期刊文献+
共找到60篇文章
< 1 2 3 >
每页显示 20 50 100
指静脉与折痕双模态图像采集系统设计 被引量:10
1
作者 管凤旭 姜智超 +2 位作者 吴秋雨 王科俊 孟祥宇 《传感器与微系统》 CSCD 北大核心 2013年第2期124-127,共4页
手指静脉识别是针对手指皮肤内部的静脉特征进行活体识别,具有非接触和安全性高等优点,但存在特征数量少的缺点;手指指节折痕位于皮肤表面,且具有稳定的生物学特性。因此,为解决单一模态手指静脉的可提取特征数量不足的缺点,设计了一种... 手指静脉识别是针对手指皮肤内部的静脉特征进行活体识别,具有非接触和安全性高等优点,但存在特征数量少的缺点;手指指节折痕位于皮肤表面,且具有稳定的生物学特性。因此,为解决单一模态手指静脉的可提取特征数量不足的缺点,设计了一种双模态生物特征图像采集系统,即针对手指相同位置,采集皮肤内部手指静脉和皮肤表面指节折痕2种不同类型图像。图像采集系统硬件主要包括USB 2.0控制器、200万像素CMOS摄像头模组、可见光与红外光切换电路、微型步进电机驱动电路和I2C电路等。实验结果表明:该系统具有实时性,能够连续采集手指静脉和指节折痕2种清晰、稳定生物特征图像,为双模态生物特征识别系统提供了良好的软硬件基础平台。 展开更多
关键词 手指静脉 指节折痕 OV2640摄像头 双模态 图像采集
下载PDF
音视频双模态情感识别融合框架研究 被引量:8
2
作者 宋冠军 张树东 卫飞高 《计算机工程与应用》 CSCD 北大核心 2020年第6期140-146,共7页
针对双模态情感识别框架识别率低、可靠性差的问题,对情感识别最重要的两个模态语音和面部表情进行了双模态情感识别特征层融合的研究。采用基于先验知识的特征提取方法和VGGNet-19网络分别对预处理后的音视频信号进行特征提取,以直接... 针对双模态情感识别框架识别率低、可靠性差的问题,对情感识别最重要的两个模态语音和面部表情进行了双模态情感识别特征层融合的研究。采用基于先验知识的特征提取方法和VGGNet-19网络分别对预处理后的音视频信号进行特征提取,以直接级联的方式并通过PCA进行降维来达到特征融合的目的,使用BLSTM网络进行模型构建以完成情感识别。将该框架应用到AViD-Corpus和SEMAINE数据库上进行测试,并和传统情感识别特征层融合框架以及基于VGGNet-19或BLSTM的框架进行了对比。实验结果表明,情感识别的均方根误差(RMSE)得到降低,皮尔逊相关系数(PCC)得到提高,验证了文中提出方法的有效性。 展开更多
关键词 音视频 双模态 特征层融合 情感识别 BLSTM
下载PDF
基于双模态深度自编码的孤立性肺结节诊断方法 被引量:8
3
作者 赵鑫 强彦 葛磊 《计算机科学》 CSCD 北大核心 2017年第8期312-317,共6页
近年来,深度学习技术在肺癌诊断方面得到了广泛的应用,但现有的研究主要集中于肺部CT图像。为了有效提高肺结节的诊断性能,提出一种基于双模态深度降噪自编码的肺结节诊断方法。首先,分别从肺部CT和PET图像中得到肺结节区域的特征信息;... 近年来,深度学习技术在肺癌诊断方面得到了广泛的应用,但现有的研究主要集中于肺部CT图像。为了有效提高肺结节的诊断性能,提出一种基于双模态深度降噪自编码的肺结节诊断方法。首先,分别从肺部CT和PET图像中得到肺结节区域的特征信息;然后,以候选结节的PET/CT图像作为整个深度自编码网络的输入,并对高层信息进行学习;最后,采用融合策略对多种特征进行融合并将其作为整个框架的输出。实验结果表明,提出的方法可以达到92.81%的准确率、91.75%的敏感度和1.58%的特异性,且优于其他方法的诊断性能,更适用于肺结节良/恶性的辅助诊断。 展开更多
关键词 降噪自编码 双模态 深度学习 极限学习机 肺结节辅助诊断
下载PDF
基于双模态Transformer模型的话务量预测
4
作者 裴明丽 刘晓川 +1 位作者 黄如兵 张友海 《安徽职业技术学院学报》 2024年第1期19-25,70,共8页
为降低客户服务中心电话的等待率,提升服务质量。针对现有算法不能实现中长期话务量预测的问题,提出了一种基于双模态Transformer模型的话务量预测方法。首先采集并预处理某运营商真实的话务量数据,通过双模态特征融合构造出有益特征,... 为降低客户服务中心电话的等待率,提升服务质量。针对现有算法不能实现中长期话务量预测的问题,提出了一种基于双模态Transformer模型的话务量预测方法。首先采集并预处理某运营商真实的话务量数据,通过双模态特征融合构造出有益特征,最后采用多种模型进行话务量预测以及多种衡量指标对预测结果进行分析。结果表明:与其他算法比较,Transformer模型性能较好,对运营商资源的合理配置具有较高的指导意义,同时更易获得客户较高的满意度和忠诚度。 展开更多
关键词 话务量预测 Transformer模型 服务质量 双模态
下载PDF
Colorimetric and Photothermal Dual-modal Visual Detection of Iodide Ion Based on G-Quadruplex-Hemin Cascade Signal Amplification
5
作者 CHEN Yanyue LIU Jiali +3 位作者 LIU Jiawen HU Rong YANG Yunhui ZHANG Xiaobing 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2024年第2期305-310,共6页
The insufficient internal resorption of iodide ions(I−)leads to thyroid disorders,such as goiter,hypothyroidism,and cretinism in adults.In this paper,a portable point-of-care testing(POCT)platform was developed for th... The insufficient internal resorption of iodide ions(I−)leads to thyroid disorders,such as goiter,hypothyroidism,and cretinism in adults.In this paper,a portable point-of-care testing(POCT)platform was developed for the dual-modal analysis of I^(−),seamlessly integrating both colorimetric and photothermal thermometer techniques.The quantification of results was achieved using a standard thermometer or smartphone.G-Quadruplex/Hemin(G4/Hemin)is the DNAzyme with peroxidase-like activity.The catalytic efficacy of G-quadruplex structures can be enhanced with the help of I^(−),manifesting as multicolor transitions from colorless to green and then blue,and accompanied by the increase of temperature,which can be used for the quantitative detection of I^(−).Additionally,digital analysis according to the three-color channels(R/G/B)by a cellphone eliminated the requirement for intricate instruments.This dual-modal method for portable I^(−)determination is cost-effectiveness,simplicity,remarkable sensitivity(0.5 nmol/L)and selectivity.Besides,it was applied to determining the concentration of I^(−)in spiked serum samples. 展开更多
