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The Next-Level Precision Medicine in Cancer Management Using Artificial Intelligence
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作者 Jie Tian 《Chinese Medical Sciences Journal》 CAS CSCD 2021年第3期171-172,共2页
RAPID accumulation of medical big data anddevelopment of artificial intelligence techniques are promoting next generation ofprecision medicine in cancer management.A bunch of marvelous studies that applied artificial ... RAPID accumulation of medical big data anddevelopment of artificial intelligence techniques are promoting next generation ofprecision medicine in cancer management.A bunch of marvelous studies that applied artificial intelligence in diagnosis,treatment outcome evaluation,as well as prognosis prediction of cancer sprung upand have been published on top journals.[1-3] 展开更多
关键词 人工智能 精准医学 肿瘤
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Energy calibration of HPGe detector using the high-energy characteristic γ rays in 13C formed in 6Li + 12C reaction 被引量:1
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作者 Jia-Tai Li Xue-Dou Su +15 位作者 Gao-Long Zhang Guang-Xin Zhang Shi-Peng Hu Jing-Bin Lu Yi-Feng Lv Hui-Bin Sun Huan-Qiao Zhang D.Testov P.R.John J.J.Valiente-Dobon A.Goasduff M.Siciliano F.Galtarossa F.Recchia D.Mengoni D.Bazzacco 《Nuclear Science and Techniques》 SCIE CAS CSCD 2020年第5期57-63,共7页
An 6 Li+89Y experiment was conducted at the Laboratori Nazinali di Legnaro,INFN,Italy.The 550μg/cm^2 thick^89Y target was backed on a 340μg/cm^2 thick 12C foil.The severalγrays in the experiment with energies highe... An 6 Li+89Y experiment was conducted at the Laboratori Nazinali di Legnaro,INFN,Italy.The 550μg/cm^2 thick^89Y target was backed on a 340μg/cm^2 thick 12C foil.The severalγrays in the experiment with energies higher than 3000 keV can most likely be ascribed to the transitions in the 13C nuclei,which can be formed through various interactions between the 6 Li beam and the 12C foil.The high-energy properties ofγrays in 13C are employed for energy calibrating HPGe detectors,especially for the>3000 keV region,which is impossible to reach by common standard sources(152Eu,133Ba,etc.).Furthermore,γ-γand particle-γcoincidence measurements were performed to investigate the formation of 13C. 展开更多
关键词 Energy calibration COINCIDENCE measurement WEAKLY BOUND NUCLEI REACTION mechanism
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Multi-Omics and Its Clinical Application in Hepatocellular Carcinoma:Current Progress and Future Opportunities 被引量:1
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作者 Wanshui Yang Hanyu Jiang +5 位作者 Chao Liu Jingwei Wei Yu Zhou Pengyun Gong Bin Song Jie Tian 《Chinese Medical Sciences Journal》 CAS CSCD 2021年第3期173-186,共14页
Hepatocellular carcinoma(HCC)is the sixth most common malignancy and the fourth leading cause of cancer related death worldwide.China covers over half of cases,leading HCC to be a vital threaten to public health.Despi... Hepatocellular carcinoma(HCC)is the sixth most common malignancy and the fourth leading cause of cancer related death worldwide.China covers over half of cases,leading HCC to be a vital threaten to public health.Despite advances in diagnosis and treatments,high recurrence rate remains a major obstacle in HCC management.Multi-omics currently facilitates surveillance,precise diagnosis,and personalized treatment decision making in clinical setting.Non-invasive radiomics utilizes preoperative radiological imaging to reflect subtle pixel-level pattern changes that correlate to specific clinical outcomes.Radiomics has been widely used in histopathological diagnosis prediction,treatment response evaluation,and prognosis prediction.High-throughput sequencing and gene expression profiling enabled genomics and proteomics to identify distinct transcriptomic subclasses and recurrent genetic alterations in HCC,which would reveal the complex multistep process of the pathophysiology.The accumulation of big medical data and the development of artificial intelligence techniques are providing new insights for our better understanding of the mechanism of HCC via multi-omics,and show potential to convert surgical/intervention treatment into an antitumorigenic one,which would greatly advance precision medicine in HCC management. 展开更多
关键词 hepatocellular carcinoma radiomics PROTEOMICS GENOMICS multi-omics
