Mind the Clot: Automated LVO Detection on CTA Using Deep Learning

S Kumar, A Agarwal, S Golla… - Proceedings of the …, 2023 - openaccess.thecvf.com
Globally, stroke is a leading cause of death and disability, and accurate and timely diagnosis
of large vessel occlusion (LVO) is essential for positive outcomes. We present our robust …

Data set terminology of deep learning in medicine: a historical review and recommendation

SL Walston, H Seki, H Takita, Y Mitsuyama… - Japanese Journal of …, 2024 - Springer
Medicine and deep learning-based artificial intelligence (AI) engineering represent two
distinct fields each with decades of published history. The current rapid convergence of …

Data Set Terminology of Artificial Intelligence in Medicine: A Historical Review and Recommendation

SL Walston, H Seki, H Takita, Y Mitsuyama… - arXiv preprint arXiv …, 2024 - arxiv.org
Medicine and artificial intelligence (AI) engineering represent two distinct fields each with
decades of published history. With such history comes a set of terminology that has a …

Ischemia and Hemorrhage detection in CT images with Hyper parameter optimization of classification models and Improved UNet Segmentation Model

M Okuyar, AF Kamanlı - Sakarya University Journal of …, 2023 - saucis.sakarya.edu.tr
Deep learning is a powerful technique that has been applied to the task of stroke detection
using medical imaging. Stroke is a medical condition that occurs when the blood supply to …

Automated Segmentation of Infarct Core in Non-Contrast CT Scans of Ischemic Stroke Patients

U Akhil, V Menon, V Nambiar… - 2023 7th International …, 2023 - ieeexplore.ieee.org
Ischemic stroke is a crippling disorder that affects many people globally, and timely detection
and prognosis are vital for efficient treatment. Despite the increasing use of Computed …

Ischemia and Hemorrhage detection in CT images with Hyper parameter optimization of classification models and Improved UNet Segmentation Model

AF Kamanlı, M Okuyar - Sakarya University Journal of …, 2023 - acikerisim.subu.edu.tr
Deep learning is a powerful technique that has been applied to stroke detection using
medical imaging. Stroke is a medical condition that occurs when the blood supply to the …