2020
DOI: 10.1016/j.bspc.2020.101959
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Fractal analysis tools for early assessment of liver inflammation induced by chronic consumption of linseed, palm and sunflower oils

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Cited by 9 publications
(4 citation statements)
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“…In recent years, different types of computational image analysis have found their application in life sciences, with the potential to change the future of medicine [ 8 , 9 ]. Fractal analysis, as a method for quantifying the complexity of natural objects, is being increasingly used in biomedical research [ 10 13 ], including a few studies in the field of microbiology, focusing on bacteria [ 14 , 15 ], fungi [ 16 ], and Plasmodium [ 17 ]. In addition, particle analysis, a computational biology method for precise cell counting [ 18 ], has been successfully applied in several studies for the counting of parasites, including T .…”
Section: Introductionmentioning
confidence: 99%
“…In recent years, different types of computational image analysis have found their application in life sciences, with the potential to change the future of medicine [ 8 , 9 ]. Fractal analysis, as a method for quantifying the complexity of natural objects, is being increasingly used in biomedical research [ 10 13 ], including a few studies in the field of microbiology, focusing on bacteria [ 14 , 15 ], fungi [ 16 ], and Plasmodium [ 17 ]. In addition, particle analysis, a computational biology method for precise cell counting [ 18 ], has been successfully applied in several studies for the counting of parasites, including T .…”
Section: Introductionmentioning
confidence: 99%
“…Here, a total of 18 grid cell sizes were used to obtain data points for fitting the regression curves to describe the scale-count power law dependence. Specifically, grid cells sized ε ∈ {5, 6,7,8,9,10,12,14,16,18,20,23,27,30,35,40,46, 52} px were used in both the box counting method and the cumulative mass method. Figure 1 shows an example binary image of a nucleus and also illustrates the typical nucleus size and the look of the chromatin texture, covered by grid cells of different sizes, ε.…”
Section: Fractal Analysismentioning
confidence: 99%
“…In the field of medical science, the concept of fractals has been used for both image [1][2][3][4][5][6][12][13][14] and signal [15][16][17][18] analysis. The fractal feature-based image analysis employed so far in gastroenterology has shown promising results in cancer research [19][20][21][22][23] and has helped in the analysis of wireless capsule endoscopy [24] and colonoscopy images [25].…”
Section: Introductionmentioning
confidence: 99%
“…Specifically, in recent years, multifractal analysis has received growing attention in biomedical engineering. For example, it was applied in the analysis of various biophysiological signals, including EEG [ 3 , 4 , 5 , 6 , 7 , 8 , 9 , 10 ], ECG [ 11 , 12 , 13 , 14 , 15 ], magnetic resonance images and brainstem volume [ 16 , 17 , 18 ], mammograms [ 19 , 20 ], bone radiographic images [ 21 ], retina digital images [ 22 ], dental implant ultrasonic signal [ 23 ], and liver tissue images [ 24 ], to name few.…”
Section: Introductionmentioning
confidence: 99%