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401“…In comparison, the maximal interclass variance method (OTSU) and the fuzzy C-means (FCM) method produced results with error rates of 9.8 % and 7.9 %, respectively. …”
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402por Fatema, Kaniz, Rony, Md Awlad Hossen, Azam, Sami, Mukta, Md Saddam Hossain, Karim, Asif, Hasan, Md Zahid, Jonkman, Mirjam“…These included Gradient-weighted Class Activation Mapping (Grad-Cam) to detect the ROI, cropping the ROI portion, applying histogram equalization (HE) to improve contrast, brightness, and image quality, and noise reduction (using Otsu thresholding, inverting the image, and morphological closing). …”
Publicado 2023
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403“…Our approach identifies nuclei using the dynamic Otsu threshold and RIF by enhanced Laplacian filtering and maximum entropy thresholding steps and, has an application 'batch optimisation' process to ensure reproducible quantification of RIF. …”
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404“…After pre-processing, Otsu's threshold is applied to binarize the image, which is further segmented via watershed. …”
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405por Guillaud, Martial, Buys, Timon P. H., Carraro, Anita, Korbelik, Jagoda, Follen, Michele, Scheurer, Michael, Storthz, Karen Adler, van Niekerk, Dirk, MacAulay, Calum E.“…We achieved semi-automated delineation of proliferation status and epithelial cell layers using Otsu segmentation, manual image review, Voronoi tessellation, and immuno-staining. …”
Publicado 2014
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406“…For the remaining four evaluated algorithms (IsoData, Maximum Entropy, MinError, and Otsu) an incompatibility with photographs containing overexposed pixels was detected. …”
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407“…Then, the decomposed image is binarized applying Otsu’s threshold allowing for obtaining the contours that describe the contrast variations. …”
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408por Gao, Zi-Hou, Huang, Tao-Hua, Jiang, Bao-Gui, Jia, Na, Liu, Zheng-Xiang, Shao, Zong-Ti, Jiang, Rui-Ruo, Liu, Hong-Bo, Wei, Ran, Li, Yu-Qiong, Yao, Hong-Wu, von Fricken, Michael E., Jiang, Jia-Fu, Du, Chun-Hong, Cao, Wu-Chun“…The near full-length 18S rRNA gene revealed that there were two types of B. microti, Kobe and Otsu, which demonstrate the genetic diversity and regional distribution. …”
Publicado 2017
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409por Thakran, Snekha, Chatterjee, Subhajit, Singhal, Meenakshi, Gupta, Rakesh Kumar, Singh, Anup“…In step-1, outer segmentation of breast tissue from rest of body parts was performed on structural images (T(2)-W/T(1)-W/PD-W without fat saturation images) using automatic landmarks detection technique based on operations like profile screening, Otsu thresholding, morphological operations and empirical observation. …”
Publicado 2018
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410por Terheyden, Jan Henrik, Wintergerst, Maximilian W. M., Falahat, Peyman, Berger, Moritz, Holz, Frank G., Finger, Robert P.“…VD and VSD were calculated with manual thresholding and six automated thresholding algorithms (Huang, Li, Otsu, Moments, Mean, Percentile) using ImageJ and compared in terms of intra-class correlation coefficients, measurement differences and repeatability coefficients. …”
Publicado 2020
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411por von der Esch, Elisabeth, Kohles, Alexander J., Anger, Philipp M., Hoppe, Roland, Niessner, Reinhard, Elsner, Martin, Ivleva, Natalia P.“…The TUM-ParticleTyper software localizes particles using an adaptive threshold with results comparable to the “gold standard” method (manual localization by an expert) and surpasses the commonly used Otsu thresholding by doubling the rate of true positive localizations. …”
Publicado 2020
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412“…In lung parenchyma segmentation, the maximum Between-Class Variance method (OTSU), corrosion and expansion methods were used to automatically obtain the foreground and background seed points of random walk algorithm in lung parenchyma region. …”
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413“…The process first converts the captured microscope images into HSV format for obtaining the H component. Otsu thresholding is applied to segment the WBC area. …”
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414por Algarni, Mona, Al-Rezqi, Abdulkader, Saeed, Faisal, Alsaeedi, Abdullah, Ghabban, Fahad“…Further, the binarization of enhanced images was executed by the means of OTSU thresholding. The segmentation of coronary arteries was performed by implementing the Attention-based Nested U-Net, in which the attention estimator was incorporated to overcome the difficulties caused by intersections and overlapped arteries. …”
Publicado 2022
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415por Islam, Md Shofiqul, Sultana, Sunjida, Farid, Fahmid Al, Islam, Md Nahidul, Rashid, Mamunur, Bari, Bifta Sama, Hashim, Noramiza, Husen, Mohd Nizam“…In this proposed method, we preprocess the image with bilateral filtering and Otsu segmentation. Then, we use the Conditional Generative Adversarial Network (CGAN) model to generate a synthetic image from the image which is preprocessed in the previous stage. …”
Publicado 2022
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416por Freedman, Isaac G., Li, Emily, Hui, Lucy, Adelman, Ron A., Nwanyanwu, Kristen, Wang, Jay C.“…The 8 × 8 mm superficial slab images underwent 4 different preprocessing methods (none, background subtraction [BGS], foveal avascular zone brightness adjustment, and contrast limited adaptive histogram equalization [CLAHE]) followed by 4 different binarization algorithms (global Huang, global Otsu, local Niblack, and local Phansalkar) in ImageJ. …”
Publicado 2022
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417“…The current method employed for such tasks is the Otsu-based 3D watershed algorithm, which works well for isolated cells; however, it is very challenging to draw boundaries when the cells are clumped. …”
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418por Araki, Hisazumi, Tanaka, Yuki, Yoshida, Syohei, Morita, Yoshikata, Kume, Shinji, Isshiki, Keiji, Araki, Shin‐ichi, Uzu, Takashi, Kashiwagi, Atsunori, Maegawa, Hiroshi“…MATERIALS AND METHODS: We analyzed 21 patients with type 2 diabetes and estimated glomerular filtration rates <60 mL/min/1.73 m(2) receiving long‐term insulin in Shiga University of Medical Science Hospital, Otsu, Shiga, Japan. Their β‐cell function was assessed by measuring urinary C‐peptide and C‐peptide immunoreactivity (CPR) index, along with glucagon loading and oral glucose tolerance tests. …”
Publicado 2013
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419por Zhu, Biyun, Luo, Wei, Li, Baoping, Chen, Budong, Yang, Qiuying, Xu, Yan, Wu, Xiaohua, Chen, Hui, Zhang, Kuan“…METHODS: Lung fields were first extracted by combining the traditional Otsu-threshold method with a morphological reconstruction on digital radiographs (DRs), and then subdivided into six non-overlapping regions (region (a-f)). …”
Publicado 2014
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420“…Three segmentation methods are considered: a fixed 42% threshold (FT), the Otsu method (OM) and a method based on Fourier surfaces (FS). …”
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