AIMC Topic: Pelvis

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Artificial Intelligence Autonomously Measures Cup Orientation, Corrects for Pelvis Orientation, and Identifies Retroversion From Antero-Posterior Pelvis Radiographs.

The Journal of arthroplasty Mar 8, 2023
BACKGROUND: Measuring cup orientation is time consuming and inaccurate, but orientation influences the risk of impingement and dislocation following total hip arthroplasty (THA). This study designed an artificial intelligence (AI) program to autonomo...
Hip Prosthesis Pelvis Arthroplasty, Replacement, Hip Humans Artificial Intelligence
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Deep learning reconstruction with single-energy metal artifact reduction in pelvic computed tomography for patients with metal hip prostheses.

Japanese journal of radiology Mar 2, 2023
PURPOSE: The aim of this study was to assess the impact of the deep learning reconstruction (DLR) with single-energy metal artifact reduction (SEMAR) (DLR-S) technique in pelvic helical computed tomography (CT) images for patients with metal hip pros...
Aged, 80 and over Male Middle Aged Female Aged Pelvis Humans Artifacts Retrospective Studies Hip Prosthesis Algorithms Deep Learning Tomography, X-Ray Computed Metals
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Effects of Timed Frontal Plane Pelvic Moments During Overground Walking With a Mobile TPAD System.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jan 30, 2023
Robotic gait training may improve overground ambulation for individuals with poor control over pelvic motion. However, there is a need for an overground gait training robotic device that allows full control of pelvic movement and synchronizes applied...
Humans Adult Biomechanical Phenomena Pelvis Walking Gait Muscle, Skeletal Robotics
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Evaluation of generalization ability for deep learning-based auto-segmentation accuracy in limited field of view CBCT of male pelvic region.

Journal of applied clinical medical physics Jan 19, 2023
PURPOSE: The aim of this study was to evaluate generalization ability of segmentation accuracy for limited FOV CBCT in the male pelvic region using a full-image CNN. Auto-segmentation accuracy was evaluated using various datasets with different inten...
Deep Learning Image Processing, Computer-Assisted Radiotherapy Planning, Computer-Assisted Spiral Cone-Beam Computed Tomography Pelvis Humans Male
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Original research: utilization of a convolutional neural network for automated detection of lytic spinal lesions on body CTs.

Skeletal radiology Jan 18, 2023
OBJECTIVE: To develop, train, and test a convolutional neural network (CNN) for detection of spinal lytic lesions in chest, abdomen, and pelvis CT scans.
Bone and Bones Tomography, X-Ray Computed Pelvis Humans Neural Networks, Computer
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Automated multi-modal Transformer network (AMTNet) for 3D medical images segmentation.

Physics in medicine and biology Jan 9, 2023
Over the past years, convolutional neural networks based methods have dominated the field of medical image segmentation. But the main drawback of these methods is that they have difficulty representing long-range dependencies. Recently, the Transform...
Prostate Pelvis Humans Male Image Processing, Computer-Assisted Neural Networks, Computer
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Creating High Fidelity Synthetic Pelvis Radiographs Using Generative Adversarial Networks: Unlocking the Potential of Deep Learning Models Without Patient Privacy Concerns.

The Journal of arthroplasty Dec 17, 2022
BACKGROUND: In this work, we applied and validated an artificial intelligence technique known as generative adversarial networks (GANs) to create large volumes of high-fidelity synthetic anteroposterior (AP) pelvis radiographs that can enable deep le...
Artificial Intelligence Deep Learning Humans Privacy Image Processing, Computer-Assisted Pelvis
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Autonomous path planning for robot-assisted pelvic fracture closed reduction with collision avoidance.

The international journal of medical robotics + computer assisted surgery : MRCAS Nov 30, 2022
BACKGROUND: Robot-assisted pelvic fracture closed reduction (RPFCR) positively contributes to patient treatment. However, the current path planning suffers from incomplete obstacle avoidance and long paths.
Humans Fractures, Bone Pelvis Closed Fracture Reduction Robotics Plastic Surgery Procedures
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Deep learning in CT image segmentation of cervical cancer: a systematic review and meta-analysis.

Radiation oncology (London, England) Nov 7, 2022
BACKGROUND: This paper attempts to conduct a systematic review and meta-analysis of deep learning (DLs) models for cervical cancer CT image segmentation.
Image Processing, Computer-Assisted Pelvis Uterine Cervical Neoplasms Humans Deep Learning Tomography, X-Ray Computed Female
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Simplified approach to the medial internal iliac region using a uretero-hypogastric nerve fascia development procedure for extended pelvic lymph node dissection during robot-assisted radical prostatectomy for high-risk prostate cancer.

International journal of urology : official journal of the Japanese Urological Association Oct 28, 2022
INTRODUCTION: Although several clinical guidelines for prostate cancer (PC) recommend extended pelvic lymph node dissection (ePLND) during radical prostatectomy for high-risk cases, there are several issues to consider, including certain technical as...
Ureter Fascia Robotics Humans Pelvis Prostatic Neoplasms Lymph Nodes Robotic Surgical Procedures Male Prostatectomy Lymph Node Excision
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