Automated Detection of Spine Deformities: Advancing Orthopedic Care with Convolutional Neural Networks

Automated Detection of Spine Deformities: Advancing Orthopedic Care with Convolutional Neural Networks

This paper proposes Spine-CNN, a deep learning model for the detection of spinal deformities that can assist orthopedic doctors as a reliable tool for diagnosis. This technology promises to dramatically simplify the diagnostic process, freeing valuable time, and resources for healthcare professional...

Full description

Saved in:

Bibliographic Details
Main Authors:	Deepesh Pratap, Saran Sinha, A. Charan Kumari, K. Srinivas
Format:	Article
Language:	English
Published:	Universitas Sanata Dharma 2024-12-01
Series:	International Journal of Applied Sciences and Smart Technologies
Online Access:	https://e-journal.usd.ac.id/safe/index.php/IJASST/article/view/9280
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Automated Detection of Microseismic Arrival Based on Convolutional Neural Networks
by: Weijian Liu, et al.
Published: (2022-01-01)

Automated Rooftop Solar Panel Detection Through Convolutional Neural Networks
by: Simon Pena Pereira, et al.
Published: (2024-12-01)

Automated Malaria Detection Using Convolutional Neural Networks and Machine Learning
by: Adel Lateef Albukhnefis
Published: (2024-12-01)

Automated Vertebral Bone Quality Determination from T1-Weighted Lumbar Spine MRI Data Using a Hybrid Convolutional Neural Network–Transformer Neural Network
by: Kristian Stojšić, et al.
Published: (2024-11-01)

Technical feasibility of automated blur detection in digital mammography using convolutional neural network
by: S. Nowakowska, et al.
Published: (2024-11-01)

Automated Cough Analysis with Convolutional Recurrent Neural Network
by: Yiping Wang, et al.
Published: (2024-11-01)

Postoperative ileus after orthopedic and spine surgery: A critical review
by: Vishal Kumar, et al.
Published: (2020-01-01)

Automated Stellar Spectra Classification with Ensemble Convolutional Neural Network
by: Zhuang Zhao, et al.
Published: (2022-01-01)

Advanced Malware Detection: Integrating Convolutional Neural Networks with LSTM RNNs for Enhanced Security
by: Balsam Ridha Habeeb Alsaedi
Published: (2024-12-01)

Deep learning model for the automated detection and classification of central canal and neural foraminal stenosis upon cervical spine magnetic resonance imaging
by: Enlong Zhang, et al.
Published: (2024-11-01)

Fully automated MRI-based convolutional neural network for noninvasive diagnosis of cirrhosis
by: Tianying Zheng, et al.
Published: (2024-12-01)

Fluorescence images of skin lesions and automated diagnosis using convolutional neural networks
by: Matheus B. Rocha, et al.
Published: (2025-04-01)

Explicit–implicit symmetric diffeomorphic deformable image registration with convolutional neural network
by: Longhao Li, et al.
Published: (2024-11-01)

A Real-Time Spine Orthopedic System Based on Bluetooth Low Energy and Internet of Things
by: Kun Xia, et al.
Published: (2021-01-01)

Neurosurgery compared to orthopedic spine consultation: A single level I trauma center experience
by: Shaina Sedighim, et al.
Published: (2024-01-01)

Advancing Fault Diagnosis for Parallel Misalignment Detection in Induction Motors Based on Convolutional Neural Networks
by: Hanif Adi Rahmawan, et al.
Published: (2023-09-01)

Spine health: Back pain and deformity progression
by: Chinmay S. Paranjape, MD, MHSc, et al.
Published: (2024-05-01)

Convolutional neural networks for diabetic retinopathy detection
by: Darwin Patiño-Pérez, et al.
Published: (2025-01-01)

Automated skin melanoma diagnostics based on mathematical model of artificial convolutional neural network
by: D. A. Gavrilov, et al.
Published: (2018-09-01)

MagNet: Automated Magnetic Mineral Grain Morphometry Using Convolutional Neural Network
by: Zhaowen Pei, et al.
Published: (2022-06-01)

Advancing semantic segmentation: Enhanced UNet algorithm with attention mechanism and deformable convolution
by: Effat Sahragard, et al.
Published: (2025-01-01)

Advancing semantic segmentation: Enhanced UNet algorithm with attention mechanism and deformable convolution.
by: Effat Sahragard, et al.
Published: (2025-01-01)

Enhanced detection of surface deformations in LPBF using deep convolutional neural networks and transfer learning from a porosity model
by: Muhammad Ayub Ansari, et al.
Published: (2024-11-01)

Automated design of digital filters using convolutional neural networks for extracting ringdown gravitational waves
by: Kazuki Sakai, et al.
Published: (2024-01-01)

Automated Recognition of Submerged Body-like Objects in Sonar Images Using Convolutional Neural Networks
by: Yan Zun Nga, et al.
Published: (2024-10-01)

Automated Pavement Crack Damage Detection Using Deep Multiscale Convolutional Features
by: Weidong Song, et al.
Published: (2020-01-01)

Fingerprint recognition using convolution neural network with inversion and augmented techniques
by: Reena Garg, et al.
Published: (2024-12-01)

Automated Zebrafish Spine Scoring System Based on Instance Segmentation
by: Wen-Hsin Chen, et al.
Published: (2025-01-01)

Advanced Piezoelectric Materials, Devices, and Systems for Orthopedic Medicine
by: Jingkai Zhang, et al.
Published: (2025-01-01)

Temporally Deformable Convolution for Gait Recognition
by: Juyoung Kim, et al.
Published: (2025-01-01)

Establishing an AI model and application for automated capsule endoscopy recognition based on convolutional neural networks (with video)
by: Jian Chen, et al.
Published: (2024-11-01)

Detection and Classification of Sporadic E Using Convolutional Neural Networks
by: J. A. Ellis, et al.
Published: (2024-01-01)

Attention-Based Convolutional Neural Network for Pavement Crack Detection
by: Haifeng Wan, et al.
Published: (2021-01-01)

Vehicle detection based on SqueezeNet convolutional neural network
by: Zefa WEI, et al.
Published: (2020-09-01)

Advanced Earthquake Magnitude Prediction Using Regression and Convolutional Recurrent Neural Networks
by: Asep Id Hadiana, et al.
Published: (2024-08-01)

Enhancing Driving Safety and Environmental Consciousness through Automated Road Sign Recognition Using Convolutional Neural Networks
by: M. H. F. Md Fauadi, M. F. H. Mohd Zan, M. A. M Ali, L. Abdullah, S. N. Yaakop and A. Z. M. Noor
Published: (2024-12-01)

Effect of the home care model in orthopedic wounds management
by: Xinhuan Lei, et al.
Published: (2023-12-01)

Using convolutional neural networks for image semantic segmentation and object detection
by: Shuangmei Li, et al.
Published: (2024-12-01)

DETECTION AND RECOGNITION OF IRAQI LICENSE PLATES USING CONVOLUTIONAL NEURAL NETWORKS
by: Mohammed Hayder Abbas, et al.
Published: (2025-01-01)

Utilization of the Convolutional Neural Network Method for Detecting Banana Leaf Disease
by: Nita Helmawati, et al.
Published: (2024-12-01)