关键词 dual-modal platform G-QUADRUPLEX Iodide ion Point-of-care testing(POCT) APTASENSOR
原文传递
A transferrin receptor targeting dual-modal MR/NIR fluorescent imaging probe for glioblastoma diagnosis
6
作者 Jiaqi Hao Huawei Cai +6 位作者 Lei Gu Yiqi Ma Yan Li Beibei Liu Hongyan Zhu Fanxin Zeng Min Wu 《Regenerative Biomaterials》 SCIE EI CSCD 2024年第3期122-133,共12页
The prognosis of glioblastoma(GBM)remains challenging,primarily due to the lack of a precise,effective imaging technique for comprehensively characterization.Addressing GBM diagnostic challenges,our study introduces a... The prognosis of glioblastoma(GBM)remains challenging,primarily due to the lack of a precise,effective imaging technique for comprehensively characterization.Addressing GBM diagnostic challenges,our study introduces an innovative dual-modal imaging that merges near-infrared(NIR)fluorescent imaging with magnetic resonance imaging(MR).This method employs superparamagnetic iron oxide nanoparticies coated with NIR fluorescent dyes,specifically Cyanine 7,and targeted peptides.This synthetic probe facilitates MRI functionality through superparamagnetic iron oxide nanoparticles,provides NIR imaging capability via Cyanine 7 and enhances tumor targeting trough peptide interactions,offering a comprehensive diagnostic tool for GBM.Notably,the probe traverses the blood-brain barrier,targeting GBM in vivo via peptides,producing clear and discermible images in both modalities.Cytotoxicity and histopathology assessments confirm the probe's favorable safet profile.These findings suggest that the dual-modal MRINIR fluorescent imaging probe could revolutionize GBM prognosis and survival rate which can also be extended to other tumors type. 展开更多
关键词 GLIOBLASTOMA magnetic resonance imaging dual-modal probes near-infrared fluorescent targeting peptides
原文传递
Multiple valence states of Fe boosting SERS activity of Fe_(3)O_(4)nanoparticles and enabling effective SERS-MRI bimodal cancer imaging
7
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
原文传递
面向淋巴结病变多分类鉴别的弹性和B型双模态超声影像组学 被引量:4
8
作者 石颉 江建伟 +2 位作者 常婉英 陈曼 张麒 《生物医学工程学杂志》 EI CAS CSCD 北大核心 2019年第6期957-963,共7页
本文探讨弹性和B型超声双模态影像组学定量特征对淋巴结病变的多分类诊断意义。本文回顾性研究248例患者共251个淋巴结(良性89个,淋巴瘤70个,转移性92个)的弹性和B型双模态超声图像。首先提取弹性和B型超声的双模态影像组学定量特征,每... 本文探讨弹性和B型超声双模态影像组学定量特征对淋巴结病变的多分类诊断意义。本文回顾性研究248例患者共251个淋巴结(良性89个,淋巴瘤70个,转移性92个)的弹性和B型双模态超声图像。首先提取弹性和B型超声的双模态影像组学定量特征,每个模态包括形态学特征、影像强度特征和灰度共生矩阵特征共212个特征;然后利用三种基于信息论的特征选择方法,即条件信息特征提取法、条件互信息最大化法和双输入对称相关性法,选取不同的影像组学特征子集;接着采用支持向量机在每个模态的影像组学特征子集上进行良性淋巴结、淋巴瘤和转移性淋巴结的多分类诊断;最后利用Adaboost算法融合不同模态和不同特征子集的分类结果。经过五折交叉验证的淋巴结病变多分类准确率和全组F1值分别达到76.09%±1.41%、75.88%±4.32%;选择良性淋巴结、淋巴瘤和转移性淋巴结分别为正样本时,多分类受试者操作特性曲线下面积分别为0.77、0.93和0.84。本文研究结果表明运用Adaboost融合双模态影像组学特征有助于提升淋巴结的多分类性能。本文方法有望用于三类淋巴结病变的辅助诊断。 展开更多
关键词 淋巴结 影像组学 双模态 多分类 特征选择
原文传递
