AIMC Topic: Pelvis

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Development and validation of the 3D U-Net algorithm for segmentation of pelvic lymph nodes on diffusion-weighted images.

BMC medical imaging Nov 13, 2021
BACKGROUND: The 3D U-Net model has been proved to perform well in the automatic organ segmentation. The aim of this study is to evaluate the feasibility of the 3D U-Net algorithm for the automated detection and segmentation of lymph nodes (LNs) on pe...
Feasibility Studies Datasets as Topic Diffusion Magnetic Resonance Imaging Prostatic Neoplasms Pelvis Humans Neural Networks, Computer Retrospective Studies Aged Male Lymphatic Metastasis
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Robotic total pelvic exenteration with en bloc pelvic side wall clearance and internal iliac artery resection - A Video Vignette.

Colorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland Nov 2, 2021
Humans Robotics Robotic Surgical Procedures Pelvis Iliac Artery Pelvic Exenteration
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Extended robot-assisted laparoscopic prostatectomy and extended pelvic lymph node dissection as a monotherapy in patients with very high-risk prostate cancer Patients.

Cancer medicine Sep 25, 2021
BACKGROUND: Patients with very-high-risk prostate cancer (VHRPCa) have earlier biochemical recurrences (BCRs) and higher mortality rates. It remains unknown whether extended robot-assisted laparoscopic prostatectomy (eRALP) without neoadjuvant or adj...
Humans Male Lymph Node Excision Robotics Retrospective Studies Risk Factors Aged Prostatic Neoplasms Pelvis Laparoscopy Survival Analysis Prostatectomy
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A potential method for sex estimation of human skeletons using deep learning and three-dimensional surface scanning.

International journal of legal medicine Aug 30, 2021
Deep learning based on radiological methods has attracted considerable attention in forensic anthropology because of its superior classification capacities over human experts. However, radiological instruments are limited in their nature of high cost...
Pelvis Sex Determination by Skeleton Pubic Bone Male Deep Learning Imaging, Three-Dimensional Tomography, X-Ray Computed Female Humans Neural Networks, Computer
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Scale- and Slice-aware Net (S aNet) for 3D segmentation of organs and musculoskeletal structures in pelvic MRI.

Magnetic resonance in medicine Aug 2, 2021
PURPOSE: MRI of organs and musculoskeletal structures in the female pelvis presents a unique display of pelvic anatomy. Automated segmentation of pelvic structures plays an important role in personalized diagnosis and treatment on pelvic structures d...
Magnetic Resonance Imaging Pelvis Female Image Processing, Computer-Assisted Humans Neural Networks, Computer Tomography, X-Ray Computed
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Robot-assisted Exploration of Somatic Nerves in the Pelvis and Transection of the Sacrospinous Ligament for Alcock Canal Syndrome.

Journal of minimally invasive gynecology Jul 27, 2021
STUDY OBJECTIVE: Some articles have reported the surgical management of Alcock canal syndrome (ACS) using the transperineal [1], transgluteal [2], or conventional laparoscopic approach [3,4]. In 2015, Rey and Oderda [5] reported the first robotic neu...
Pelvis Ligaments Pudendal Nerve Robotics Laparoscopy Pelvic Pain Humans Female Middle Aged
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Evaluation of Deep Learning-Based Approaches to Segment Bowel Air Pockets and Generate Pelvic Attenuation Maps from CAIPIRINHA-Accelerated Dixon MR Images.

Journal of nuclear medicine : official publication, Society of Nuclear Medicine Jul 22, 2021
Attenuation correction remains a challenge in pelvic PET/MRI. In addition to the segmentation/model-based approaches, deep learning methods have shown promise in synthesizing accurate pelvic attenuation maps (μ-maps). However, these methods often mis...
Pelvis Positron-Emission Tomography Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging Humans Tomography, X-Ray Computed
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Automated detection and segmentation of sclerotic spinal lesions on body CTs using a deep convolutional neural network.

Skeletal radiology Jul 22, 2021
PURPOSE: To develop a deep convolutional neural network capable of detecting spinal sclerotic metastases on body CTs.
Humans Neural Networks, Computer Image Processing, Computer-Assisted Pelvis
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Development of in-house fully residual deep convolutional neural network-based segmentation software for the male pelvic CT.

Radiation oncology (London, England) Jul 22, 2021
BACKGROUND: This study aimed to (1) develop a fully residual deep convolutional neural network (CNN)-based segmentation software for computed tomography image segmentation of the male pelvic region and (2) demonstrate its efficiency in the male pelvi...
Prognosis Male Image Processing, Computer-Assisted Prostatic Neoplasms Pelvis Organs at Risk Humans Neural Networks, Computer Software Radiotherapy, Intensity-Modulated Urinary Bladder Seminal Vesicles Radiotherapy Planning, Computer-Assisted Radiotherapy Dosage
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Robot-assisted donor hysterectomy in uterus transplantation - a modality to increase reproducibility.

Ginekologia polska Jun 9, 2021
Uterus transplantation is a non-lifesaving vascularized composite allotransplantation procedure requiring immunosuppression until removal of the graft. The focus of uterus transplantation is changing regarding refining individual treatment procedures...
Robotic Surgical Procedures Pelvis Reproducibility of Results Humans Hysterectomy Female Robotics Uterus
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