Search Results - "Liu, Kuiyuan"
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A Prognostic Predictive System Based on Deep Learning for Locoregionally Advanced Nasopharyngeal Carcinoma
Published in JNCI : Journal of the National Cancer Institute (04-05-2021)“…Abstract Background Images from magnetic resonance imaging (MRI) are crucial unstructured data for prognostic evaluation in nasopharyngeal carcinoma (NPC). We…”
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The diagnostic performance of quantitative mapping in breast cancer patients: a preliminary study using synthetic MRI
Published in Cancer imaging (14-12-2020)“…Previous studies have indicated that quantitative MRI (qMR) is beneficial for diagnosis of breast cancer. As a novel qMR technology, synthetic MRI (syMRI) may…”
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Deep learning pathological microscopic features in endemic nasopharyngeal cancer: Prognostic value and protentional role for individual induction chemotherapy
Published in Cancer medicine (Malden, MA) (01-02-2020)“…Background To explore the prognostic value and the role for treatment decision of pathological microscopic features in patients with nasopharyngeal carcinoma…”
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Prognostic and Treatment Guiding Significance of MRI-Based Tumor Burden Features and Nodal Necrosis in Nasopharyngeal Carcinoma
Published in Frontiers in oncology (11-09-2020)“…We aimed to develop a nomogram integrating MRI-based tumor burden features (MTBF), nodal necrosis, and some clinical factors to forecast the distant…”
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Characterization of lacustrine carbonate reservoirs in the Eocene Sikou Sag, Bohai Bay Basin, East China
Published in Carbonates and evaporites (01-03-2017)“…With the recent discovery of new oil fields around the Bohai Bay Basin, a better understanding of the origin of its high-quality lacustrine carbonate…”
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Development and validation of an endoscopic images‐based deep learning model for detection with nasopharyngeal malignancies
Published in Cancer communications (London, England) (25-09-2018)“…Background Due to the occult anatomic location of the nasopharynx and frequent presence of adenoid hyperplasia, the positive rate for malignancy identification…”
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Numerical modelling of the hydrocarbon generation of Tertiary source rocks intruded by doleritic sills in the Zhanhua depression, Bohai Bay Basin, China
Published in Basin research (01-04-2012)“…An igneous hydrocarbon reservoir had been found in the Zhanhua depression, Bohai Bay Basin, eastern China. Two doleritic sills successively intruded into the…”
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Development of a self-constrained 3D DenseNet model in automatic detection and segmentation of nasopharyngeal carcinoma using magnetic resonance images
Published in Oral oncology (01-11-2020)“…•A dual-task AI model was developed to detect and segment NPC in MRI automatically.•The model showed higher overall accuracy than experienced radiologists to…”
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Improving Microstructural Estimation in Time-Dependent Diffusion MRI With a Bayesian Method
Published in Journal of magnetic resonance imaging (20-05-2024)“…Accurately fitting diffusion-time-dependent diffusion MRI (t -dMRI) models poses challenges due to complex and nonlinear formulas, signal noise, and limited…”
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A deep survival analysis method based on ranking
Published in Artificial intelligence in medicine (01-07-2019)“…•The proposed RankDeepSurv is superior to three state-of-the-art survival models.•This paper proposes a loss function based on regression and rank constraints…”
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Histological and molecular classifications of pediatric glioma with time-dependent diffusion MRI-based microstructural mapping
Published in Neuro-oncology (Charlottesville, Va.) (02-06-2023)“…Abstract Background Gliomas are the most common type of central nervous system tumors in children, and the combination of histological and molecular…”
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Deep learning for risk prediction in patients with nasopharyngeal carcinoma using multi-parametric MRIs
Published in Computer methods and programs in biomedicine (01-12-2020)“…lWe proposed deep learning to integrate multi-parametric MRIs as a novel prognostic factor to predict the overall risk score in patients with NPC.lWe used a…”
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An interpretable machine learning prognostic system for locoregionally advanced nasopharyngeal carcinoma based on tumor burden features
Published in Oral oncology (01-07-2021)“…[Display omitted] •MRI-based tumor burden features accurately reflected the tumor burden of nasopharyngeal carcinoma (NPC).•The proposed machine learning (ML)…”
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Prognostic value and the potential role of treatment options for cervical lymph node necrosis in nasopharyngeal carcinoma
Published in Oral oncology (01-10-2020)“…There were few studies focused on the cervical lymph necrosis (CNN) of nasopharyngeal carcinoma (NPC) patients to develop a nomogram and guide the treatment…”
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The Effect of Metformin on Mortality Among Diabetic Cancer Patients: A Systematic Review and Meta-analysis
Published in JNCI cancer spectrum (01-09-2017)“…Abstract Background Most data suggest that cancer patients with diabetes have worse outcomes, which may be reversed with metformin. Metformin might modulate…”
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Comparison between lobaplatin and cisplatin plus 5-fluorouracil combined with intensity-modulated radiotherapy for locoregionally advanced nasopharyngeal carcinoma: A multicenter randomized phase III clinical trial
Published in Journal of clinical oncology (20-05-2018)“…Abstract only…”
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Numerical modelling of the hydrocarbon generation of T ertiary source rocks intruded by doleritic sills in the Z hanhua depression, B ohai B ay B asin, C hina
Published in Basin research (01-04-2012)“…Abstract An igneous hydrocarbon reservoir had been found in the Z hanhua depression, B ohai B ay B asin, eastern C hina. Two doleritic sills successively…”
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Impacts of DG on automatic reclosing of distribution networks
Published in 2011 International Conference on Advanced Power System Automation and Protection (01-10-2011)“…Application of Distributed Generation (DG) to supply the demand of diverse customer base has been gaining popularity. Various DGs are connected to the power…”
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基于内镜图像深度学习的鼻咽恶性肿瘤检测 模型的建立与验证
Published in 癌症 (2019)“…背景与目的 由于鼻咽部解剖位置隐匿且腺体增生频发,活检时恶性肿瘤的阳性率较低,从而导致初诊时鼻咽恶性肿瘤确诊延时或漏诊.本文旨在建立一种人工智能工具——基于深度学习的内镜检查,来检测鼻咽恶性肿瘤.方法 建立了一种基于内镜图像的鼻咽恶性肿瘤检测模型(endoscopic images-based…”
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