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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Automated lumbar spine se" (30 stories)

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Automated lumbar spine segmentation in MRI using an enhanced U-Net with inception module and dual-output mechanism
Lead StoryNaturegeneral
Nov 10, 2025

Automated lumbar spine segmentation in MRI using an enhanced U-Net with inception module and dual-output mechanism

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE03Q2M0VGtVYnhfVVRQVE9QMGZLQ1AtTjExUXpNdmdHTGZkdEpIOTROcWR4dHVHbS11bVVQTUlXQTl0VlBVMzEyUVhwdW9Vd3dydzFKNWRYY1R6SjFCWVM0?oc=5" target="_blank">Automated lumbar spine segmentation in MRI using an enhanced U-Net with inception module and dual-output mechanism</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Automated lumbar spine se"

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29 stories displayed
Fully automated system predicts osteoporotic vertebral fracture across institutions using lumbar MRI paraspinal muscle signatures
Naturegeneral

Fully automated system predicts osteoporotic vertebral fracture across institutions using lumbar MRI paraspinal muscle signatures

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB6M3lJRmJ1ejZEVHR2Q1U5OVhJLU5wbUlRTnlfMTJfazZ3UEtMUzI5ajEwNlNSaGZxTGhKRzc0dGlHRTlYeDh1eGhuQ3B0aWpneUdZTExaTGtSbWh1QXVn?oc=5" target="_blank">Fully automated system predicts osteoporotic vertebral fracture across institutions using lumbar MRI paraspinal muscle signatures</a>  <font color="#6f6f6f">Nature</font>

Automated treatment planning for brain and spinal metastases
Via Medica Journalstech

Automated treatment planning for brain and spinal metastases

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE4tQ3R4cV9sSkRRSHNSM1Utb2hJTmVDOEUzZDRqQW5QUmlIdTU1cmNyNElpQ3RYaHU3d0dKcDhwOFFIM0lwbDJuNTFRZEJBMzYzSnh2UnpHYm91V0FsMnJCdFRVM3E?oc=5" target="_blank">Automated treatment planning for brain and spinal metastases</a>  <font color="#6f6f6f">Via Medica Journals</font>

Leveraging automated machine learning to benchmark, deconstruct, and compare frailty indices for predicting adverse spinal surgery outcomes
Naturetech

Leveraging automated machine learning to benchmark, deconstruct, and compare frailty indices for predicting adverse spinal surgery outcomes

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5uTzJveTBRQm5tSDVvRnE5N21TTzI1dWtLWFBnOFVyQTVxSEp4UGhEdVVNejc0RmxFc3J5bGFldWQ2MHBnS1BZSXp5dk15b1Q3RjZvWEVjMmw3T01hYUxF?oc=5" target="_blank">Leveraging automated machine learning to benchmark, deconstruct, and compare frailty indices for predicting adverse spinal surgery outcomes</a>  <font color="#6f6f6f">Nature</font>

Multicenter Validation of Automated Segmentation and Composition Analysis of Lumbar Paraspinal Muscles Using Multisequence MRI
RSNA Journalsgeneral

Multicenter Validation of Automated Segmentation and Composition Analysis of Lumbar Paraspinal Muscles Using Multisequence MRI

<a href="https://news.google.com/rss/articles/CBMiWEFVX3lxTE9ZUnJYTmVELUgzemVKRkZ0VGppcUxLbXhFRG5uZllaWnN1MTZ2Skw5bHVKbGJHcXVrcDYta0s4cGlnZ2M4UnBMZGVJMXY3LXUyMmY2bjN6enQ?oc=5" target="_blank">Multicenter Validation of Automated Segmentation and Composition Analysis of Lumbar Paraspinal Muscles Using Multisequence MRI</a>  <font color="#6f6f6f">RSNA Journals</font>

Automated magnetic resonance imaging‐based grading of the lumbar intervertebral disc and facet joints
Wiley Online Librarygeneral

Automated magnetic resonance imaging‐based grading of the lumbar intervertebral disc and facet joints

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTFBkVnBvNzZudWEzM0lZT1E1ZTVMRXVpUnBsdVJ0djd3NVdYY25KUi0tY3ZINnpWY2E4Q1FWXzlNNmNoXzh3bTR4Z25hQ3l5NUYzY1JCMDRobUhsZ2RrOU1zYURiRHJRSGxhZnc?oc=5" target="_blank">Automated magnetic resonance imaging‐based grading of the lumbar intervertebral disc and facet joints</a>  <font color="#6f6f6f">Wiley Online Library</font>