Gadolinium-containing semiconducting polymer nanoparticles for magnetic resonance/fluorescence dual-modal imaging and photothermal therapy of oral squamous cell carcinoma
9
作者 Xiao Pan Antian Gao +3 位作者 Yanni Hu Ziyang Hu Chen Xie Zitong Lin 《Nano Research》 SCIE EI CSCD 2023年第2期2808-2820,共13页
Oral squamous cell carcinoma(OSCC)is the most common malignant tumor of the oral and maxillofacial region.Due to its unique location,earlier and more accurate diagnosis and more minimally invasive treatment of OSCC is... Oral squamous cell carcinoma(OSCC)is the most common malignant tumor of the oral and maxillofacial region.Due to its unique location,earlier and more accurate diagnosis and more minimally invasive treatment of OSCC is of major importance.Herein,gadolinium-containing semiconductor polymer nanoparticles(SPN-Gd)were designed and prepared.The nanoparticles consist of a near-infrared(NIR)absorption semiconductor polymer(PCPDTBT)served as fluorescence signal source and a photothermal conversion agent(PTA)and a gadolinium-grafted triblock amphiphilic copolymer(F127-DTPA-Gd)served as a magnetic resonance imaging(MRI)contrast agent and nanocarrier.The experiments in vivo showed that SPN-Gd could act as an MRI contrast agent and optical image agent with a long retention time,and it had a significant inhibiting effect on tumors of OSCC mice model through photothermal therapy(PTT).Thus our study provides a simple nanotheranostic platform composed of two components for efficient MR/fluorescence dual-modal imaging-guided PTT. 展开更多
关键词 oral squamous cell carcinoma magnetic resonance imaging fluorescence imaging dual-modal imaging photothermal therapy semiconducting polymer nanoparticles
原文传递
A dual-modality hydrogen sulfide-specific probe integrating chemiluminescence with NIR fluorescence for targeted cancer imaging
10
作者 Xuemei Dong Lixin Sun +7 位作者 Ziwen Zhang Tianli Zhu Jie Sun Jinzhu Gao Chengjun Dong Rongchen Wang Xianfeng Gu Chunchang Zhao 《Science China Chemistry》 SCIE EI CAS CSCD 2023年第6期1869-1876,共8页
Taking apart in numerous physiological and pathological activities,hydrogen sulfide(H_(2)S)has been selected as an excellent target spot for the early diagnosis of cancer.So far,there are many mature probes that apply... Taking apart in numerous physiological and pathological activities,hydrogen sulfide(H_(2)S)has been selected as an excellent target spot for the early diagnosis of cancer.So far,there are many mature probes that apply single optical imaging to monitor endogenous H_(2)S.Nevertheless,a single modality is not an ideal method to afford accurate diagnostic information in comprehensive biological organisms.Herein,we developed a dual-modal imaging probe BWS.This designed probe showed a specific response to H_(2)S with both chemiluminescence and NIR fluorescence light-up.The concurrence of fluorescence and chemiluminescence signal provided“double insurances”for highly accurate monitoring of H_(2)S.Satisfactorily,this dual-modal imaging probe performed precise visualization of endogenous H_(2)S in living cells and in vivo.We envisaged that this chemiluminescence/fluorescence real-time dual-modality strategy for H_(2)S detection will expand and optimize the multimodal imaging methods for efficient diagnosis and treatment of cancer. 展开更多
关键词 CHEMILUMINESCENCE FLUORESCENCE BODIPY dual-modal imaging H_(2)S
