- Abdominal vascular conditions and treatments
- Vascular anomalies and interventions
- Stroke Rehabilitation and Recovery
- Genital Health and Disease
- Cerebrovascular and Carotid Artery Diseases
- Urologic and reproductive health conditions
- Acute Ischemic Stroke Management
- Infectious Disease Case Reports and Treatments
- Esophageal and GI Pathology
- Congenital Diaphragmatic Hernia Studies
- Head and Neck Surgical Oncology
- Intraperitoneal and Appendiceal Malignancies
- Cerebrospinal fluid and hydrocephalus
- Renal and Vascular Pathologies
- Venous Thromboembolism Diagnosis and Management
- Cardiac tumors and thrombi
- Urological Disorders and Treatments
Atatürk University
2021-2023
Abstract The use of deep learning (DL) techniques for automated diagnosis large vessel occlusion (LVO) and collateral scoring on computed tomography angiography (CTA) is gaining attention. In this study, a state-of-the-art self-configuring object detection network called nnDetection was used to detect LVO assess collateralization CTA scans using multi-task 3D approach. model trained single-phase 2425 patients at five centers, its performance evaluated an external test set 345 from another...
Abstract The use of deep learning (DL) techniques for automated diagnosis large vessel occlusion (LVO) and collateral scoring on computed tomography angiography (CTA) is gaining attention. In this study, a state-of-the-art self-configuring object detection network called nnDetection was used to detect LVO assess collateralization CTA scans using multi-task 3D approach. model trained single-phase 2425 patients at five centers, its performance evaluated an external test set 345 from another...