AIMC Topic: Pelvis

Clear Filters Showing 121 to 130 of 229 articles

Male pelvic multi-organ segmentation on transrectal ultrasound using anchor-free mask CNN.

Medical physics May 14, 2021
PURPOSE: Current prostate brachytherapy uses transrectal ultrasound images for implant guidance, where contours of the prostate and organs-at-risk are necessary for treatment planning and dose evaluation. This work aims to develop a deep learning-bas...
Humans Neural Networks, Computer Image Processing, Computer-Assisted Prostate Pelvis Retrospective Studies Male Ultrasonography
View on PubMed DOI

Extraperitoneal Laparoscopic Versus Transperitoneal Robot-Assisted Laparoscopic Approaches for Extended Pelvic Lymph Node Dissection During Radical Prostatectomy.

Journal of laparoendoscopic & advanced surgical techniques. Part A May 6, 2021
We aim to directly compare the feasibility and safety of extended pelvic lymph node dissection (PLND) during transperitoneal robotic-assisted radical prostatectomy (Tp-RARP) and extraperitoneal laparoscopic radical prostatectomy (Ep-LRP). We retros...
Prostatectomy Laparoscopy Pelvis Humans Retrospective Studies Lymph Node Excision Male Robotics Prostatic Neoplasms
View on PubMed DOI

A Machine Learning Model Approach to Risk-Stratify Patients With Gastrointestinal Cancer for Hospitalization and Mortality Outcomes.

International journal of radiation oncology, biology, physics Apr 29, 2021
PURPOSE: Patients with gastrointestinal (GI) cancer frequently experience unplanned hospitalizations, but predictive tools to identify high-risk patients are lacking. We developed a machine learning model to identify high-risk patients.
Gastrointestinal Neoplasms Risk Hospitalization Humans Middle Aged Aged Machine Learning Abdomen Male Female Pelvis
View on PubMed DOI

Deep learning to segment pelvic bones: large-scale CT datasets and baseline models.

International journal of computer assisted radiology and surgery Apr 16, 2021
PURPOSE: Pelvic bone segmentation in CT has always been an essential step in clinical diagnosis and surgery planning of pelvic bone diseases. Existing methods for pelvic bone segmentation are either hand-crafted or semi-automatic and achieve limited ...
Reproducibility of Results Deep Learning Image Processing, Computer-Assisted Pelvic Bones Pelvis Pattern Recognition, Automated Humans Algorithms Tomography, X-Ray Computed
View on PubMed DOI

Model construction and application for automated measurement of CE angle on pelvis orthograph based on MASK-R-CNN algorithm.

Biomedical physics & engineering express Apr 14, 2021
Developmental dysplasia of the hip (DDH) is a common orthopedic disease. A simple and cost-effective scientific tool for assisting the early diagnosis of DDH is urgently needed. This study proposed a new artificial intelligence (AI) model for automat...
Humans Acetabulum Pelvis Hip Dislocation, Congenital Artificial Intelligence Algorithms
View on PubMed DOI

Deep transfer learning can be used for the detection of hip joints in pelvis radiographs and the classification of their hip dysplasia status.

Veterinary radiology & ultrasound : the official journal of the American College of Veterinary Radiology and the International Veterinary Radiology Association Apr 5, 2021
Reports of machine learning implementations in veterinary imaging are infrequent but changes in machine learning architecture and access to increased computing power will likely prompt increased interest. This diagnostic accuracy study describes a pa...
Deep Learning Image Processing, Computer-Assisted Mass Screening Humans Animals Hip Joint Hip Dislocation Predictive Value of Tests Radiography Pelvis
View on PubMed DOI

A scalable physician-level deep learning algorithm detects universal trauma on pelvic radiographs.

Nature communications Feb 16, 2021
Pelvic radiograph (PXR) is essential for detecting proximal femur and pelvis injuries in trauma patients, which is also the key component for trauma survey. None of the currently available algorithms can accurately detect all kinds of trauma-related ...
Adult Male Middle Aged Deep Learning ROC Curve Pelvis Physicians Female Aged Humans Algorithms Hip Fractures Wounds and Injuries
View on PubMed DOI

Transforming UTE-mDixon MR Abdomen-Pelvis Images Into CT by Jointly Leveraging Prior Knowledge and Partial Supervision.

IEEE/ACM transactions on computational biology and bioinformatics Feb 3, 2021
Computed tomography (CT) provides information for diagnosis, PET attenuation correction (AC), and radiation treatment planning (RTP). Disadvantages of CT include poor soft tissue contrast and exposure to ionizing radiation. While MRI can overcome the...
Humans Abdomen Magnetic Resonance Imaging Pelvis Machine Learning Tomography, X-Ray Computed Image Processing, Computer-Assisted
View on PubMed DOI

Contemporary National Trends and Variations of Pelvic Lymph Node Dissection in Patients Undergoing Robot-Assisted Radical Prostatectomy.

Clinical genitourinary cancer Jan 28, 2021
INTRODUCTION: Previous studies showed suboptimal adherence to clinical practice guidelines for pelvic lymph node dissection (PLND) during radical prostatectomy (RP). Robot-assisted RP (RARP) has become the predominant surgical management for localize...
Prostatic Neoplasms Lymph Nodes Prostatectomy Humans Pelvis Lymph Node Excision Male Robotics
View on PubMed DOI

Multi-task edge-recalibrated network for male pelvic multi-organ segmentation on CT images.

Physics in medicine and biology Jan 26, 2021
Automated male pelvic multi-organ segmentation on CT images is highly desired for applications, including radiotherapy planning. To further improve the performance and efficiency of existing automated segmentation methods, in this study, we propose a...
Image Processing, Computer-Assisted Humans Pelvis Neural Networks, Computer Tomography, X-Ray Computed Male
View on PubMed DOI
Popular Topics
Recent Journals