 2016: Postȩpy Dermatologii i Alergologii
https://www.readbyqxmd.com/read/28030717/pathologic-evaluation-of-skin-tumors-with-ex-vivo-dermoscopy-with-derm-dotting
#13
Marc Haspeslagh, Isabelle Hoorens, Nele Degryse, Ine De Wispelaere, Annemarie Degroote, Sarah Van Belle, Jan Verboven, Katrien Vossaert, Fabio Facchetti, Jo Van Dorpe, Sofie De Schepper, Lieve Brochez
Importance: Ex vivo dermoscopy (EVD) with derm dotting (DD) improves clinicopathologic correlation and the quality of diagnosis in skin tumors. Objective: To compare the diagnostic performance of the standard method of skin biopsy processing with the practice of EVD with DD. Design, Setting, and Participants: This retrospective study compares the diagnostic performance in 6526 skin biopsy specimens examined from 2008 to 2010 with a standard method of processing with 8584 biopsy specimens examined in 2015 with EVD and DD...
December 28, 2016: JAMA Dermatology
https://www.readbyqxmd.com/read/28026754/automated-melanoma-recognition-in-dermoscopy-images-via-very-deep-residual-networks
#14
Lequan Yu, Hao Chen, Qi Dou, Jing Qin, Pheng Ann Heng
Automated melanoma recognition in dermoscopy images is a very challenging task due to the low contrast of skin lesions, the huge intraclass variation of melanomas, the high degree of visual similarity between melanoma and non-melanoma lesions, and the existence of many artifacts in the image. In order to meet these challenges, we propose a novel method for melanoma recognition by leveraging very deep convolutional neural networks (CNNs). Compared with existing methods employing either low-level hand-crafted features or CNNs with shallower architectures, our substantially deeper networks (more than 50 layers) can acquire richer and more discriminative features for more accurate recognition...
December 21, 2016: IEEE Transactions on Medical Imaging
https://www.readbyqxmd.com/read/27996145/integrating-clinical-information-dermoscopy-and-reflectance-confocal-microscopy-to-improve-the-diagnostic-accuracy-and-confidence-of-amelanotic-and-lightly-pigmented-melanomas
#15
https://www.readbyqxmd.com/read/27913337/melanoma-classification-on-dermoscopy-images-using-a-neural-network-ensemble-model
#16
Feng-Ying Xie, Haidi Fan, Li Yang, Zhi-Guo Jiang, Ru-Song Meng, Alan Bovik
We develop a novel method for classifying melanocytic tumors as benign or malignant by the analysis of digital dermoscopy images. The algorithm follows three steps: first, lesions are extracted using a self-generating neural network (SGNN); second, features descriptive of tumor color, texture and border are extracted; and third, lesion objects are classified using a classifier based on a neural network ensemble model. In clinical situations, lesions occur that are too large to be entirely contained within the dermoscopy image...
December 1, 2016: IEEE Transactions on Medical Imaging
https://www.readbyqxmd.com/read/27892649/thresholding-methods-for-lesion-segmentation-of-basal-cell-carcinoma-in-dermoscopy-images
#17
R Kaur, R LeAnder, N K Mishra, J R Hagerty, R Kasmi, R J Stanley, M E Celebi, W V Stoecker
PURPOSE: Algorithms employed for pigmented lesion segmentation perform poorly on dermoscopy images of basal cell carcinoma (BCC), the most common skin cancer. The main objective was to develop better methods for BCC segmentation. METHODS: Fifteen thresholding methods were implemented for BCC lesion segmentation. We propose two error metrics that better measure the type II error: Relative XOR Error and Lesion Capture Ratio. RESULTS: On training/test sets of 305 and 34 BCC images, respectively, five new techniques outperform two state-of-the-art methods used in segmentation of melanomas, based on the new error metrics...
November 28, 2016: Skin Research and Technology
https://www.readbyqxmd.com/read/27878858/non-invasive-tools-for-the-diagnosis-of-cutaneous-melanoma
#18
REVIEW
C Fink, H A Haenssle
BACKGROUND: While the excisional biopsy and histological examination of suspicious lesions remains the current gold standard for diagnosing cutaneous melanoma (CM), there is a demand for more objective and non-invasive examination methods that may support clinicians in their decision when to biopsy or not. METHODS: This review is based on publications and guidelines retrieved by a selective search in PubMed and MEDLINE and focused on non-invasive diagnostic strategies for detecting melanoma...
November 22, 2016: Skin Research and Technology
https://www.readbyqxmd.com/read/27867748/pigmented-bowen-s-disease-presenting-with-a-starburst-pattern
#19
Vincenzo Maione, Enzo Errichetti, Sara Laurent Roussel, Celeste Lebbé
Pigmented Bowen's disease (pBD) is an uncommon in situ squamous cell carcinoma of the skin usually presenting as a dark scaly plaque involving chronically exposed sites, which is not uncommonly mistaken for other similar pigmented lesions, such as melanoma, pigmented basal cell carcinoma or seborrheic keratosis [1,2]. Dermoscopy has been proven to improve its diagnosis by showing several findings, i.e., gray/brownish dots in linear arrangement, scales, coiled vessels, focal/multifocal amorphous hypopigmentation and bluish structureless areas [1,2]...
October 2016: Dermatology Practical & Conceptual
https://www.readbyqxmd.com/read/27867742/dermoscopic-appearance-of-an-amelanotic-mucosal-melanoma
#20
Andreas Blum, Ulrike Beck-Zoul, Laura Held, Sylvie Haase
BACKGROUND: Hypomelanotic or amelanotic melanomas are challenging to identify, especially at mucosal sites. The dermoscopic clues to the diagnosis of mucosal melanomas have been reported to be structureless zones with the presence of blue, gray, or white colors. CASE: A female in her seventies noted a new lesion on the inside of her right labia that first appeared two months prior. Her past medical history was significant for rheumatoid arthritis requiring ongoing treatment with methotrexate for 20 years and adalimumab for 10 years...
October 2016: Dermatology Practical & Conceptual
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