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The default mode network is affected in the early stage of simian immunodeficiency virus infection:a longitudinal study
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作者 Zhen-Chao Tang Jiao-Jiao Liu +6 位作者 Xue-Tong Ding Dan Liu Hong-Wei Qiao Xiao-Jie Huang Hui Zhang Jie Tian Hong-Jun Li 《Neural Regeneration Research》 SCIE CAS CSCD 2023年第7期1542-1547,共6页
Acquired immune deficiency syndrome infection can lead to cognitive dysfunction represented by changes in the default mode network.Most recent studies have been cross-sectional and thus have not revealed dynamic chang... Acquired immune deficiency syndrome infection can lead to cognitive dysfunction represented by changes in the default mode network.Most recent studies have been cross-sectional and thus have not revealed dynamic changes in the default mode network following acquired immune deficiency syndrome infection and antiretroviral therapy.Specifically,when brain imaging data at only one time point are analyzed,determining the duration at which the default mode network is the most effective following antiretroviral therapy after the occurrence of acquired immune deficiency syndrome.However,because infection times and other factors are often uncertain,longitudinal studies cannot be conducted directly in the clinic.Therefore,in this study,we performed a longitudinal study on the dynamic changes in the default mode network over time in a rhesus monkey model of simian immunodeficiency virus infection.We found marked changes in default mode network connectivity in 11 pairs of regions of interest at baseline and 10 days and 4 weeks after virus inoculation.Significant interactions between treatment and time were observed in the default mode network connectivity of regions of interest pairs area 31/V6.R and area 8/frontal eye field(FEF).L,area 8/FEF.L and caudal temporal parietal occipital area(TPOC).R,and area 31/V6.R and TPOC.L.ART administered 4 weeks after infection not only interrupted the progress of simian immunodeficiency virus infection but also preserved brain function to a large extent.These findings suggest that the default mode network is affected in the early stage of simian immunodeficiency virus infection and that it may serve as a potential biomarker for early changes in brain function and an objective indicator for making early clinical intervention decisions. 展开更多
关键词 acquired immune deficiency syndrome analysis of variance antiretroviral therapy default mode network functional magnetic resonance imaging human immunodeficiency virus longitudinal study rhesus monkeys simian immunodeficiency virus SIV-mac239
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Estimating the value of a statistical life in China: A contingent valuation study in six representative cities
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作者 Chaoji Cao Xinke Song +5 位作者 Wenjia Cai Yichao Li Jianhui Cong Xueying Yu Mengzhao Gao Can Wang 《Chinese Journal of Population,Resources and Environment》 2023年第4期269-278,共10页
The value of a statistical life(VSL)is a crucial tool for monetizing health impacts.To explore the VSL in China,this study examines people’s willingness to pay(WTP)to reduce death risk from air pollution in six repre... The value of a statistical life(VSL)is a crucial tool for monetizing health impacts.To explore the VSL in China,this study examines people’s willingness to pay(WTP)to reduce death risk from air pollution in six representative cities in China based on face-to-face contingent valuation interviews(n=3936)from March 7,2019 to September 30,2019.The results reveal that the WTP varied from CNY 455 to 763 in 2019(USD 66-111),corresponding to a VSL range of CNY 3.79-6.36 million(USD 549395-921940).The VSL in China in 2019 is estimated to be CNY 4.76 million(USD 689659).The statistics indicate that monthly expenditure levels,environmental concerns,risk attitudes,and assumed market acceptance,which have seldom been dis‐cussed in previous studies,significantly impact WTP and VSL.These findings will serve as a reference for ana‐lyzing mortality risk reduction benefits in future research and for policymaking. 展开更多
关键词 Air pollution Contingent valuation method Willingness to pay Value of a statistical life China
