Medical image visualization has secured an important place in modern diagnostics. The standard format for storage and exchange of such images is DICOM (Digital imaging and Communications in Medicine). It has neverthel...
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ISBN:
(数字)9798331521691
ISBN:
(纸本)9798331521707
Medical image visualization has secured an important place in modern diagnostics. The standard format for storage and exchange of such images is DICOM (Digital imaging and Communications in Medicine). It has nevertheless found extensive application, despite the fact that traditional means of 2D visualization can normally not provide a full understanding of complex anatomical structures. This paper introduces DMIM, a 3D medical image modeling framework that leverages the DICOM structure to enhance medical image visualization. The framework employs high-level Python libraries and integrates MongoDB, a NoSQL database, to efficiently manage large-scale medical datasets. It provides an interactive, web-based 3D visualization platform using WebGL, offering tools for real-time image manipulation such as rotation, zooming, and panning. The DMIM framework presents a scalable and accessible solution, with the potential to significantly impact clinical diagnostics and medical research by enabling intuitive visualization and interpretation of complex medical images.
This study is an extension of our previously published manuscript [2]. Building upon the foundations laid in our earlier work, this research further refines and extends the transformer-based approach to enhance its di...
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An established method that has been researched for decades by the domains of computer vision, computergraphics, and machine learning is three-dimensional object recognition. Since 2015, convolutional neural networks ...
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ISBN:
(数字)9798331512088
ISBN:
(纸本)9798331512095
An established method that has been researched for decades by the domains of computer vision, computergraphics, and machine learning is three-dimensional object recognition. Since 2015, convolutional neural networks (CNNs) have become more and more well-liked and have demonstrated exceptional performance so far. In this paper, the focus is on processing of any random image to recognize different objects contained in the image using coordinate geometry along the X, Y and Z coordinate axes. An innovative and groundbreaking 3D Object Recognition Technique has been proposed using Weiler Atherton Polygon Clipping along with visualization using 3D Image Rendering. Upon successful implementation of this technique, it can be further utilized in various domains of major industrial sectors across the globe.
This book constitutes the refereed proceedings of the internationalconference, VISIGRAPP 2012, the Joint conference on computer Vision Theory and Applications (VISAPP), on computergraphics Theory and Applications (G...
ISBN:
(数字)9783642382413
ISBN:
(纸本)9783642382406;9783642382413
This book constitutes the refereed proceedings of the internationalconference, VISIGRAPP 2012, the Joint conference on computer Vision Theory and Applications (VISAPP), on computergraphics Theory and Applications (GRAPP), and on Information visualization Theory and Applications (IVAPP), held in Rome, Italy, in February 2012. The 28 revised full papers presented together with one invited paper were carefully reviewed and selected from 483 submissions. The papers are organized in topical sections on computergraphics theory and applications; information visualization theory and applications; computer vision theory and applications.
It is crucial to accurately identify the different kinds of brain tumours in order to diagnose them quickly and maybe save lives. Magnetic resonance imaging (MRI) produces non-invasive, high contrast, greyscale images...
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Brain tumors are either cancerous or noncancerous masses of abnormal brain cells. Meningioma tumor, glioma tumor, and pituitary tumor are the three forms of brain cancers that are examined in this research. One essent...
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Brain tumors, particularly those of the highest grade, can substantially lower life expectancy. A precise diagnosis is required for individuals with brain tumors to receive the best possible care. The conventional way...
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Analyzing the cone photoreceptor pattern in images obtained from the living human retina using quantitative methods can be crucial for the early detection and management of various eye conditions. Confocal adaptive op...
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