Assessing osteosarcopenia using automated multi-structure-segmentation and Hounsfield unit-based analysis of lumbar muscles and vertebral bodies on computed tomography
Natureworld

Assessing osteosarcopenia using automated multi-structure-segmentation and Hounsfield unit-based analysis of lumbar muscles and vertebral bodies on computed tomography

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1ua1BSZlJOaGs2akVsTDhBajFtalVnNjdwQUFJR2c5enF4TjB2RTlDMUtPT19BYkFTbkZOaEkwM2txeTVxYnNYUUQ4aV9ydmsxenQyRHBDYUZBLVFoMmMw?oc=5" target="_blank">Assessing osteosarcopenia using automated multi-structure-segmentation and Hounsfield unit-based analysis of lumbar muscles and vertebral bodies on computed tomography</a>  <font color="#6f6f6f">Nature</font>

Multicenter Validation of Automated Segmentation and Composition Analysis of Lumbar Paraspinal Muscles Using Multisequence MRI
RSNA Journalsgeneral

Multicenter Validation of Automated Segmentation and Composition Analysis of Lumbar Paraspinal Muscles Using Multisequence MRI

<a href="https://news.google.com/rss/articles/CBMiXkFVX3lxTE5KbWRyZzhlZlRHMXNINFBsaGNuY0ZubXBfZWNPMGRtSlFacXdPYzhQWkl6c0pSRlFmeC1aV0FEMU5wZDZNai16dUtHajhPNnI0OVhmT1Z2MXZtekpveXc?oc=5" target="_blank">Multicenter Validation of Automated Segmentation and Composition Analysis of Lumbar Paraspinal Muscles Using Multisequence MRI</a>  <font color="#6f6f6f">RSNA Journals</font>

Medical Spine Sagittal MRI Dataset for Segmentation and Foraminal Stenosis detection
Naturegeneral

Medical Spine Sagittal MRI Dataset for Segmentation and Foraminal Stenosis detection

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE40aTNhNDc0ejhGb0VGZkRhcGYxVXczdGxfS0pFSkh3bzBYb0E2dnloRG1rYXRXLXBXTDl2TlhSVm9jQjhfdENXZmoxYl9rZkxNX0FyOHRLam5LdHczQWV3?oc=5" target="_blank">Medical Spine Sagittal MRI Dataset for Segmentation and Foraminal Stenosis detection</a>  <font color="#6f6f6f">Nature</font>

Balancing accuracy and efficiency in lumbar spine image segmentation using multi-scale attention and residual learning
Naturegeneral

Balancing accuracy and efficiency in lumbar spine image segmentation using multi-scale attention and residual learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBFeG03bXJDZ005VExtWUxOcEZoZWwxOU9nZV95T3J2ZjhmakRqNllMckpPcXBjVUp1VkQ0NEViNzE1a1ZEN1hNcjFjWko3dkpvbmk4WUlXOWhEVi1ZbERN?oc=5" target="_blank">Balancing accuracy and efficiency in lumbar spine image segmentation using multi-scale attention and residual learning</a>  <font color="#6f6f6f">Nature</font>

Automated detection, labelling and radiological grading of clinical spinal MRIs
Naturegeneral

Automated detection, labelling and radiological grading of clinical spinal MRIs

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4xZEl0c01qYTlHMVNfSlJiZF9DNUZzanZrZVFETU1EZkVIOXFXcEhVbTR2cjg0dmdOUlZJVXdoZnIxeDI2d1NmR3F6UWFzeWNNOXpSR09hQXNhMEZaZTBN?oc=5" target="_blank">Automated detection, labelling and radiological grading of clinical spinal MRIs</a>  <font color="#6f6f6f">Nature</font>

Streamlined and efficient patient-specific modeling for lumbar spine segmentation and finite element analysis
Naturegeneral

Streamlined and efficient patient-specific modeling for lumbar spine segmentation and finite element analysis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA3TVVzUDRHRXg5S3hBelp2N19DUnYwd2F6RTlfbnNDaEtxaWZnNXJBRXhGdlFkaXQ5aURZWDRUOEJfdE5YcmdhZlYwcml2NVUtUEZNajJPV2gxY2djRjNv?oc=5" target="_blank">Streamlined and efficient patient-specific modeling for lumbar spine segmentation and finite element analysis</a>  <font color="#6f6f6f">Nature</font>

