The Use of Simulation and Deep Learning Models in the Endovascular Treatment of Ruptured Intracranial Aneurysms: A Case Report
The current paper presents an examination of the emerging role of deep learning-based simulation software in enhancing preprocedural planning for intracranial aneurysm treatment using flow diverters. Intracranial aneurysms pose significant risk due to their potential rupture leading to life-threaten...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Sciendo
2023-06-01
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| Series: | Journal of Cardiovascular Emergencies |
| Subjects: | |
| Online Access: | https://doi.org/10.2478/jce-2023-0007 |
| _version_ | 1797784161397768192 |
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| author | Mărginean Lucian Vunvulea Vlad Ciucanu Claudiu Constantin Jovin Tudor Suciu Bogdan Andrei |
| author_facet | Mărginean Lucian Vunvulea Vlad Ciucanu Claudiu Constantin Jovin Tudor Suciu Bogdan Andrei |
| author_sort | Mărginean Lucian |
| collection | DOAJ |
| description | The current paper presents an examination of the emerging role of deep learning-based simulation software in enhancing preprocedural planning for intracranial aneurysm treatment using flow diverters. Intracranial aneurysms pose significant risk due to their potential rupture leading to life-threatening subarachnoid hemorrhage. Innovative endovascular treatment options like flow diverters, which redirect blood flow and promote healing, are gaining attention. The role of simulation software in optimizing these procedures is becoming increasingly crucial. |
| first_indexed | 2024-03-13T00:36:01Z |
| format | Article |
| id | doaj.art-a7e5a7a165dd413bb427aff9d2ce98e9 |
| institution | Directory Open Access Journal |
| issn | 2457-5518 |
| language | English |
| last_indexed | 2024-03-13T00:36:01Z |
| publishDate | 2023-06-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Journal of Cardiovascular Emergencies |
| spelling | doaj.art-a7e5a7a165dd413bb427aff9d2ce98e92023-07-10T06:04:49ZengSciendoJournal of Cardiovascular Emergencies2457-55182023-06-0192323710.2478/jce-2023-0007The Use of Simulation and Deep Learning Models in the Endovascular Treatment of Ruptured Intracranial Aneurysms: A Case ReportMărginean Lucian0Vunvulea Vlad1Ciucanu Claudiu Constantin2Jovin Tudor3Suciu Bogdan Andrei41Doctoral School of Medicine and Pharmacy, “George Emil Palade” University of Medicine, Pharmacy, Science and Technology, Târgu Mureș, Romania3Department of Anatomy, “George Emil Palade” University of Medicine, Pharmacy, Science and Technology, Târgu Mureș, Romania4Clinic of Vascular Surgery, Mureș County Emergency Hospital, Târgu Mureș, Romania5Department of Neurology, Stroke Institute, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA3Department of Anatomy, “George Emil Palade” University of Medicine, Pharmacy, Science and Technology, Târgu Mureș, RomaniaThe current paper presents an examination of the emerging role of deep learning-based simulation software in enhancing preprocedural planning for intracranial aneurysm treatment using flow diverters. Intracranial aneurysms pose significant risk due to their potential rupture leading to life-threatening subarachnoid hemorrhage. Innovative endovascular treatment options like flow diverters, which redirect blood flow and promote healing, are gaining attention. The role of simulation software in optimizing these procedures is becoming increasingly crucial.https://doi.org/10.2478/jce-2023-0007intracranial aneurysmsflow divertersimulation softwareendovascular treatment |
| spellingShingle | Mărginean Lucian Vunvulea Vlad Ciucanu Claudiu Constantin Jovin Tudor Suciu Bogdan Andrei The Use of Simulation and Deep Learning Models in the Endovascular Treatment of Ruptured Intracranial Aneurysms: A Case Report Journal of Cardiovascular Emergencies intracranial aneurysms flow diverter simulation software endovascular treatment |
| title | The Use of Simulation and Deep Learning Models in the Endovascular Treatment of Ruptured Intracranial Aneurysms: A Case Report |
| title_full | The Use of Simulation and Deep Learning Models in the Endovascular Treatment of Ruptured Intracranial Aneurysms: A Case Report |
| title_fullStr | The Use of Simulation and Deep Learning Models in the Endovascular Treatment of Ruptured Intracranial Aneurysms: A Case Report |
| title_full_unstemmed | The Use of Simulation and Deep Learning Models in the Endovascular Treatment of Ruptured Intracranial Aneurysms: A Case Report |
| title_short | The Use of Simulation and Deep Learning Models in the Endovascular Treatment of Ruptured Intracranial Aneurysms: A Case Report |
| title_sort | use of simulation and deep learning models in the endovascular treatment of ruptured intracranial aneurysms a case report |
| topic | intracranial aneurysms flow diverter simulation software endovascular treatment |
| url | https://doi.org/10.2478/jce-2023-0007 |
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