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[PDF] Top 20 Computational methods for the image segmentation of pigmented skin lesions: a review

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Computational methods for the image segmentation of pigmented skin lesions: a review

Computational methods for the image segmentation of pigmented skin lesions: a review

... On the other hand, there is also a great interest concerning the image segmentation step of the CAD ...representation of the lesion under study, and extraction ... See full document

30

A review of computational methods applied for identification and quantification of atherosclerotic plaques in images

A review of computational methods applied for identification and quantification of atherosclerotic plaques in images

... Although the aforementioned studies have proved to be effective on identi- fying atherosclerotic plaque components, some drawbacks must be ...for the segmentation of atherosclerotic plaque ... See full document

55

A Review On Segmentation Based Image Compression Techniques

A Review On Segmentation Based Image Compression Techniques

... as the number and size of images to be archived and transmitted over general purpose networks grow ...Various methods have been proposed for image ...lossy image compression, the ... See full document

7

Pattern Recognition in Pigmented Skin Lesion Images using Ensemble Methods

Pattern Recognition in Pigmented Skin Lesion Images using Ensemble Methods

... segment skin lesion images [44,71,72]. For example, the k-means clustering algorithm is used by Castillejos et ...[71]. The authors present a novel approach to segment the images based on ... See full document

216

A review of algorithms for medical image segmentation and their applications to the female pelvic cavity

A review of algorithms for medical image segmentation and their applications to the female pelvic cavity

... on the level set method (Osher and Sethian, 1988) which was initially proposed to handle the topological changes during the curve ...evolution. The main idea of the level set ... See full document

36

Analysis of Temporal Variations in Dermoscopy Images of Pigmented Skin Lesions by Machine Learning Techniques

Analysis of Temporal Variations in Dermoscopy Images of Pigmented Skin Lesions by Machine Learning Techniques

... on methods com- monly used in the ...for the next step (segmentation) reducing and smoothing undesired ...artifacts. The segmentation step allows to define the region ... See full document

64

A self-surveillance system for change detection of pigmented skin lesions

A self-surveillance system for change detection of pigmented skin lesions

... The methods were evaluated in four different metrics: the Hammoude distance (HM), the true detection rate (TDR), the false positive rate (FPR), and the Hausdorff distance ... See full document

104

An analysis on segmentation methods for skin lesions

An analysis on segmentation methods for skin lesions

... on the removal of the noise presented in the input images, but too many iterations tend to affect the original irregularities of the lesions’ ...one image to ... See full document

6

Segmentation and classification of structures of the carotid and coronary arteries for image-based evaluation of atherosclerotic lesions

Segmentation and classification of structures of the carotid and coronary arteries for image-based evaluation of atherosclerotic lesions

... Evaluation of the arterial system represents an important step towards the identification of disorders related to the reduction or even the blockage of the blood ... See full document

219

A review of the quantification and classification of pigmented skin lesions: from dedicated to hand-held devices

A review of the quantification and classification of pigmented skin lesions: from dedicated to hand-held devices

... diagnosis. The results show a ...time of 2-5 ...part of the image processing locally (segmentation, feature extraction, classification), but may also use a cloud service to ... See full document

34

Application of AI Techniques in Medical Image Segmentation and Novel Categorization of Available Methods and Tools

Application of AI Techniques in Medical Image Segmentation and Novel Categorization of Available Methods and Tools

... features of disease or subsequent lesion in MIA, segmentation of the ROI should be done ...manual segmentation is too time-consuming. So segmentation of many scans is not ... See full document

5

FISICO: Fast Image SegmentatIon COrrection.

FISICO: Fast Image SegmentatIon COrrection.

... From the early 1980s, the problem of segmentation has been addressed from a variety of directions ...recognition, image processing, and computer vision fields have assembled a ... See full document

17

Methods and Results: Forty biopsies from skin lesions (20 with compact granuloma – G1

Methods and Results: Forty biopsies from skin lesions (20 with compact granuloma – G1

... variants of the cytokine genes seem to contribute to the resistance or susceptibility to several diseases ...evaluate the -308G/A single nucleotide polymorphism (SNP) in the tumor ... See full document

7

Segmentation of Aberrant Crypt Foci using Computational Vision

Segmentation of Aberrant Crypt Foci using Computational Vision

... is the gold standard for screening colorectal ...from the anus to the cecum, allowing the visualization of the entire colon, unlike the flexible ...removal of ... See full document

108

CNN-Based Refinement for Image Segmentation

CNN-Based Refinement for Image Segmentation

... to the traditional encoder-decoder networks, where the same data augmentation trans- formations have to always be applied in parallel to both the image and the segmentation mask, ... See full document

61

Computational methods for the identification of  transcriptional regulation modules

Computational methods for the identification of transcriptional regulation modules

... is of particular interest if we want to have an objective measure to compare sets of sequences in order deter- mine whether one of them is more bound by common motifs than the ...other. ... See full document

187

Enhanced Image Registration Technique for Medical Image Segmentation

Enhanced Image Registration Technique for Medical Image Segmentation

... processing of transforming different forms of data into single co-ordinate system is called image ...fuse the data which is obtained from different measurements. The discrete expansion ... See full document

7

Pigmented Villonodular Synovitis: a diagnostic challenge. Review of 28 cases

Pigmented Villonodular Synovitis: a diagnostic challenge. Review of 28 cases

... and Methods. Retrospective study of the his- tologically proven cases of PVNS, diagnosed between January 1998 and April 2010 in the Orthopaedics De- partment of Coimbra ... See full document

7

BLOOD CELL IMAGE SEGMENTATION AND COUNTING

BLOOD CELL IMAGE SEGMENTATION AND COUNTING

... shows the original blood image ...for segmentation and counting this image is first converted in to gray scale and then noise is ...into the data via any electrical system used for ... See full document

6

An Active Contour for Range Image Segmentation

An Active Contour for Range Image Segmentation

... on the range images were presented and improvements have been made but not using the deformable model, this may be due to the noise in the range image (the range images are too ... See full document

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