原文传递
Polymeric dual-modal imaging nanoprobe with two-photon aggregation-induced emission for fluorescence imaging and gadolinium-chelation for magnetic resonance imaging
11
作者 Xueyang Xiao Hao Cai +9 位作者 Qiaorong Huang Bing Wang Xiaoming Wang Qiang Luo Yinggang Li Hu Zhang Qiyong Gong Xuelei Ma Zhongwei Gu Kui Luo 《Bioactive Materials》 SCIE CSCD 2023年第1期538-549,共12页
Nanoprobes that offer both fluorescence imaging(FI)and magnetic resonance imaging(MRI)can provide supplementary information and hold synergistic advantages.However,synthesis of such dual-modality imaging probes that s... Nanoprobes that offer both fluorescence imaging(FI)and magnetic resonance imaging(MRI)can provide supplementary information and hold synergistic advantages.However,synthesis of such dual-modality imaging probes that simultaneously exhibit tunability of functional groups,high stability,great biocompatibility and desired dual-modality imaging results remains challenging.In this study,we used an amphiphilic block polymer from(ethylene glycol)methyl ether methacrylate(OEGMA)and N-(2-hydroxypropyl)methacrylamide(HPMA)derivatives as a carrier to conjugate a MR contrast agent,Gd-DOTA,and a two-photon fluorophore with an aggregation-induced emission(AIE)effect,TPBP,to construct a MR/two-photon fluorescence dual-modality contrast agent,Gd-DOTA-TPBP.Incorporation of gadolinium in the hydrophilic chain segment of the OEGMA-based carrier resulted in a high r_(1)value for Gd-DOTA-TPBP,revealing a great MR imaging resolution.The contrast agent specifically accumulated in the tumor region,allowing a long enhancement duration for vascular and tumor contrast-enhanced MR imaging.Meanwhile,coupling TPBP with AIE properties to the hydrophobic chain segment of the carrier not only improved its water solubility and reduced its cytotoxicity,but also significantly enhanced its imaging performance in an aqueous phase.Gd-DOTA-TPBP was also demonstrated to act as an excellent fluorescence probe for two-photon-excited bioimaging with higher resolution and greater sensitivity than MRI.Since high-resolution,complementary MRI/FI dual-modal images were acquired at both cellular and tissue levels in tumor-bearing mice after application of Gd-DOTA-TPBP,it has great potential in the early phase of disease diagnosis. 展开更多
关键词 RAFT polymerization Amphiphilic block polymers Magnetic resonance/fluorescence dual-modal imaging Tumor/vascular imaging Two-photon AIE fluorescent contrast agent
原文传递
MRI/PAI Dual-modal Imaging-guided Precise Tracking of Bone Marrow-derived Mesenchymal Stem Cells Labeled with Nanoparticles for Treating Liver Cirrhosis
12
作者 Feng-Yong Liu Ming Shi +5 位作者 Xin Li Hong-Jun Yuan Xiao-Mei Tian Yi-Mao Xia Min Zhou Fu-Sheng Wang 《Journal of Clinical and Translational Hepatology》 SCIE 2023年第2期382-392,共11页
