Search Results - "CELEBI, M"

Dermoscopy Image Analysis: Overview and Future Directions by Celebi, M. Emre, Codella, Noel, Halpern, Allan

“…Dermoscopy is a non-invasive skin imaging technique that permits visualization of features of pigmented melanocytic neoplasms that are not discernable by…”
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A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer by Barata, Catarina, Celebi, M. Emre, Marques, Jorge S.

“…Dermoscopy image analysis (DIA) is a growing field, with works being published every week. This makes it difficult not only to keep track of all the…”
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Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images by Marchetti, Michael A., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.

“…Computer vision may aid in melanoma detection. We sought to compare melanoma diagnostic accuracy of computer algorithms to dermatologists using dermoscopic…”
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Improving Dermoscopy Image Classification Using Color Constancy by Barata, Catarina, Emre Celebi, M., Marques, Jorge S.

“…Robustness is one of the most important characteristics of computer-aided diagnosis systems designed for dermoscopy images. However, it is difficult to ensure…”
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A comparative study of efficient initialization methods for the k-means clustering algorithm by Celebi, M. Emre, Kingravi, Hassan A., Vela, Patricio A.

“…► K-means is the most widely used partitional clustering algorithm. ► k-means is highly sensitive to the selection of the initial centers. ► We present an…”
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DermoDeep-A classification of melanoma-nevus skin lesions using multi-feature fusion of visual features and deep neural network by Abbas, Qaisar, Celebi, M. Emre

“…The Scientific community has been developing computer-aided detection systems (CADs) for automatic diagnosis of pigmented skin lesions (PSLs) for nearly…”
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Lesion border detection in dermoscopy images using ensembles of thresholding methods by Emre Celebi, M, Wen, Quan, Hwang, Sae, Iyatomi, Hitoshi, Schaefer, Gerald

“…Dermoscopy is one of the major imaging modalities used in the diagnosis of melanoma and other pigmented skin lesions. Due to the difficulty and subjectivity of…”
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A survey on deep learning for skin lesion segmentation by Mirikharaji, Zahra, Abhishek, Kumar, Bissoto, Alceu, Barata, Catarina, Avila, Sandra, Valle, Eduardo, Celebi, M. Emre, Hamarneh, Ghassan

“…Skin cancer is a major public health problem that could benefit from computer-aided diagnosis to reduce the burden of this common disease. Skin lesion…”
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Development of a clinically oriented system for melanoma diagnosis by Barata, Catarina, Emre Celebi, M., Marques, Jorge S.

“…•A clinically computer aided diagnosis system is proposed for melanoma diagnosis.•The system diagnoses the lesions using features that have a medical…”
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Mean shift based gradient vector flow for image segmentation by Zhou, Huiyu, Li, Xuelong, Schaefer, Gerald, Celebi, M. Emre, Miller, Paul

“…•Classical GVF based algorithms face challenges such as over- or under-segmentation.•Our MSGVF algorithm pursues a minimised combination of mean shift and GVF…”
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Diverse adversarial network for image super-resolution by Zareapoor, Masoumeh, Celebi, M. Emre, Yang, Jie

“…Recently, there is a fast growth in Generative adversarial network and many works have appeared focusing not only images but also videos. Despite of remarkable…”
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Four-Class Classification of Skin Lesions With Task Decomposition Strategy by Shimizu, Kouhei, Iyatomi, Hitoshi, Celebi, M. Emre, Norton, Kerri-Ann, Tanaka, Masaru

“…This paper proposes a new computer-aided method for the skin lesion classification applicable to both melanocytic skin lesions (MSLs) and nonmelanocytic skin…”
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On the evaluation of general sparse hybrid linear solvers by Farea, Afrah, Çelebi, M. Serdar

“…General sparse hybrid solvers are commonly used kernels for solving wide range of scientific and engineering problems. This work addresses the current problems…”
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Checklist for Evaluation of Image-Based Artificial Intelligence Reports in Dermatology: CLEAR Derm Consensus Guidelines From the International Skin Imaging Collaboration Artificial Intelligence Working Group by Daneshjou, Roxana, Barata, Catarina, Betz-Stablein, Brigid, Celebi, M Emre, Codella, Noel, Combalia, Marc, Guitera, Pascale, Gutman, David, Halpern, Allan, Helba, Brian, Kittler, Harald, Kose, Kivanc, Liopyris, Konstantinos, Malvehy, Josep, Seog, Han Seung, Soyer, H Peter, Tkaczyk, Eric R, Tschandl, Philipp, Rotemberg, Veronica

“…The use of artificial intelligence (AI) is accelerating in all aspects of medicine and has the potential to transform clinical care and dermatology workflows…”
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Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation by Jiang, Richard, Chazot, Paul, Pavese, Nicola, Crookes, Danny, Bouridane, Ahmed, Celebi, M. Emre

“…Facial phenotyping for medical prediagnosis has recently been successfully exploited as a novel way for the preclinical assessment of a range of rare genetic…”
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Pattern classification of dermoscopy images: A perceptually uniform model by Abbas, Qaisar, Celebi, M.E., Serrano, Carmen, Fondón García, Irene, Ma, Guangzhi

“…Pattern classification of dermoscopy images is a challenging task of differentiating between benign melanocytic lesions and melanomas. In this paper, a novel…”
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Colour and contrast enhancement for improved skin lesion segmentation by Schaefer, Gerald, Rajab, Maher I, Emre Celebi, M, Iyatomi, Hitoshi

“…Abstract Accurate extraction of lesion borders is a critical step in analysing dermoscopic skin lesion images. In this paper, we consider the problems of poor…”
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Guest Editorial Skin Image Analysis in the Age of Deep Learning by Celebi, M. Emre, Barata, Catarina, Halpern, Allan, Tschandl, Philipp, Combalia, Marc, Liu, Yuan

“…The papers in this special section focus on skin image analysis using deep learning applications. Skin is the largest organ of the human body, and is the first…”
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Guest editorial: Image analysis in dermatology by Celebi, M. Emre, Barata, Catarina, Halpern, Allan, Tschandl, Philipp, Combalia, Marc, Liu, Yuan

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Lesion border detection in dermoscopy images by Celebi, M.Emre, Iyatomi, Hitoshi, Schaefer, Gerald, Stoecker, William V

“…Abstract Background Dermoscopy is one of the major imaging modalities used in the diagnosis of melanoma and other pigmented skin lesions. Due to the difficulty…”
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