Evaluation of Artificial Intelligence Effectiveness in Detection of Lumbosacral Spine Degenerative Diseases

QR Code

Evaluation of Artificial Intelligence Effectiveness in Detection of Lumbosacral Spine Degenerative Diseases

Objective: comparative evaluation of output data of a set of trained convolutional neural network (CNN) models and interpretation of pathological changes in lumbar spine by radiologists during magnetic resonance imaging.Material and methods. More than 12,000 anonymized archives were collected to gen...

Full description

Saved in:

Bibliographic Details
Main Authors:	N. В. Nudnov, A. V. Korobov, А. А. Skachkov, T. V. Kulneva, V. V. Sherstoboev, L. А. Titova, A. S. Rusakov, V. V. Tumko, R. S. Sarbaev, N. А. Uspenskaya, E. А. Andrienko, M. Е. Ivannikov
Format:	Article
Language:	English
Published:	Luchevaya Diagnostika, LLC 2024-06-01
Series:	Вестник рентгенологии и радиологии
Subjects:	magnetic resonance imaging artificial intelligence neural network convolutional neural network deep learning software in medicine
Online Access:	https://www.russianradiology.ru/jour/article/view/854
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Visualization of internal defects using a deep generative neural network model and ultrasonic nondestructive testing
by: Р. V. Vasiliev, et al.
Published: (2021-09-01)

Optimization of deep neural networks for multiclassification of dental X-rays using transfer learning
by: G. Divya Deepak, et al.
Published: (2024-12-01)

DEVELOPMENT OF NON-DESTRUCTIVE ROBOT FOR EGGPLANTS (SOLANUM MELONGENA) PEST DETECTION AND CLASSIFICATION
by: Mark Jayson Y. Sutayco, et al.
Published: (2025-06-01)

STUDY OF HARDWARE-IMPLEMENTED CONVOLUTIONAL NEURAL NETWORKS OF THE U-NET CLASS
by: Ivan V. Zoev, et al.
Published: (2023-03-01)

A Brief Perspective on Deep Learning Approaches for 2D Semantic Segmentation
by: Shazia Sulemane, et al.
Published: (2025-07-01)

Mapping Galaxy Images across Ultraviolet, Visible, and Infrared Bands Using Generative Deep Learning
by: Youssef Zaazou, et al.
Published: (2025-01-01)

Diffraction-Based Overlay Metrology With Optical Convolution Layer
by: Jinyang Li, et al.
Published: (2023-01-01)

Dual-Mode Method for Generating Adversarial Examples to Attack Deep Neural Networks
by: Hyun Kwon, et al.
Published: (2025-01-01)

Attention-Based Batch Normalization for Binary Neural Networks
by: Shan Gu, et al.
Published: (2025-06-01)

Morphological and spectral analysis of histological tissue with the use of deep convolutional networks
by: S. V. Trukhan, et al.
Published: (2019-06-01)

Enhancing the Accuracy of Image Classification for Degenerative Brain Diseases with CNN Ensemble Models Using Mel-Spectrograms
by: Sang-Ha Sung, et al.
Published: (2025-06-01)

SpecPT (Spectroscopy Pre-trained Transformer) Model for Extragalactic Spectroscopy. I. Architecture and Automated Redshift Measurement
by: Rohan Pattnaik, et al.
Published: (2025-01-01)

Image-Based Malicious Network Traffic Detection Framework: Data-Centric Approach
by: Doo-Seop Choi, et al.
Published: (2025-06-01)

Localization and development of residual oil reserves using geochemical studies based on neural network algorithms
by: V. A. Sudakov, et al.
Published: (2024-04-01)

Restoration of Out-of-Focus Fluorescence Microscopy Images Using Learning-Based Depth-Variant Deconvolution
by: Da He, et al.
Published: (2020-01-01)

Fault Identification Model Using Convolutional Neural Networks with Transformer Architecture
by: Yongxin Fan, et al.
Published: (2025-06-01)