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Non-invasively identifying candidates of active surveillance for prostate cancer using magnetic resonance imaging radiomics
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作者 Yuwei Liu Litao Zhao +13 位作者 Jie Bao Jian Hou Zhaozhao Jing Songlu Liu Xuanhao Li Zibing Cao Boyu Yang Junkang Shen Ji Zhang Libiao Ji Zhen Kang Chunhong Hu Liang Wang Jiangang Liu 《Visual Computing for Industry,Biomedicine,and Art》 2024年第1期209-219,共11页
Active surveillance(AS)is the primary strategy for managing patients with low or favorable-intermediate risk prostate cancer(PCa).Identifying patients who may benefit from AS relies on unpleasant prostate biopsies,whi... Active surveillance(AS)is the primary strategy for managing patients with low or favorable-intermediate risk prostate cancer(PCa).Identifying patients who may benefit from AS relies on unpleasant prostate biopsies,which entail the risk of bleeding and infection.In the current study,we aimed to develop a radiomics model based on prostate magnetic resonance images to identify AS candidates non-invasively.A total of 956 PCa patients with complete biopsy reports from six hospitals were included in the current multicenter retrospective study.The National Comprehensive Cancer Network(NCCN)guidelines were used as reference standards to determine the AS candidacy.To discriminate between AS and non-AS candidates,five radiomics models(i.e.,eXtreme Gradient Boosting(XGBoost)AS classifier(XGB-AS),logistic regression(LR)AS classifier,random forest(RF)AS classifier,adaptive boosting(Ada-Boost)AS classifier,and decision tree(DT)AS classifier)were developed and externally validated using a three-fold cross-center validation based on five classifiers:XGBoost,LR,RF,AdaBoost,and DT.Area under the receiver operating characteristic curve(AUC),accuracy(ACC),sensitivity(SEN),and specificity(SPE)were calculated to evaluate the performance of these models.XGB-AS exhibited an average of AUC of 0.803,ACC of 0.693,SEN of 0.668,and SPE of 0.841,showing a better comprehensive performance than those of the other included radiomic models.Additionally,the XGB-AS model also presented a promising performance for identifying AS candidates from the intermediate-risk cases and the ambiguous cases with diagnostic discordance between the NCCN guidelines and the Prostate Imaging-Reporting and Data System assessment.These results suggest that the XGB-AS model has the potential to help identify patients who are suitable for AS and allow non-invasive monitoring of patients on AS,thereby reducing the number of annual biopsies and the associated risks of bleeding and infection. 展开更多
关键词 Active surveillance Prostate cancer Magnetic resonance imaging Radiomics
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Multiple valence states of Fe boosting SERS activity of Fe_(3)O_(4) nanoparticles and enabling effective SERS-MRI bimodal cancer imaging
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作者 Jie Lin Xuehua Ma +10 位作者 Anran Li Ozioma Udochukwu Akakuru Chunshu Pan Meng He Chenyang Yao Wenzhi Ren Yanying Li Dinghu Zhang Yi Cao Tianxiang Chen Aiguo Wu 《Fundamental Research》 CAS CSCD 2024年第4期858-867,共10页
Developing novel nanoparticle-based bioprobes utilized in clinical settings with imaging resolutions ranging from cell to tissue levels is a major challenge for tumor diagnosis and treatment.Herein,an optimized strate... Developing novel nanoparticle-based bioprobes utilized in clinical settings with imaging resolutions ranging from cell to tissue levels is a major challenge for tumor diagnosis and treatment.Herein,an optimized strategy for designing a Fe_(3)O_(4)-based bioprobe for dual-modal cancer imaging based on surface-enhanced Raman scattering(SERS)and magnetic resonance imaging(MRI)is introduced.Excellent SERS activity of ultrasmall Fe_(3)O_(4) nanoparticles(NPs)was discovered,and a 5×10^(-9)M limit of detection for crystal violet molecules was successfully obtained.The high-efficiency interfacial photon-induced charge transfer in Fe_(3)O_(4) NPs was promoted by multiple electronic energy levels ascribed to the multiple valence states of Fe,which was observed using ultraviolet-visible diffuse reflectance spectroscopy.Density functional theory calculations were utilized to reveal that the narrow band gap and high electron density of states of ultrasmall Fe_(3)O_(4) NPs significantly boosted the