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Pelvis

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Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique.

Journal of digital imaging Aug 24, 2022
Since radiology reports needed for clinical practice and research are written and stored in free-text narrations, extraction of relative information for further analysis is difficult. In these circumstances, natural language processing (NLP) techniqu...
Neural Networks, Computer Deep Learning Ultrasonography Humans Pelvis Information Storage and Retrieval Medical Records Systems, Computerized Abdomen Natural Language Processing Radiology
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Commentary On: Image Quality Evaluation in Dual Energy CT of the Chest, Abdomen and Pelvis in Obese Patients with Deep Learning Image Reconstruction.

Journal of computer assisted tomography Jun 23, 2022
Image Processing, Computer-Assisted Abdomen Obesity Tomography, X-Ray Computed Deep Learning Pelvis Radiographic Image Interpretation, Computer-Assisted Radiation Dosage Humans Algorithms
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Comparison of Transfer Learning Models in Pelvic Tilt and Rotation Measurement in Pediatric Anteroposterior Pelvic Radiographs.

Journal of digital imaging Jun 16, 2022
The rotation and tilt of the pelvis during anteroposterior pelvic radiography can lead to misdiagnosis of developmental dysplasia of the hip (DDH) in children. At present, no method exists for accurately and conveniently measuring the precise rotatio...
Humans Machine Learning Diagnostic Errors Pelvis Rotation Child Radiography
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Shadow-Consistent Semi-Supervised Learning for Prostate Ultrasound Segmentation.

IEEE transactions on medical imaging Jun 1, 2022
Prostate segmentation in transrectal ultrasound (TRUS) image is an essential prerequisite for many prostate-related clinical procedures, which, however, is also a long-standing problem due to the challenges caused by the low image quality and shadow ...
Artifacts Male Humans Ultrasonography Prostate Image Processing, Computer-Assisted Pelvis Supervised Machine Learning
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AI-based optimization for US-guided radiation therapy of the prostate.

International journal of computer assisted radiology and surgery May 20, 2022
OBJECTIVES: Fast volumetric ultrasound presents an interesting modality for continuous and real-time intra-fractional target tracking in radiation therapy of lesions in the abdomen. However, the placement of the ultrasound probe close to the target s...
Pelvis Radiotherapy Planning, Computer-Assisted Radiotherapy Dosage Ultrasonography Robotics Prostate Humans Male
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Predicting Perceived Reporting Complexity of Abdominopelvic Computed Tomography With Deep Learning.

Journal of computer assisted tomography May 18, 2022
OBJECTIVE: The purpose of this pilot study was to examine human and automated estimates of reporting complexity for computed tomography (CT) studies of the abdomen and pelvis.
Humans Neural Networks, Computer Tomography, X-Ray Computed Pelvis Deep Learning Pilot Projects
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Automatic contouring QA method using a deep learning-based autocontouring system.

Journal of applied clinical medical physics May 17, 2022
PURPOSE: To determine the most accurate similarity metric when using an independent system to verify automatically generated contours.
Tomography, X-Ray Computed Female Deep Learning Humans Lymph Nodes Algorithms Pelvis Radiotherapy Planning, Computer-Assisted
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Development of an anthropomorphic multimodality pelvic phantom for quantitative evaluation of a deep-learning-based synthetic computed tomography generation technique.

Journal of applied clinical medical physics May 17, 2022
PURPOSE: The objective of this study was to fabricate an anthropomorphic multimodality pelvic phantom to evaluate a deep-learning-based synthetic computed tomography (CT) algorithm for magnetic resonance (MR)-only radiotherapy.
Pelvis Radiotherapy Planning, Computer-Assisted Radiotherapy Dosage Phantoms, Imaging Male Deep Learning Magnetic Resonance Imaging Humans Tomography, X-Ray Computed
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Image Quality Evaluation in Dual-Energy CT of the Chest, Abdomen, and Pelvis in Obese Patients With Deep Learning Image Reconstruction.

Journal of computer assisted tomography Apr 27, 2022
OBJECTIVE: The aim of this study was to evaluate image quality in vascular and oncologic dual-energy computed tomography (CT) imaging studies performed with a deep learning (DL)-based image reconstruction algorithm in patients with body mass index of...
Abdomen Obesity Pelvis Tomography, X-Ray Computed Radiographic Image Interpretation, Computer-Assisted Deep Learning Humans Radiation Dosage Image Processing, Computer-Assisted Algorithms
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Bilateral Peritoneal Flaps Reduce Incidence and Complications of Lymphoceles after Robotic Radical Prostatectomy with Pelvic Lymph Node Dissection-Results of the Prospective Randomized Multicenter Trial ProLy.

The Journal of urology Apr 15, 2022
PURPOSE: The purpose of this study was to investigate the effect of a surgically constructed bilateral peritoneal flap (PIF) as an adjunct to robot-assisted radical prostatectomy (RARP) and pelvic lymph node dissection (PLND) on the incidence of lymp...
Incidence Peritoneum Humans Lymph Node Excision Prostatic Neoplasms Lymphocele Prospective Studies Robotics Robotic Surgical Procedures Prostatectomy Male Pelvis
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