Background and Aims:Stem cell transplantation is a potential treatment option for liver cirrhosis(LC).Accurately and noninvasively monitoring the distribution,migration,and prognosis of transplanted stem cells using i... Background and Aims:Stem cell transplantation is a potential treatment option for liver cirrhosis(LC).Accurately and noninvasively monitoring the distribution,migration,and prognosis of transplanted stem cells using imaging methods is important for in-depth study of the treatment mechanisms.Our study aimed to develop Au-Fe3O4 silica nanoparticles(NPs)as tracking nanoplatforms for dualmodal stem cell imaging.Methods:Au-Fe3O4 silica NPs were synthesized by seed-mediated growth method and co-precipitation.The efficiency and cytotoxicity of the NPslabeled bone marrow-derived mesenchymal stem cells(BMMSCs)were evaluated by Cell Counting Kit-8 assays,ICPMS,phenotypic characterization,and histological staining.The biodistribution of labeled BM-MSCs injected through different routes(the hepatic artery or tail vein)into rats with LC was detected by magnetic resonance imaging(MRI),photoacoustic imaging(PAI),and Prussian blue staining.Results:Synthesized Au-Fe3O4 silica NPs consisted of a core(star-shaped Au NPs)and an outside silica layer doped with Fe3O4 NPs.After 24 h coincubation with 2.0 OD concentration of NPs,the viability of BM-MSCs was 77.91%±5.86%and the uptake of Au and Fe were(22.65±1.82)µg/mL and(234.03±11.47)µg/mL,respectively.The surface markers of labeled BM-MSCs unchanged significantly.Labeled BMMSCs have osteogenic and adipogenic differentiation potential.Post injection in vivo,rat livers were hypointense on MRI and hyperintense on PAI.Prussian blue staining showed that more labeled BM-MSCs accumulated in the liver of the hepatic artery group.The severity of LC of the rats in the hepatic artery group was significantly alleviated.Conclusions:Au-Fe3O4 silica NPs were suitable MRI/PAI dual-modal imaging nanoplatforms for stem cell tracking in regenerative medicine. Transhepatic arterial infusion of BMMSCs was the optimal route for the treatment of LC. 展开更多
关键词 Bone marrow-derived mesenchymal stem cells Liver cirrhosis dual-modal imaging Stem cell tracking NANOPARTICLES
原文传递
Facile preparation of holmium(Ⅲ)-doped carbon nanodots for fluorescence/magnetic resonance dual-modal bioimaging 被引量:1
13
作者 Yaning Fang Jun Jia +2 位作者 Jun Yang Junhui Zheng Changqing Yi 《Chinese Chemical Letters》 SCIE CAS CSCD 2018年第8期1277-1280,共4页
In this work, we report the synthesis of holmium(III)-doped carbon nanodots(Ho BCDs) as fluorescence/magnetic resonance(FL/MR) dual-modal imaging probes via a facile hydrothermal process using citrate acid(CA)... In this work, we report the synthesis of holmium(III)-doped carbon nanodots(Ho BCDs) as fluorescence/magnetic resonance(FL/MR) dual-modal imaging probes via a facile hydrothermal process using citrate acid(CA), branched-polyethylenimine(BPEI) and diethylenetriamine pentaacetic acid hydrate holmium(III) dihydrogen salt(Ho-DTPA) as carbon source, passivating reagent and holmium source, respectively.The thus prepared Ho BCDs exhibited ultra-small particle size(~4 nm), high water solubility and bright fluorescence with an absolute quantum yield of 8%. Additionally, grey-scaled T_1-weighted images of Ho BCDs solution appeared to be apparently brighter than that of deionized water and un-doped blue carbon nanodots(BCDs) solution. In addition, in vitro toxicity assay validated superior biocompatibility of Ho BCDs. Using He La cells as models, Ho BCDs-treated cells were observed to emit blue fluorescence located both in plasma and nucleus, and presented positive contrast enhancement in T_1-weighted images, suggesting their potentials for practical biomedical applications. 展开更多
