AIMC Topic: Pelvis

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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...
Image Processing, Computer-Assisted Prostate Pelvis Neural Networks, Computer Humans Male
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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...
Image Processing, Computer-Assisted Pelvis Privacy Artificial Intelligence Deep Learning Humans
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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.
Fractures, Bone Robotics Plastic Surgery Procedures Humans Pelvis Closed Fracture Reduction
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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.
Uterine Cervical Neoplasms Humans Pelvis Deep Learning Image Processing, Computer-Assisted 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...
Humans Male Lymph Node Excision Robotics Lymph Nodes Fascia Pelvis Prostatic Neoplasms Robotic Surgical Procedures Prostatectomy Ureter
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Clinical significance of limited and extended pelvic lymph node dissection during robot-assisted radical prostatectomy for patients with localized prostate cancer: A retrospective, propensity score matching analysis.

International journal of urology : official journal of the Japanese Urological Association Oct 28, 2022
OBJECTIVES: We investigated the diagnostic and therapeutic benefits of limited or extended pelvic lymph node dissection during a robot-assisted radical prostatectomy for localized prostate cancer.
Prostatectomy Clinical Relevance Prostatic Neoplasms Pelvis Propensity Score Lymph Node Excision Robotics Humans Male Lymph Nodes Retrospective Studies
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A high-performance method of deep learning for prostate MR-only radiotherapy planning using an optimized Pix2Pix architecture.

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB) Oct 19, 2022
PURPOSE: The first aim was to generate and compare synthetic-CT (sCT) images using a conditional generative adversarial network (cGAN) method (Pix2Pix) for MRI-only prostate radiotherapy planning by testing several generators, loss functions, and hyp...
Prostate Pelvis Radiotherapy Planning, Computer-Assisted Deep Learning Magnetic Resonance Imaging Radiotherapy Dosage Tomography, X-Ray Computed Male Humans
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Imaging of Structural Abnormalities of the Sacrum: The Old Faithful and Newly Emerging Techniques.

Seminars in musculoskeletal radiology Sep 14, 2022
The sacrum and sacroiliac joints pose a long-standing challenge for adequate imaging because of their complex anatomical form, oblique orientation, and posterior location in the pelvis, making them subject to superimposition. The sacrum and sacroilia...
Sacroiliac Joint Magnetic Resonance Imaging Humans Pelvis Artificial Intelligence Sacrum
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Domain generalization for prostate segmentation in transrectal ultrasound images: A multi-center study.

Medical image analysis Sep 13, 2022
Prostate biopsy and image-guided treatment procedures are often performed under the guidance of ultrasound fused with magnetic resonance images (MRI). Accurate image fusion relies on accurate segmentation of the prostate on ultrasound images. Yet, th...
Pelvis Humans Magnetic Resonance Imaging Male Neural Networks, Computer Ultrasonography Prostate
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[Morbidity of extended pelvic lymphadenectomy during robot-assisted laparoscopic prostatectomy for localized cancer prostate].

Progres en urologie : journal de l'Association francaise d'urologie et de la Societe francaise d'urologie Sep 7, 2022
OBJECTIVES: To assess the morbidity specific of extended pelvic lymphadenectomy during robot-assisted laparoscopic radical prostatectomy in a 8 year retrospective study.
Morbidity Lymphocele Prostatectomy Humans Prostate Retrospective Studies Robotics Pelvis Male Prostatic Neoplasms Lymph Node Excision Laparoscopy
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