Feature Extraction In Ultrasound Medical Images

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Deep feature extraction and classification of breast …

https://link.springer.com/article/10.1007/s11042-020-09337-z

Controlled despeckling (structure/edges/feature preservation with smoothing the homogeneous areas) is a desired pre-processing step for the design of computer-aided diagnostic (CAD) systems using ultrasound images as the presence of speckle noise …

A hybrid feature extraction technique for content based …

https://link.springer.com/article/10.1007/s11042-022-11901-8

In this paper hybrid feature extraction algorithm for the medical images has been proposed. These medical images are a mixture of the ultrasound image, Brain …

Segmentation and Feature Extraction in Medical Imaging …

https://www.sciencedirect.com/science/article/pii/S187705092030644X

In this paper, authors survey on various segmentation and feature extraction methods in medicinal images used for preprocessing. ScienceDirect Available online at …

Analysis on Various Feature Extraction …

https://www.researchgate.net/publication/342710840_Analysis_on_Various_Feature_Extraction_Methods_for_Medical_Image_Classification

Medical image processing involves four phases like Preprocessing, Segmentation, Feature Extraction …

Feature extraction from Medical Images and …

https://thevatsalsaglani.medium.com/feature-extraction-from-medical-images-and-an-introduction-to-xtract-features-9a225243e94b

5. Feature Extraction. By now you may be longing for the fulfillment of the commitment made at the start, extracting a bunch of features from every image …

Feature Extraction of Kidney Tissue Image Based on …

https://www.hindawi.com/journals/jhe/2021/9915697/

The kidney tissue image is affected by other interferences in the tissue, which makes it difficult to extract the kidney tissue image features, and it is difficult to judge the …

Feature Extraction and Classification of Digital Kidney …

https://www.researchgate.net/publication/367632648_Feature_Extraction_and_Classification_of_Digital_Kidney_Ultrasound_Images_A_Hybrid_Approach

Segmenting a region of interest in medical ultrasound image is a difficult task because of variation in object shape, orientation and image quality. ... The proposed …

Computer Vision Feature Extraction 101 on …

https://towardsdatascience.com/computer-vision-feature-extraction-101-on-medical-images-part-2-identity-translation-scaling-90d160bcd41e

Here we are going to make the image smaller by factor of 0.75 in the x (horizontal direction) while making the image bigger by factor of 1.25 in the y (vertical …

Local relative GLRLM-based texture feature extraction …

https://ieeexplore.ieee.org/abstract/document/6030630

Abstract: This paper presents a new approach of extracting local relative texture feature from ultrasound medical images using the Gray Level Run Length Matrix (GLRLM) …

Feature Extraction and Selection of kidney Ultrasound …

https://www.sciencedirect.com/science/article/pii/S1877050920308486

Feature Extraction and Selection After pre-processing of US images, texture statistical features were extracted using GLCM algorithm. A total of 44 features were …

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