关键词 Carbon dots HOLMIUM dual-modal imaging Fluorescence imaging Magnetic resonance imaging
原文传递
Recent advances in engineering iron oxide nanoparticles for effective magnetic resonance imaging 被引量:1
14
作者 Zhenghuan Zhao Muyao Li +5 位作者 Jie Zeng Linlin Huo Kun Liu Ruixue Wei Kaiyuan Ni Jinhao Gao 《Bioactive Materials》 SCIE 2022年第6期214-245,共32页
Iron oxide nanoparticle(IONP)with unique magnetic property and high biocompatibility have been widely used as magnetic resonance imaging(MRI)contrast agent(CA)for long time.However,a review which comprehensively summa... Iron oxide nanoparticle(IONP)with unique magnetic property and high biocompatibility have been widely used as magnetic resonance imaging(MRI)contrast agent(CA)for long time.However,a review which comprehensively summarizes the recent development of IONP as traditional T_(2) CA and its new application for different modality of MRI,such as T_(1) imaging,simultaneous T_(2)/T_(1) or MRI/other imaging modality,and as environment responsive CA is rare.This review starts with an investigation of direction on the development of high-performance MRI CA in both T_(2) and T_(1) modal based on quantum mechanical outer sphere and Solomon-Bloembergen-Morgan(SBM)theory.Recent rational attempts to increase the MRI contrast of IONP by adjusting the key parameters,including magnetization,size,effective radius,inhomogeneity of surrounding generated magnetic field,crystal phase,coordination number of water,electronic relaxation time,and surface modification are summarized.Besides the strategies to improve r2 or r1 values,strategies to increase the in vivo contrast efficiency of IONP have been reviewed from three different aspects,those are introducing second imaging modality to increase the imaging accuracy,endowing IONP with environment response capacity to elevate the signal difference between lesion and normal tissue,and optimizing the interface structure to improve the accumulation amount of IONP in lesion.This detailed review provides a deep understanding of recent researches on the development of high-performance IONP based MRI CAs.It is hoped to trigger deep thinking for design of next generation MRI CAs for early and accurate diagnosis. 展开更多
关键词 Iron oxide nanoparticles Improved relaxation dual-modal contrast imaging Environment responsive imaging Strcture engineering
原文传递
钆-纳米金双模态分子成像探针的研制 被引量:1
15
作者 田秀梅 郑小丽 +3 位作者 阳范文 朱继翔 彭晔 陈晓明 《中华生物医学工程杂志》 CAS 2015年第3期195-200,共6页
目的 制备一种钆-纳米金复合物作为光和磁双模态分子成像探针,评估其分子影像学应用的可行性.方法 在成功研制的钆-介孔硅磁共振对比剂的基础上,利用聚乙烯亚胺(PEI)进行表面改性,进而挂接带负电荷的30 nm的金颗粒,制备钆-纳米金复合... 目的 制备一种钆-纳米金复合物作为光和磁双模态分子成像探针,评估其分子影像学应用的可行性.方法 在成功研制的钆-介孔硅磁共振对比剂的基础上,利用聚乙烯亚胺(PEI)进行表面改性,进而挂接带负电荷的30 nm的金颗粒,制备钆-纳米金复合物.透射电镜观察其物理表面特性,X射线能谱仪测量钆、金等各元素所占比例,紫外吸收光谱仪测定其吸收光谱,皮秒条纹相机测定其时间分辨荧光光谱,利用核磁弛豫分散技术分析其纵向弛豫率R1,MTT法测定其细胞毒性,共聚焦荧光显微镜分析其在骨髓间充质干细胞的光学成像效果,透射电镜分析其在组织内的亚细胞分布,3.0 T核磁共振扫描仪观察其在脾脏肝转移瘤小鼠中的成像效果.结果 30 nm的金颗粒成功挂接在PEI包裹的钆-介孔硅分子探针上.X射线能谱仪分析其Gd和Au元素所占比例为6.74%和0.52%.紫外吸收光谱分析其在525 nm处和近红外749 nm处均有吸收峰.时间分辨荧光光谱表明其发光有一个宽的发光带(525~560 nm),发光峰位于550 nm.其纵向弛豫率R1为3.171 nmol-1&#183;L&#183;s-1.MTT法显示其细胞毒性甚微.裸鼠尾静脉注射4h后,透射电镜显示其组织内的纳米金颗粒被降解分离.其具有很好的细胞共聚焦荧光成像效果.裸鼠尾静脉注射30 min,肿瘤的磁共振图像明显强化.结论 成功制备了光和磁双模态分子成像探针,为肿瘤的早期诊断提供了依据. 展开更多
关键词 双模态 分子探针 纳米金 磁共振成像
原文传递
用于湿性AMD辅助诊断的双模态深度学习模型 被引量:1
16
作者 鄂海红 何佳雯 +1 位作者 袁立飞 宋美娜 《华中科技大学学报(自然科学版)》 EI CAS CSCD 北大核心 2021年第12期64-70,共7页
