Image segmentation software tools | Nuclear medicine imaging analysis
In nuclear medicine, segmentation techniques are used to detect the extent of a tissue, an organ, a tumour inside an image, the boundaries of structures in cases that these are ambiguous and the areas that radiopharmaceutical concentrate in a greater extent. Thus, the segmentation process serves in assisting the implementation of other procedures; in other words, it constitutes the fundamental step of some basic medical image processing.
Offers a digital imaging and communications in medicine (DICOM) solution. OsiriX is an image processing software that provides displaying, reviewing, interpreting and post-processing image files. It supports DICOM standard for a complete integration in a workflow environment and in a picture archiving and communication system (PACS).
Hosts heterogeneous tools dedicated to neuroimaging research. BrainVISA aims to help researchers in developing new neuroimaging tools, sharing data and distributing software. It offers a way to define viewers which may use any visualization software. Thanks to its data management functions, the tool can define the data types handled by the software, associate key attributes for indexation, and filename patterns to make the link between the filesystem and the database schema.
Provides a common visualization and storage platform, which can be used for visualization of data from any source, provided that an import filter exists for this format. This platform can be extended by various software packages, individually designed for analysis of specific data sets. Visualization is based on multi-planar reconstruction allowing extraction of arbitrary slices from a 3D-volume.
Offers a framework dedicated to image segmentation. SegAN proposes an approach derived from Generative Adversarial Networks (GANs) framework, trained on whole images with the aim of optimizing segmentation tasks in medical images. The application is based on multi-scale loss function for both the segmentor and critic networks. The application was tested on the segmentation of brain tumor images.
Allows users to visualize, manipulate, and understand data from imaging modalities such as computed tomography, microscopy or Magnetic resonance imaging (MRI). Amira 3D Software for Life Sciences provides features to import and process 2D and 3D images data, visualization techniques and tools for visual analysis. Users can also create and share presentations. The base product can be customized by adding functional extensions to fit special needs in different application areas.
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