Automated measurement of anteroposterior diameter and foraminal widths in MRI images for lumbar spinal stenosis diagnosis

F Natalia, H Meidia, N Afriliana, JC Young, RE Yunus… - PLoS …, 2020 - journals.plos.org
Lumbar Spinal Stenosis causes low back pain through pressures exerted on the spinal
nerves. This can be verified by measuring the anteroposterior diameter and foraminal widths …

Deep convolutional neural networks using U-net for automatic intervertebral disc segmentation in axial MRI

M Apaydin, M Yumus, A Degirmenci… - 2022 Innovations in …, 2022 - ieeexplore.ieee.org
Lumbar disc herniation, which occurs as a result of the rupture of the protective outer part of
the disc between the vertebrae in the lumbar region and displacement of the disc due to …

Automated measurement of spine indices on axial MR images for lumbar spinal stenosis diagnosis using segmentation‐guided regression network

C Pang, Z Su, L Lin, G Lin, J He, H Lu, Q Feng… - Medical …, 2023 - Wiley Online Library
Purpose Automated measurement of spine indices on axial magnetic resonance (MR)
images plays a significant role in lumbar spinal stenosis diagnosis. Existing direct spine …

Nerve Root Compression Analysis to Find Lumbar Spine Stenosis on MRI Using CNN

T Shahzadi, MU Ali, F Majeed, MU Sana, RM Diaz… - Diagnostics, 2023 - mdpi.com
Lumbar spine stenosis (LSS) is caused by low back pain that exerts pressure on the nerves
in the spine. Detecting LSS is a significantly important yet difficult task. It is detected by …

A study on the suitability of applying active contour evolution models in segmenting and delineating boundaries in medical images

JC Young, N Afriliana, F Natalia… - … Conference on New …, 2019 - ieeexplore.ieee.org
Active contour model has been used to segment and delineate boundaries in different types
of medical images. It is a popular class of image segmentation and boundary delineation …

Contour evolution method for precise boundary delineation of medical images

F Natalia, H Meidia, N Afriliana… - TELKOMNIKA …, 2020 - researchonline.ljmu.ac.uk
Image segmentation is an important precursor to boundary delineation of medical images.
One of the major challenges in applying automatic image segmentation in medical images is …