Penerapan Convolutional Neural Network Untuk Klasifikasi Tingkat Keparahan Retinopati Diabetik Pada Penderita Diabetes Melitus
by: Fithra Hayati Syahrul, et al.
Published: (2022-05-01)

Post-Disaster Building Damage Segmentation Using Convolutional Neural Networks
by: Revaldi Rahmatmulya, et al.
Published: (2025-07-01)

Optical Design of a Smart-Pixel-Based Optical Convolutional Neural Network
by: Young-Gu Ju
Published: (2025-05-01)

Fine-Grained Recognition of Fidgety-Type Emotions Using Multi-Scale One-Dimensional Residual Siamese Network
by: Jiu SUN, et al.
Published: (2024-07-01)

Application of neural network modeling for identification of water bodies in river basins using Earth satellite remote sensing data
by: Natalia A. Dushenko, et al.
Published: (2025-07-01)

Hyperledger Fabric Graph Isomorphism Network for Conflict Transactions Detection in Multi-Version Concurrency Control
by: Fawaz Alzahrani, et al.
Published: (2025-01-01)

CNN for Computer Vision tasks
by: Р. Ковальчук, et al.
Published: (2024-03-01)

Acoustery System for Differential Diagnosing of Coronavirus COVID-19 Disease
by: Anastasia Mitrofanova, et al.
Published: (2021-01-01)

Deep Learning for Recognition of Digital Modulations: A Detailed Study
by: MohammadMohsen Jadidi, et al.
Published: (2022-06-01)

On the Question of the Applicability of Artificial Intelligence Systems to Forensic Examination of Documents and Their Requisites
by: A. F. Kupin, et al.
Published: (2024-01-01)

Application of Seq2Seq models for predicting the development of thunderstorm activity to enhance the pilot’s situational awareness in flight
by: G. V. Kovalenko, et al.
Published: (2025-03-01)

Cell-Type Annotation for scATAC-Seq Data by Integrating Chromatin Accessibility and Genome Sequence
by: Guo Wei, et al.
Published: (2025-06-01)

Development time estimation using software metrics
by: Y. V. Liah
Published: (2019-06-01)

A spiking photonic neural network of 40 000 neurons, trained with latency and rank-order coding for leveraging sparsity
by: Ria Talukder, et al.
Published: (2025-01-01)

MODEL OF CONVOLUTIONAL NEURAL NETWORK LENET5 FOR DETECTION AND CLASSIFICATION OF AIR SPACE OBJECTS IN IMAGES
by: Vadim A. Klekovkin, et al.
Published: (2023-06-01)

Multistage Convolutional Neural Network With Deformable Attention for Word-Level Offline Text-Independent Writer Identification
by: Manabu Okawa
Published: (2025-01-01)

Model Deep Learning Untuk Klasifikasi Objek Pada Gambar Fisheye
by: Riza Ayu Putri, et al.
Published: (2024-07-01)

Reconstruction of concrete morphology using deep learning
by: Ondřej Šperl, et al.
Published: (2024-11-01)

Research on an Intelligent Sedimentary Microfacies Recognition Method Based on Convolutional Neural Networks Within the Sequence Stratigraphy of Well Logging Curve Image Groups
by: Xinyi Yuan, et al.
Published: (2025-06-01)

High-Precision and Low-Complexity Silicon Waveguide-Integrated Temperature Sensor System
by: Zhiming Zhang, et al.
Published: (2025-06-01)

Analysis of selected methods of person identification based on biometric data
by: Marcin Rudzki, et al.
Published: (2025-06-01)

Recommender System for Apparel Products Based on Image Recognition Using Convolutional Neural Networks
by: Chin-Chih Chang, et al.
Published: (2025-03-01)

Equivalence of Conventional and Modified Network of Generalized Neural Elements
by: E. V. Konovalov
Published: (2016-10-01)

p-im2col: Simple Yet Efficient Convolution Algorithm With Flexibly Controlled Memory Overhead
by: Anton V. Trusov, et al.
Published: (2021-01-01)