vibronic coupling resonances in the SERS system upon illumination.The subtypes of cancer cells were accurately recognized via high-resolution SERS imaging in vitro using the prepared Feg Og-based bioprobe with high sensitivity and good specificity.Notably,Fe_(3)O_(4)-based bioprobes simultaneously exhibited T,-weighted MRI contrast enhancement with an active targeting capability for tumors in vivo.To the best of our knowledge,this is the first report on the use of pure semiconductor-based SERS-MRI dual-modal nanoprobes in tumor imaging in vivo and in vitro,which has been previously realized only using semiconductor-metal complex materials.The non-metallic materials with SERS-MRI dual-modal imaging established in this report are a promising cancer diagnostic platform,which not only showed excellent performance in early tumor diagnosis but also possesses great potential for image-guided tumor treatment. 展开更多
关键词 Fe_(3)O_(4)NPs SERS-MRI dual-modal nanoprobes PICT Multiple valence states Cancer diagnosis
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MRI-derived radiomics models for diagnosis,aggressiveness,and prognosis evaluation in prostate cancer 被引量:2
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作者 Xuehua ZHU Lizhi SHAO +5 位作者 Zhenyu LIU Zenan LIU Jide HE Jiangang LIU Hao PING Jian LU 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2023年第8期663-681,共19页
Prostate cancer(PCa)is a pernicious tumor with high heterogeneity,which creates a conundrum for making a precise diagnosis and choosing an optimal treatment approach.Multiparametric magnetic resonance imaging(mp-MRI)w... Prostate cancer(PCa)is a pernicious tumor with high heterogeneity,which creates a conundrum for making a precise diagnosis and choosing an optimal treatment approach.Multiparametric magnetic resonance imaging(mp-MRI)with anatomical and functional sequences has evolved as a routine and significant paradigm for the detection and characterization of PCa.Moreover,using radiomics to extract quantitative data has emerged as a promising field due to the rapid growth of artificial intelligence(AI)and image data processing.Radiomics acquires novel imaging biomarkers by extracting imaging signatures and establishes models for precise evaluation.Radiomics models provide a reliable and noninvasive alternative to aid in precision medicine,demonstrating advantages over traditional models based on clinicopathological parameters.The purpose of this review is to provide an overview of related studies of radiomics in PCa,specifically around the development and validation of radiomics models using MRI-derived image features.The current landscape of the literature,focusing mainly on PCa detection,aggressiveness,and prognosis evaluation,is reviewed and summarized.Rather than studies that exclusively focus on image biomarker identification and method optimization,models with high potential for universal clinical implementation are identified.Furthermore,we delve deeper into the critical concerns that can be addressed by different models and the obstacles that may arise in a clinical scenario.This review will encourage researchers to design models based on actual clinical needs,as well as assist urologists in gaining a better understanding of the promising results yielded by radiomics. 展开更多
关键词 Magnetic resonance imaging(MRI) Radiomics Prostate cancer Predictive model
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Strangeness S=-2 baryon-baryon interactions and femtoscopic correlation functions in covariant chiral effective field theory
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作者 刘志伟 李凯文 耿立升 《Chinese Physics C》 SCIE CAS CSCD 2023年第2期174-189,共16页
We study the baryon-baryon interactions with strangeness S=-2 and corresponding momentum correlation functions in leading order covariant chiral effective field theory.The relevant low energy constants are determined ... We study the baryon-baryon interactions with strangeness S=-2 and corresponding momentum correlation functions in leading order covariant chiral effective field theory.The relevant low energy constants are determined by fitting to the latest HAL QCD simulations,taking into account all the coupled channels.Extrapolating the so-obtained strong interactions to the physical point and considering both quantum statistical effects and the Coulomb interaction,we calculate