Comparison of the performance of convolutional neural networks and vision transformer-based systems for automated glaucoma detection with eye fundus images
Glaucoma, a disease that damages the optic nerve, is the leading cause of irreversible
blindness worldwide. The early detection of glaucoma is a challenge, which in recent years …
blindness worldwide. The early detection of glaucoma is a challenge, which in recent years …
Dynamic Analysis of the Median Nerve in Carpal Tunnel Syndrome from Ultrasound Images Using the YOLOv5 Object Detection Model
S Tanaka, A Inui, Y Mifune, H Nishimoto, I Shinohara… - Applied Sciences, 2023 - mdpi.com
Carpal tunnel syndrome (CTS) is caused by subsynovial connective tissue fibrosis, resulting
in median nerve (MN) mobility. The standard evaluation method is the measurement of the …
in median nerve (MN) mobility. The standard evaluation method is the measurement of the …
A novel deep learning segmentation and classification Framework for leukemia diagnosis
Blood cancer occurs due to changes in white blood cells (WBCs). These changes are known
as leukemia. Leukemia occurs mostly in children and affects their tissues or plasma …
as leukemia. Leukemia occurs mostly in children and affects their tissues or plasma …
Improving Adversarial Robustness via Distillation-Based Purification
Despite the impressive performance of deep neural networks on many different vision tasks,
they have been known to be vulnerable to intentionally added noise to input images. To …
they have been known to be vulnerable to intentionally added noise to input images. To …