New Invention Profile
| Publication No: | IN202411024504 [India] | Application No: | IN202411024504 |
| Title: | A non-invasive system and method for automatic identification of haemorrhagic stroke regions | ||
| Publication Date: | 31-10-2025 | File Date: | 27-03-2024 |
| Inventor(s): | Saikat Chakrabarti; Subhrangshu Das; Priyanka Panigrahi | ||
| IPC Classification: | A61B5/00, G06T7/00, G16H50/30, A61B6/03, A61B5/021 | ||
| Abstract: | A non-invasive system and method for automatic identification of haemorrhagic stroke regions comprising at least one computer processor unit, memory Data preparation module, Identification of haemorrhagic slices module, Identification of haemorrhagic regions module, 2D Expansion of the haemorrhagic regions module, 3D-reconstruction of the haemorrhagic regions module and storage media to execute and store the programs and subsequent results thereon. The non-invasive computational tool capable of utilizing the CT images and further automatically and accurately detecting the stroke regions will be of utmost importance. The method for automatic identification, 3D-reconstruction of haemorrhagic stroke regions comprising the steps of input data (2D image), pre-processing, feature extraction, classification through CNN, 2D CNN sequential model. The present invention estimated the volume and spread of the haemorrhage/bleeding regions with very high specificity (99%) using brain CT images. |
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:91-33-24730492
:https://iicb.res.in/