标题
Artificial Intelligence in Spinal Imaging: Current Status and Future Directions
作者
关键词
-
出版物
International Journal of Environmental Research and Public Health
Volume 19, Issue 18, Pages 11708
出版商
MDPI AG
发表日期
2022-09-19
DOI
10.3390/ijerph191811708
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Incremental Element Deletion-Based Finite Element Analysis of the Effects of Impact Speeds, Fall Postures, and Cortical Thicknesses on Femur Fracture
- (2022) Yangyang Cui et al. Materials
- Correlations of Salivary and Blood Glucose Levels among Six Saliva Collection Methods
- (2022) Yangyang Cui et al. International Journal of Environmental Research and Public Health
- Solving the inverse problem based on UPEMD for electrocardiographic imaging
- (2022) Zhang Yadan et al. Biomedical Signal Processing and Control
- Study on the process of intervertebral disc disease by the theory of continuum damage mechanics
- (2022) Yangyang Cui et al. CLINICAL BIOMECHANICS
- Stimulated Parotid Saliva Is a Better Method for Depression Prediction
- (2022) Yangyang Cui et al. Biomedicines
- FeARH: Federated machine learning with Anonymous Random Hybridization on electronic medical records
- (2021) Jianfei Cui et al. JOURNAL OF BIOMEDICAL INFORMATICS
- The future of service: The power of emotion in human-robot interaction
- (2021) Stephanie Hui-Wen Chuah et al. Journal of Retailing and Consumer Services
- Unstimulated Parotid Saliva Is a Better Method for Blood Glucose Prediction
- (2021) Yangyang Cui et al. Applied Sciences-Basel
- A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends
- (2021) Jun Tang et al. IEEE-CAA Journal of Automatica Sinica
- An electronic nose-based assistive diagnostic prototype for lung cancer detection with conformal prediction
- (2020) Xianghao Zhan et al. MEASUREMENT
- Visualizing and interpreting cancer genomics data via the Xena platform
- (2020) Mary J. Goldman et al. NATURE BIOTECHNOLOGY
- EVALUATION OF THE RADIATION DOSE TO THE HANDS OF ORTHOPAEDIC SURGEONS DURING FLUOROSCOPY USING STORED IMAGES
- (2020) Carlo Giordano et al. RADIATION PROTECTION DOSIMETRY
- Generative adversarial networks
- (2020) Ian Goodfellow et al. COMMUNICATIONS OF THE ACM
- Few-Shot Learning for Domain-Specific Fine-Grained Image Classification
- (2020) Xin Sun et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Random forest classifiers aid in the detection of incidental osteoblastic osseous metastases in DEXA studies
- (2019) Samir D. Mehta et al. International Journal of Computer Assisted Radiology and Surgery
- Machine learning for prediction of sustained opioid prescription after anterior cervical discectomy and fusion
- (2019) Aditya V. Karhade et al. Spine Journal
- Differentiation of spinal metastases originated from lung and other cancers using radiomics and deep learning based on DCE-MRI
- (2019) Ning Lang et al. MAGNETIC RESONANCE IMAGING
- Prediction of cervical spine injury in young pediatric patients: an optimal trees artificial intelligence approach
- (2019) Dimitris Bertsimas et al. JOURNAL OF PEDIATRIC SURGERY
- Fully automated radiological analysis of spinal disorders and deformities: a deep learning approach
- (2019) Fabio Galbusera et al. EUROPEAN SPINE JOURNAL
- Artificial intelligence in cancer imaging: Clinical challenges and applications
- (2019) Wenya Linda Bi et al. CA-A CANCER JOURNAL FOR CLINICIANS
- Iterative fully convolutional neural networks for automatic vertebra segmentation and identification
- (2019) Nikolas Lessmann et al. MEDICAL IMAGE ANALYSIS
- Application of Deep Learning in Food: A Review
- (2019) Lei Zhou et al. COMPREHENSIVE REVIEWS IN FOOD SCIENCE AND FOOD SAFETY
- The exploration of feature extraction and machine learning for predicting bone density from simple spine X-ray images in a Korean population
- (2019) Sangwoo Lee et al. SKELETAL RADIOLOGY
- Spine Explorer: a deep learning based fully automated program for efficient and reliable quantifications of the vertebrae and discs on sagittal lumbar spine MR images
- (2019) Jiawei Huang et al. Spine Journal
- Representation learning for clinical time series prediction tasks in electronic health records
- (2019) Tong Ruan et al. BMC Medical Informatics and Decision Making
- Who Refers Musculoskeletal Extremity Imaging Examinations to Radiologists?