Deep learning-based automatic detection and grading of disk herniation in lumbar magnetic resonance images
Naturegeneral

Deep learning-based automatic detection and grading of disk herniation in lumbar magnetic resonance images

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1vVkZwRGU2TU1kV3k3ektZRFl3NHN5LWdVSjVmLVhhejVWNUVPZkRPYk5xZjdEU3BJc29zOHhTRFozQTNzOTQxdlYtR21HUXZLenpScldzYVNzUGdKT3hr?oc=5" target="_blank">Deep learning-based automatic detection and grading of disk herniation in lumbar magnetic resonance images</a>  <font color="#6f6f6f">Nature</font>

Automatic detection, classification, and segmentation of sagittal MR images for diagnosing prolapsed lumbar intervertebral disc
Naturegeneral

Automatic detection, classification, and segmentation of sagittal MR images for diagnosing prolapsed lumbar intervertebral disc

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5fNTVrM2QyRFhVRkUzNWthU0tTalVvR0xVVlhlbUdQdHE2OEF1bC16azc5Qmk2bFNlMl9teDlpNXpBVUVUbWp6ZkZIOE9NRWhjNERzM0huYWRpUEFPRUFF?oc=5" target="_blank">Automatic detection, classification, and segmentation of sagittal MR images for diagnosing prolapsed lumbar intervertebral disc</a>  <font color="#6f6f6f">Nature</font>

Boundary sensitive-net-based lumbar vertebra segmentation and spondylolisthesis measurement
Natureworld

Boundary sensitive-net-based lumbar vertebra segmentation and spondylolisthesis measurement

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9ROUJhSGVlb1hBbnRZTG9nVDFRSk5lN3lSeDNZa083STlCTjlsVjU4NlZRV2VkVGhLRzN1NENFSzkxcXVrSGRXUTJCSzhINFpfV2tLY2Fqbkc1ZUV2QkJz?oc=5" target="_blank">Boundary sensitive-net-based lumbar vertebra segmentation and spondylolisthesis measurement</a>  <font color="#6f6f6f">Nature</font>

Automated diagnostic of cervical spondylosis on multimodal medical images with a multi-task deep learning model
Naturegeneral

Automated diagnostic of cervical spondylosis on multimodal medical images with a multi-task deep learning model

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5WZHhfSjNCaXFLQXphNzNFbUxheFk1Qk9CUWxTYTFweVdXclRWRUhVS2g4VGktNnFzS3pMSWhyYVBHczdDc3d6c056bms1aGdJV3JUU3N2R1owSXJnY1l3?oc=5" target="_blank">Automated diagnostic of cervical spondylosis on multimodal medical images with a multi-task deep learning model</a>  <font color="#6f6f6f">Nature</font>

Convolutional neural networks for the automatic segmentation of lumbar paraspinal muscles in people with low back pain
Naturetech

Convolutional neural networks for the automatic segmentation of lumbar paraspinal muscles in people with low back pain

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9YMEUyTmVmMnN5Y1lXazJ2SDhvWE9VYWpVWlZybnRDdm15UVItb1ZKTzMxeVdLcHljZWR0VEdlRlhXcWdPc19pRFdzUm83SlFVS3FGZXRHTElPaC1Qdmk0?oc=5" target="_blank">Convolutional neural networks for the automatic segmentation of lumbar paraspinal muscles in people with low back pain</a>  <font color="#6f6f6f">Nature</font>

Feasibility of automatic screw planning via transformer-based shape completion from RGB-D imaging
Naturegeneral

Feasibility of automatic screw planning via transformer-based shape completion from RGB-D imaging

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1Ea2RQX01rRU5RYmpYYm42UjRZb2JSeGZud3p1VWZlNFVsdHZBOHlZM2FRTXFaY1ZVQ2ZFUUd3T05NeTFEZUhHRzAtLWVEOVhxQmdTdzZTcVNtMlFEeWhz?oc=5" target="_blank">Feasibility of automatic screw planning via transformer-based shape completion from RGB-D imaging</a>  <font color="#6f6f6f">Nature</font>