为解决眼科医生阅片工作量过大的问题,将深度学习技术应用于湿性年龄相关性黄斑变性(AMD)辅助诊断领域.针对只考虑单一模态的医学影像且未将湿性AMD进行更细化的分类,构建了适用于深度学习的双模态湿性AMD数据集,并提出一种双模态湿性AM... 为解决眼科医生阅片工作量过大的问题,将深度学习技术应用于湿性年龄相关性黄斑变性(AMD)辅助诊断领域.针对只考虑单一模态的医学影像且未将湿性AMD进行更细化的分类,构建了适用于深度学习的双模态湿性AMD数据集,并提出一种双模态湿性AMD辅助诊断模型Wet-AMD-Net.针对不同的特征提取模型与不同的特征融合策略进行实验,效果最优的模型受试者工作特征曲线下面积(AUROC)、召回率、精确度分别达到0.9881,0.9792和0.9821,超过了有多年工作经验的4位眼科医生的平均水平,用于临床辅助诊断具有实用性. 展开更多
关键词 深度学习 卷积神经网络 双模态 图像分类 湿性年龄相关性黄斑变性
原文传递
High-speed all-optic optical coherence tomography and photoacoustic microscopy dual-modal system for microcirculation evaluation
17
作者 Yang Lin Menghan Yu +9 位作者 Yi Wang Ziyue Meng Ang Li Zhonghai He Qiaoyun Wang Jian Liu Yao Yu Yuqian Zhao Xin Zhu Zhenhe Ma 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2022年第4期97-107,共11页
We propose a high-speed all-optic dual-modal system that integrates spectral domain optical coherence tomography and photoacoustic microscopy(PAM).A 3*3 coupler-based interfer-ometer is used to remotely detect the sur... We propose a high-speed all-optic dual-modal system that integrates spectral domain optical coherence tomography and photoacoustic microscopy(PAM).A 3*3 coupler-based interfer-ometer is used to remotely detect the surface vibration caused by photoacoustic(PA)waves.Three outputs of the interferometer are acquired simultaneously with a multi-channel data ac-quisition card.One channel data with the highest PA signal detection sensitivity is selected for sensitivity compensation.Experiment on the phantom demonstrates that the proposed method can sucessfully compensate for the loss of intensity caused by sensitivity variation.The imaging speed of the PAM is improved compared to our previous system.The total time to image a sample with 256×256 pixels is~20s.Using the proposed system,the microvasculature in the mouse auricle is visualized and the blood flow state is accessed. 展开更多
关键词 Photoacoustic microscopy optical coherence tomography angiography dual-modal imaging sensitivity compensation noncontact detection
下载PDF
NIR-Ⅱ fluorescence/photoacoustic imaging of ovarian cancer and peritoneal metastasis
18
作者 Siyu Lu Liru Xue +6 位作者 Meng Yang Jingjing Wang Yang Li Yuxin Jiang Xuechuan Hong Mingfu Wu Yuling Xiao 《Nano Research》 SCIE EI CSCD 2022年第10期9183-9191,共9页
Ovarian cancer is a global problem,and is typically diagnosed in the middle or late stages,with a mysterious abdominal mass or atypical abdominal metastases due to the lack of specific initial diagnostic methods.Dual-... Ovarian cancer is a global problem,and is typically diagnosed in the middle or late stages,with a mysterious abdominal mass or atypical abdominal metastases due to the lack of specific initial diagnostic methods.Dual-modal near-infrared Ⅱ(NIR-Ⅱ,1,000–1,700 nm)fluorescence/photoacoustic imaging has great potential in early ovarian cancer diagnosis and image-guided surgery due to its high sensitivity and deep penetration.Herein,we report a novel organic NIR-Ⅱ dye(H10)with excellent aggregation-induced-emission(AIE)characteristics(I/I0>1.6)utilizing a selenadiazolo-[3,4-f]benzo[c][1,2,5]thiadiazole(ST)-based building block.Then,water-soluble and biocompatible H10@follicle-stimulating hormone(H10@FSH)dots with superior optical/photoacoustic properties and a tenfold increase in ovarian-specific targeting ability were synthesized.Finally,for the first time,in vivo dual-mode NIR-Ⅱ fluorescent/photoacoustic(PA)imaging and image-guided surgery of patient-derived tumor xenograft(PDTX)and micro-metastatic abdominal ovarian cancer lesions were investigated.This novel strategy will establish a new method for early detection of ovarian cancer and significantly improve the prognosis of ovarian cancer patients. 展开更多