- (2018) Paul Harkey et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Dose Reduction With Dedicated CT Metal Artifact Reduction Algorithm: CT Phantom Study
- (2018) Naveen Subhas et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Rolling element bearing fault diagnosis using convolutional neural network and vibration image
- (2018) Duy-Tang Hoang et al. Cognitive Systems Research
- Fully automatic cervical vertebrae segmentation framework for X-ray images
- (2018) S. M. Masudur Rahman Al Arif et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Framing U-Net via Deep Convolutional Framelets: Application to Sparse-View CT
- (2018) Yoseob Han et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction
- (2018) Jo Schlemper et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
- (2018) Liang-Chieh Chen et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Classification of Diffusion Tensor Metrics for the Diagnosis of a Myelopathic Cord Using Machine Learning
- (2018) Shuqiang Wang et al. International Journal of Neural Systems
- Efficiency Improvement in a Busy Radiology Practice: Determination of Musculoskeletal Magnetic Resonance Imaging Protocol Using Deep-Learning Convolutional Neural Networks
- (2018) Young Han Lee JOURNAL OF DIGITAL IMAGING
- KIKI-net: cross-domain convolutional neural networks for reconstructing undersampled magnetic resonance images
- (2018) Taejoon Eo et al. MAGNETIC RESONANCE IN MEDICINE
- Automated comprehensive Adolescent Idiopathic Scoliosis assessment using MVC-Net
- (2018) Hongbo Wu et al. MEDICAL IMAGE ANALYSIS
- Automatic spinal cord localization, robust to MRI contrasts using global curve optimization
- (2018) Charley Gros et al. MEDICAL IMAGE ANALYSIS
- Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning
- (2018) Zhongyi Han et al. NEUROINFORMATICS
- Predictive Modeling for Blood Transfusion Following Adult Spinal Deformity Surgery
- (2018) Wesley M. Durand et al. SPINE
- Examining the Ability of Artificial Neural Networks Machine Learning Models to Accurately Predict Complications Following Posterior Lumbar Spine Fusion
- (2018) Jun S. Kim et al. SPINE
- A Parallel Multiclassification Algorithm for Big Data Using an Extreme Learning Machine
- (2018) Mingxing Duan et al. IEEE Transactions on Neural Networks and Learning Systems
- Machine Learning in Radiology: Applications Beyond Image Interpretation
- (2018) Paras Lakhani et al. Journal of the American College of Radiology
- External validation of a prediction model for surgical site infection after thoracolumbar spine surgery in a Western European cohort
- (2018) Daniël M. C. Janssen et al. Journal of Orthopaedic Surgery and Research
- Automatic Spine Tissue Segmentation from MRI Data Based on Cascade of Boosted Classifiers and Active Appearance Model
- (2018) Dominik Gaweł et al. Biomed Research International
- Deep Generative Adversarial Neural Networks for Compressive Sensing (GANCS) MRI
- (2018) Morteza Mardani et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Viewpoint: When Will AI Exceed Human Performance? Evidence from AI Experts
- (2018) Katja Grace et al. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
- Translation and implementation of the Australian-led PCOS guideline: clinical summary and translation resources from the International Evidence-based Guideline for the Assessment and Management of Polycystic Ovary Syndrome
- (2018) Helena J Teede et al. MEDICAL JOURNAL OF AUSTRALIA
- OUP accepted manuscript
- (2018) NEUROSURGERY
- Vertebral body insufficiency fractures: detection of vertebrae at risk on standard CT images using texture analysis and machine learning
- (2018) Urs J. Muehlematter et al. EUROPEAN RADIOLOGY
- Informatics Solutions for Driving an Effective and Efficient Radiology Practice
- (2018) Ankur M. Doshi et al. RADIOGRAPHICS
- Deep learning-based preoperative predictive analytics for patient-reported outcomes following lumbar diskectomy: feasibility of center-specific modeling
- (2018) Victor E. Staartjes et al. Spine Journal
- Multiple Sclerosis Identification by 14-Layer Convolutional Neural Network With Batch Normalization, Dropout, and Stochastic Pooling
- (2018) Shui-Hua Wang et al. Frontiers in Neuroscience
- Low-Dose CT With a Residual Encoder-Decoder Convolutional Neural Network