MRI grading of lumbar disc herniation based on AFFM-YOLOv8 system
Naturegeneral

MRI grading of lumbar disc herniation based on AFFM-YOLOv8 system

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9tSTRibWRUbF9ROWs2T1hVa2tRTi0wQjFyQmNzOGowZ0hrbWE0RkVLRzNTMGdPRGphREsxUDhzRDhiRmg3ejFmdVc5LW51Nkl0TE4wbnE5enBVTFY4M3F3?oc=5" target="_blank">MRI grading of lumbar disc herniation based on AFFM-YOLOv8 system</a>  <font color="#6f6f6f">Nature</font>

Attention LinkNet-152: a novel encoder-decoder based deep learning network for automated spine segmentation
Naturegeneral

Attention LinkNet-152: a novel encoder-decoder based deep learning network for automated spine segmentation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBhMENZbnEtRExQWDIxanRueGtpWmswd3BXek4yelFMZWczdHNud3Y1Yi1jSEJaNFluWU9nZ2VhTjNWS2ZWX05wUTcyeGxXY3RxeWtJcm5HbmVzeDdtQXE0?oc=5" target="_blank">Attention LinkNet-152: a novel encoder-decoder based deep learning network for automated spine segmentation</a>  <font color="#6f6f6f">Nature</font>

Gender differences in L1 vertebral strength in adults 50+ using automated CT-based finite element analysis
Naturegeneral

Gender differences in L1 vertebral strength in adults 50+ using automated CT-based finite element analysis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1RT3RuRUNIZXAzVFNZTUtRSnVDbUdMYm9CbXZacWVSX2tldGpELWZfZVAyQk9fMXltSWNaU3ZNOUVDUWdkRkZ0QWhBQlc3YnpLMDJoNmVXODR5cGVjZXR3?oc=5" target="_blank">Gender differences in L1 vertebral strength in adults 50+ using automated CT-based finite element analysis</a>  <font color="#6f6f6f">Nature</font>

Structure-aware multi-task learning with domain generalization for robust vertebrae analysis in spinal CT
Naturetech

Structure-aware multi-task learning with domain generalization for robust vertebrae analysis in spinal CT

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE52VlpRYVBlUUVXUGE1LWx5eTVqRkJzVTdVVUhaMDN6TnJCb3h5TThSbEpveWZMZlN4OEdrWGgwbUNXUVQzYmV2S3IwUzlBdTRQZDNidUhKOXZnRGJPVVRj?oc=5" target="_blank">Structure-aware multi-task learning with domain generalization for robust vertebrae analysis in spinal CT</a>  <font color="#6f6f6f">Nature</font>

VertXNet: an ensemble method for vertebral body segmentation and identification from cervical and lumbar spinal X-rays
Naturegeneral

VertXNet: an ensemble method for vertebral body segmentation and identification from cervical and lumbar spinal X-rays

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBXLVMyTHZNWVNaYzBvdlNHWGdvVUh1ZVVDdzlyTGxaSEZGaF92dmN6UklzU0JGNFJ6Vm9jWXl4cHZPcThMRTBRQm1jMHZadWwwZDA3emxEVExFNDBCTENj?oc=5" target="_blank">VertXNet: an ensemble method for vertebral body segmentation and identification from cervical and lumbar spinal X-rays</a>  <font color="#6f6f6f">Nature</font>

Deep learning algorithm for the automatic assessment of axial vertebral rotation in patients with scoliosis using the Nash–Moe method
Naturegeneral

Deep learning algorithm for the automatic assessment of axial vertebral rotation in patients with scoliosis using the Nash–Moe method

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1XbkgwbWVFaHAzdHZDbHF4RnJmN05EOFFZV1lYZHktN1Vqam83VFNUa1FaSC1EcXFOT1htLVM1aXdtLVV4Y2NoRmFBYm1SakhPbUNCd1hCRnUxaEkyWGFv?oc=5" target="_blank">Deep learning algorithm for the automatic assessment of axial vertebral rotation in patients with scoliosis using the Nash–Moe method</a>  <font color="#6f6f6f">Nature</font>

FAU/Baptist Health AI Spine Model Could Transform Back Pain Treatment
Florida Atlantic Universitytech

FAU/Baptist Health AI Spine Model Could Transform Back Pain Treatment

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTE1sUThRcGFFZEx3WkEzdjVSWmsxMkFjUTNYMXI1c2lndllaRTlTenI4OWRDaFR2OWpoamk5UkRsa0JZNjZXUEwxYWZUTHhwdW1GZXpNSE1BOF9LZklDajNsNGpUSkctRFFDcEtGWjI3SWJNTUlaMVJrRw?oc=5" target="_blank">FAU/Baptist Health AI Spine Model Could Transform Back Pain Treatment</a>  <font color="#6f6f6f">Florida Atlantic University</font>