关键词 ovarian cancer peritoneal metastasis near-infraredⅡ(NIR-Ⅱ 1 000-1 700 nm)fluorescence/photoacoustic dual-modal imaging early detection
原文传递
Dual-modal photoacoustic/CT imaging system
19
作者 Kaiye Xia Xiaohui Zhai +4 位作者 Zhaoheng Xie Kun Zhou Yutao Feng Guangjie Zhang Changhui Li 《Chinese Optics Letters》 SCIE EI CAS CSCD 2018年第12期61-64,共4页
Photoacoustic(PA) tomography(PAT) breaks the barrier for high-resolution optical imaging in a strong lightscattering medium, having a great potential for both clinical implementation and small animal studies. However,... Photoacoustic(PA) tomography(PAT) breaks the barrier for high-resolution optical imaging in a strong lightscattering medium, having a great potential for both clinical implementation and small animal studies. However,many organs and tissues lack enough PA contrast or even hinder the propagation of PA waves. Therefore, it is challenging to interpret pure PAT images, especially three-dimensional(3 D) PA images for deep tissues, without enough structural information. To overcome this limitation, in this study, we integrated PAT with X-ray computed tomography(CT) in a standalone system. PAT provides optical contrast and CT gives anatomical information. We performed agar, tissue phantom, and animal studies, and the results demonstrated that PAT/CT imaging systems can provide accurate spatial registration of important complementary contrasts. 展开更多
关键词 PA dual-modal photoacoustic/CT imaging system CT
原文传递
Dual-modal Colorimetric and Fluorometric Method for Glucose Detection Using MnO2 Sheets and Carbon Quantum Dots
20
作者 WANG Chengke TAN Rong +1 位作者 LI Libo LIU Dong 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2019年第5期767-774,共8页
A novel dual-modal fluorometric and colorimetric method was developed for glucose detection using MnO2 sheets and carbon quantum dots(CQDs). The glucose could be oxidized by glucose oxidase, in accompanied witli the f... A novel dual-modal fluorometric and colorimetric method was developed for glucose detection using MnO2 sheets and carbon quantum dots(CQDs). The glucose could be oxidized by glucose oxidase, in accompanied witli the fbnnation of H2O2 intennediate, which resulted in the decomposition of MnO2 sheets, as well as tlie MnO2 sheets(brown) changed to Mn^2+ ions(colorless), which induced the absorption of MnO2 sheet decreased and the fluorescence of CQDs increased, consequently. The linear detection ranges of glucose are 5-1000 μmol/L by fluorescent method and 5-60 μmol/L by colorimetric method. The limits of detection of these two measurements are 2.11 and 2.18 μmol/L, respectively. This method is easy to conduct, has reasonable sensitive and selectivity, and could be applied for the glucose detection in real human senim. 展开更多
关键词 MNO2 Carbon QUANTUM DOT COLORIMETRIC FLUORESCENT dual-modal
原文传递
上一页 1 2 3 下一页 到第
使用帮助 返回顶部