AI Medical Compendium Journal:
Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences

Showing 1 to 10 of 14 articles

[Personalized mandibular reconstruction assisted by three-dimensional retrieval model based on fully connected neural network and a database of mandibles].

Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences Apr 18, 2025
OBJECTIVE: To propose a new protocol for personalized mandibular reconstruction assisted by three-dimensional (3D) retrieval model based on fully connected neural network (FCNN) and a database of mandibles, and to verify clinical feasibility of the p...
Humans Middle Aged Databases, Factual Imaging, Three-Dimensional Female Male Mandible Adult Cephalometry Mandibular Reconstruction Neural Networks, Computer Algorithms
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[Deep learning algorithms for intelligent construction of a three-dimensional maxillofacial symmetry reference plane].

Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences Feb 18, 2025
OBJECTIVE: To develop an original-mirror alignment associated deep learning algorithm for intelligent registration of three-dimensional maxillofacial point cloud data, by utilizing a dynamic graph-based registration network model (maxillofacial dynam...
Male Deep Learning Maxilla Imaging, Three-Dimensional Algorithms Female Adult Humans
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[Tooth segmentation and identification on cone-beam computed tomography with convolutional neural network based on spatial embedding information].

Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences Aug 18, 2024
OBJECTIVE: To propose a novel neural network to achieve tooth instance segmentation and recognition based on cone-beam computed tomography (CBCT) voxel data.
Algorithms Cone-Beam Computed Tomography Image Processing, Computer-Assisted Humans Neural Networks, Computer Tooth
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[Deep learning-assisted construction of three-demensional facial midsagittal plane].

Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences Feb 18, 2022
OBJECTIVE: To establish a deep learning algorithm that can accurately determine three-dimensional facial anatomical landmarks, multi-view stacked hourglass convolutional neural networks (MSH-CNN) and to construct three-dimensional facial midsagittal ...
Software Algorithms Face Deep Learning Humans Neural Networks, Computer
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[Independent innovation research, development and transformation of precise bionic repair technology for oral prosthesis].

Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences Feb 18, 2022
According to the fourth national oral health epidemiological survey report (2018), billions of teeth are lost or missing in China, inducing chewing dysfunction, which is necessary to build physiological function using restorations. Digital technology...
Humans Printing, Three-Dimensional Prostheses and Implants Dental Prosthesis Design Artificial Intelligence Computer-Aided Design Bionics
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[Predicting prolonged length of intensive care unit stay machine learning].

Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences Dec 18, 2021
OBJECTIVE: To construct length of intensive care unit (ICU) stay (LOS-ICU) prediction models for ICU patients, based on three machine learning models support vector machine (SVM), classification and regression tree (CART), and random forest (RF), and...
Middle Aged Aged Male Humans Research Design Machine Learning Intensive Care Units
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[Evaluating continence recovery time after robot-assisted radical prostatectomy].

Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences Aug 18, 2021
OBJECTIVE: To evaluate urinary continence recovery time and risk factors of urinary continence recovery after robot-assisted laparoscopic radical prostatectomy (RARP).
Humans Aged Urinary Incontinence Recovery of Function Male Prostatectomy Robotics Treatment Outcome Prostatic Neoplasms
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[Risk factors for multiple debridements of the patients with deep incisional surgical site infection after spinal surgery].

Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences Dec 30, 2020
OBJECTIVE: To investigate the risk factors that contribute to multiple debridements in patients suffering from deep incisional surgical site infection after spinal surgery and advise medical personnel to pay special attention to these risk factors.
Debridement Methicillin-Resistant Staphylococcus aureus Surgical Wound Infection Retrospective Studies Aged Male Female Young Adult Middle Aged Risk Factors Humans Adult Anti-Bacterial Agents
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[Application of recurrent neural network in prognosis of peritoneal dialysis].

Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences Jun 18, 2019
OBJECTIVE: Deep learning models, including recurrent neural network (RNN) and gated recurrent unit (GRU), were used to construct the clinical prognostic prediction models for peritoneal dialysis (PD) patients based on routine clinical data. The perfo...
Logistic Models Databases, Genetic Peritoneal Dialysis Humans Neural Networks, Computer Prognosis
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[Application of support vector machine in predicting in-hospital mortality risk of patients with acute kidney injury in ICU].

Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences Apr 18, 2018
OBJECTIVE: To construct an in-hospital mortality prediction model for patients with acute kidney injury (AKI) in intensive care unit (ICU) by using support vector machine (SVM), and compare it with the simplified acute physiology score II (SAPS-II) w...
Support Vector Machine Critical Care Humans Prognosis Sensitivity and Specificity Hospital Mortality ROC Curve Acute Kidney Injury Intensive Care Units
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