Lumbar Disc Herniation Automatic Detection in Magnetic Resonance Imaging Based on Deep Learning
Frontiersgeneral

Lumbar Disc Herniation Automatic Detection in Magnetic Resonance Imaging Based on Deep Learning

<a href="https://news.google.com/rss/articles/CBMirgFBVV95cUxQQnpiMk5tVmY4TDc0RkRyZEVCWm1OeUxfd2h3ZUttNDRHSWYycGFaMlFQUGJGR0xPbHk1Q2tSZ3lhQWJrdG1ELW15aVBzc0V4Vi1YNjR0Y2IwX2ZWX1FEUWY0Q2owNVcwOWMwd2hPalctYjlwUU0tV3ZlTlN3MHBUYVhQXzdLXzZlSV9Pem5vWWJvWEdCWEczdG9vdU8zaG54ZElBTVIwSk5FOHlvZFE?oc=5" target="_blank">Lumbar Disc Herniation Automatic Detection in Magnetic Resonance Imaging Based on Deep Learning</a>  <font color="#6f6f6f">Frontiers</font>

Multi-scanner and multi-modal lumbar vertebral body and intervertebral disc segmentation database
Naturegeneral

Multi-scanner and multi-modal lumbar vertebral body and intervertebral disc segmentation database

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBlcXpvVlUxRHFfeHVDMlpzcU9WX1BKclJsSUpWczNTcG4ySmJ0VWI2TTNtLUpKamZ4X1RxQ0hUYzRoUkY1M01MOWlZSzNfNUtFLWM0aDJ5TlRJOXczRFB3?oc=5" target="_blank">Multi-scanner and multi-modal lumbar vertebral body and intervertebral disc segmentation database</a>  <font color="#6f6f6f">Nature</font>

Automatic vertebrae localization and segmentation in CT with a two-stage Dense-U-Net
Naturegeneral

Automatic vertebrae localization and segmentation in CT with a two-stage Dense-U-Net

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5zNGtKaS1uREt2MWNQRFJ0T0ZUOFAxRnpINGhWczlSUFNqS2R3eVZDUzA1RkdtdTNuQTQxRnNLcFV6cmpyRThOVHllTEhBbk50bjl0ekVrV0tGam4ySEdJ?oc=5" target="_blank">Automatic vertebrae localization and segmentation in CT with a two-stage Dense-U-Net</a>  <font color="#6f6f6f">Nature</font>

A fully automatic MRI‐guided decision support system for lumbar disc herniation using machine learning
Wiley Online Librarygeneral

A fully automatic MRI‐guided decision support system for lumbar disc herniation using machine learning

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTE1YSkpqU0RmaFZGajVPUHpEeFRHY1lFdEtwbUFiVGUwT0h1eXYwVENOZmVmZDJsdGtPTkhEN2hLZ19VMFNsQ2VHanluM2RjSHdNYWxIMjBFV3I5UEN4bFBxSDlOSkdNNnB4aGc?oc=5" target="_blank">A fully automatic MRI‐guided decision support system for lumbar disc herniation using machine learning</a>  <font color="#6f6f6f">Wiley Online Library</font>

Automated selection of mid-height intervertebral disc slice in traverse lumbar spine MRI using a combination of deep learning feature and machine learning classifier
PLOSpolitics

Automated selection of mid-height intervertebral disc slice in traverse lumbar spine MRI using a combination of deep learning feature and machine learning classifier

<a href="https://news.google.com/rss/articles/CBMiiAFBVV95cUxQbjd4VTdHQ1Q2cGk0MVFQQmZFdE56VDBjMGMxX1dTY2FqMkFYdUE5ZFh0d1hGYlB2eDZMTVVMa2VlR3UxV1Q1MWtBWWVLc3NCbjl0TG9Wbld0aTN1N0VCNktxa0ZPSW9zTFRBQ1cyTkswQ245OU9pd3pIVzZpSDJpckE1Sjh2RUM3?oc=5" target="_blank">Automated selection of mid-height intervertebral disc slice in traverse lumbar spine MRI using a combination of deep learning feature and machine learning classifier</a>  <font color="#6f6f6f">PLOS</font>

"Automated lumbar spine se" — Live Google News Trends & Headlines