AIMC Topic: Pelvis

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Deep learning-based reconstruction of in vivo pelvis conductivity with a 3D patch-based convolutional neural network trained on simulated MR data.

Magnetic resonance in medicine Apr 21, 2020
PURPOSE: To demonstrate that mapping pelvis conductivity at 3T with deep learning (DL) is feasible.
Image Processing, Computer-Assisted Magnetic Resonance Imaging Pelvis Humans Neural Networks, Computer Deep Learning
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Robot-assisted treatment of unstable pelvic fractures with a percutaneous iliac lumbar double rod fixation combined with a percutaneous pelvic anterior ring INFIX fixation.

International orthopaedics Apr 21, 2020
OBJECTIVE: To investigate the clinical effect of robot-assisted treatment of unstable pelvic fractures through a percutaneous iliac lumbar double rod fixation combined with a percutaneous pelvic anterior ring INFIX (internal fixator) fixation.
Humans Prospective Studies Young Adult Adult Male Middle Aged Retrospective Studies Female Aged Radiography Robotic Surgical Procedures Pelvis Orthopedics Internal Fixators Bone Screws Lumbosacral Region Fractures, Bone Fracture Fixation, Internal Operative Time China Robotics Treatment Outcome Pelvic Bones
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A deep learning tool for fully automated measurements of sagittal spinopelvic balance from X-ray images: performance evaluation.

European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society Apr 11, 2020
PURPOSE: The purpose of this study is to evaluate the performance of a novel deep learning (DL) tool for fully automated measurements of the sagittal spinopelvic balance from X-ray images of the spine in comparison with manual measurements.
Humans Postural Balance Pelvis Spine X-Rays Retrospective Studies Reproducibility of Results Deep Learning
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A Systematic Review and Meta-Analysis of Pelvic Drain Insertion After Robot-Assisted Radical Prostatectomy.

Journal of endourology Mar 23, 2020
To perform a systematic review and meta-analysis and to assess the clinical benefit of prophylactic pelvic drain (PD) placement after robot-assisted laparoscopic prostatectomy (RALP) with pelvic lymph node dissection (PLND) in patients with localize...
Prostatic Neoplasms Robotic Surgical Procedures Pelvis Humans Prostatectomy Lymph Node Excision Male Robotics
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Differentiation of distal ureteral stones and pelvic phleboliths using a convolutional neural network.

Urolithiasis Feb 27, 2020
The objectives were to develop and validate a Convolutional Neural Network (CNN) using local features for differentiating distal ureteral stones from pelvic phleboliths, compare the CNN method with a semi-quantitative method and with radiologists' as...
Ureteral Calculi Renal Colic Vascular Calcification Ureter Veins Male Middle Aged Adolescent Neural Networks, Computer Pelvis Retrospective Studies Datasets as Topic Humans Aged, 80 and over ROC Curve Young Adult Adult Diagnosis, Differential Tomography, X-Ray Computed Female Aged
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Tip-Over Stability Analysis of a Pelvic Support Walking Robot.

Journal of healthcare engineering Feb 6, 2020
Discussed in this paper is the tip-over stability analysis of a pelvic support walking robot. To improve the activities of daily living (ADL) in hemiplegic patients, a pelvic support walking robot is proposed to help patients facilitating their rehab...
Humans Algorithms Models, Theoretical Robotics Forecasting Accidental Falls Pelvis Walking Self-Help Devices
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Fully automatic estimation of pelvic sagittal inclination from anterior-posterior radiography image using deep learning framework.

Computer methods and programs in biomedicine Dec 23, 2019
BACKGROUND AND OBJECTIVE: Malposition of the acetabular component causes dislocation and prosthetic impingement after Total Hip Arthroplasty (THA), which significantly affects the postoperative quality of life and implant longevity. The position of t...
Deep Learning Arthroplasty, Replacement, Hip Image Processing, Computer-Assisted Humans Pelvis Neural Networks, Computer Automation Tomography, X-Ray Computed
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Automatic Quality Assessment of Transperineal Ultrasound Images of the Male Pelvic Region, Using Deep Learning.

Ultrasound in medicine & biology Nov 25, 2019
Ultrasound guidance is not in widespread use in prostate cancer radiotherapy workflows. This can be partially attributed to the need for image interpretation by a trained operator during ultrasound image acquisition. In this work, a one-class regress...
Humans Deep Learning Aged Ultrasonography Aged, 80 and over Adult Pelvis Male Perineum Middle Aged
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Evaluation of a deep learning-based pelvic synthetic CT generation technique for MRI-based prostate proton treatment planning.

Physics in medicine and biology Oct 21, 2019
The purpose of this work is to validate the application of a deep learning-based method for pelvic synthetic CT (sCT) generation that can be used for prostate proton beam therapy treatment planning. We propose to integrate dense block minimization in...
Proton Therapy Humans Prostatic Neoplasms Deep Learning Pelvis Tomography, X-Ray Computed Magnetic Resonance Imaging Radiotherapy Planning, Computer-Assisted Male
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Synthetic MRI-aided multi-organ segmentation on male pelvic CT using cycle consistent deep attention network.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology Oct 17, 2019
BACKGROUND AND PURPOSE: Manual contouring is labor intensive, and subject to variations in operator knowledge, experience and technique. This work aims to develop an automated computed tomography (CT) multi-organ segmentation method for prostate canc...
Pelvis Deep Learning Humans Organs at Risk Magnetic Resonance Imaging Tomography, X-Ray Computed Prostatic Neoplasms Male
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