the ΛΛ and Ξ^(-)p correlation functions with a spherical Gaussian source and compare them with recent experimental data.We find a good agreement between our predictions and the experimental measurements by using the source radius determined in proton-proton correlations,which demonstrates the consistency between theory,experiment,and lattice QCD simulations.Moreover,we predict the Σ^(+)Σ^(+),Σ^(+)Λ,and Σ^(+)Σ^(-) interactions and corresponding momentum correlation functions.We further investigate the influence of the source shape and size of the hadron pair on the correlation functions studied and show that the current data are not very sensitive to the source shape.Future experimental measurements of the predicted momentum correlation functions will provide a non-trivial test of not only SU(3) flavor symmetry and its breaking but also the baryon-baryon interactions derived in covariant chiral effective field theory. 展开更多
关键词 covariant chiral effective field theory momentum correlation functions baryon-baryon interactions
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^(3)S_(1)–^(3)D_(1) coupled channel Λ_(c)N interactions:chiral effective field theory versus lattice QCD
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作者 Jing Song Yang Xiao +2 位作者 Zhi-Wei Liu Kai-Wen Li Li-Sheng Geng 《Communications in Theoretical Physics》 SCIE CAS CSCD 2023年第1期86-95,共10页
We study the lattice QCDΛ_(c)N phase shifts for the^(3)S_(1)-^(3)D_(1)coupled channel using both the leading order covariant chiral effective theory and the next-to-leading order non-relativistic chiral effective fie... We study the lattice QCDΛ_(c)N phase shifts for the^(3)S_(1)-^(3)D_(1)coupled channel using both the leading order covariant chiral effective theory and the next-to-leading order non-relativistic chiral effective field theory(ChEFT).We show that although it is possible to describe simultaneously the^(3)S_(1)and^(3)D_(1)phase shifts and the inelasticityη_(1),the fitted energy range is quite small,only up to E_(c.m.)=5 MeV.This raises concerns regarding the consistency between leading/next-to-leading order ChEFT and the lattice QCD simulations. 展开更多
关键词 Λ_(c)N interaction covariant ChEFT lattice QCD
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The angular distributions of elastic scattering of^12,13C+Zr
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作者 Cui-Hua Rong Gao-Long Zhang +13 位作者 Lin Gan Zhi-Hong Li L.C.Brandao E.N.Cardozo M.R.Cortes Yun-Ju Li Jun Su Sheng-Quan Yan Sheng Zeng Gang Lian Bing Guo You-Bao Wang Wei-Ping Liu J.Lubian 《Chinese Physics C》 SCIE CAS CSCD 2020年第10期74-86,共13页
To obtain the neutron spectroscopic amplitudes for 90-96Zx overlaps experimental data of elastic scatter-ing with small experimental errors and precise optical potentals were anary exin othe hiohpyecision o3D magnetic... To obtain the neutron spectroscopic amplitudes for 90-96Zx overlaps experimental data of elastic scatter-ing with small experimental errors and precise optical potentals were anary exin othe hiohpyecision o3D magneticangular distributions of^12,^13C+^AZr(A=90,91,92,94,96)were measured using the high-precision Q3D magnetic spectrometer in the Tandem accelerator.The Sao Paulo potential was used for the optical potential.The optical mod-el and coupled channel calculations were compared with the experimental data.The theoretical results were found tobe very close to the experimental data.In addition,the possible effects of the couplings to the inelastic channels of the^AZr targets and 12,13^C projectiles on the elastic scattering were studied.It was observed that the couplings to the in-elastic channels of the^12,^13C projectiles could improve the agreement with the experimental data,while the inelasticcouplings to the target states are of minor importance.The effect of the one-neutron stripping in the^13C+^AZr elasticscattering was also studied.The one-neutron stripping channel in^13C+^AZr was found to be not relevant and did notaffect the elastic scattering angular distributions.Our results also show that in the reactions with the considered zir-conium isotopes,the presence of the extra neutron in^13C does not influence the reaction mechanism,which is gov-erned by the collective excitation of the^12C core. 展开更多
关键词 elastic scattering optical model coupled channel
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