- (2017) Hu Chen et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Generative Adversarial Networks for Noise Reduction in Low-Dose CT
- (2017) Jelmer M. Wolterink et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Automatic Determination of the Need for Intravenous Contrast in Musculoskeletal MRI Examinations Using IBM Watson’s Natural Language Processing Algorithm
- (2017) Hari Trivedi et al. JOURNAL OF DIGITAL IMAGING
- Detection and Labeling of Vertebrae in MR Images Using Deep Learning with Clinical Annotations as Training Data
- (2017) Daniel Forsberg et al. JOURNAL OF DIGITAL IMAGING
- Development of a preoperative predictive model for major complications following adult spinal deformity surgery
- (2017) Justin K. Scheer et al. JOURNAL OF NEUROSURGERY-SPINE
- Imaging of Arthroplasties: Improved Image Quality and Lesion Detection With Iterative Metal Artifact Reduction, a New CT Metal Artifact Reduction Technique
- (2016) Naveen Subhas et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Three-dimensional morphology study of surgical adolescent idiopathic scoliosis patient from encoded geometric models
- (2016) William Thong et al. EUROPEAN SPINE JOURNAL
- The Effects of Changes in Utilization and Technological Advancements of Cross-Sectional Imaging on Radiologist Workload
- (2015) Robert J. McDonald et al. ACADEMIC RADIOLOGY
- Rethinking Radiology Informatics
- (2015) Marc Kohli et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Localization and Segmentation of 3D Intervertebral Discs in MR Images by Data Driven Estimation
- (2015) Cheng Chen et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Prediction model for outcome after low-back surgery: individualized likelihood of complication, hospital readmission, return to work, and 12-month improvement in functional disability
- (2015) Matthew J. McGirt et al. Neurosurgical Focus
- Monitoring for idiopathic scoliosis curve progression using surface topography asymmetry analysis of the torso in adolescents
- (2015) Amin Komeili et al. Spine Journal
- Cube-Cut: Vertebral Body Segmentation in MRI-Data through Cubic-Shaped Divergences
- (2014) Robert Schwarzenberg et al. PLoS One
- Predicting surgical site infection after spine surgery: a validated model using a prospective surgical registry
- (2014) Michael J. Lee et al. Spine Journal
- 3D lumbar spine intervertebral disc segmentation and compression simulation from MRI using shape-aware models
- (2014) Rabia Haq et al. International Journal of Computer Assisted Radiology and Surgery
- Classifying Lower Extremity Muscle Fatigue During Walking Using Machine Learning and Inertial Sensors
- (2013) Jian Zhang et al. ANNALS OF BIOMEDICAL ENGINEERING
- Application of neural networks for the prediction of cartilage stress in a musculoskeletal system
- (2013) Yunkai Lu et al. Biomedical Signal Processing and Control
- Hierarchical segmentation and identification of thoracic vertebra using learning-based edge detection and coarse-to-fine deformable model
- (2013) Jun Ma et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- Neural network prediction of load from the morphology of trabecular bone
- (2012) Amir Abbas Zadpoor et al. APPLIED MATHEMATICAL MODELLING
- Introducing Willmore Flow Into Level Set Segmentation of Spinal Vertebrae
- (2012) Poay Hoon Lim et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Spine detection in CT and MR using iterated marginal space learning
- (2012) B. Michael Kelm et al. MEDICAL IMAGE ANALYSIS
- Automated detection, 3D segmentation and analysis of high resolution spine MR images using statistical shape models
- (2012) A Neubert et al. PHYSICS IN MEDICINE AND BIOLOGY
- Multi-segment trunk kinematics during locomotion and elementary exercises
- (2011) Alberto Leardini et al. CLINICAL BIOMECHANICS
- Labeling of Lumbar Discs Using Both Pixel- and Object-Level Features With a Two-Level Probabilistic Model
- (2010) R S Alomari et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Support vector machines for detecting age-related changes in running kinematics
- (2010) Reginaldo K. Fukuchi et al. JOURNAL OF BIOMECHANICS
- Automatic Cobb Measurement of Scoliosis Based on Fuzzy Hough Transform with Vertebral Shape Prior
- (2008) Junhua Zhang et al. JOURNAL OF DIGITAL IMAGING
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