A novel approach to image hemoglobin concentration（△Dhb） and oxygen saturation （△Doxy） of breast tissue is presented. The scenograph of dual-wavelength （760 and 850 nm） near infrared lights through breast tiss...A novel approach to image hemoglobin concentration（△Dhb） and oxygen saturation （△Doxy） of breast tissue is presented. The scenograph of dual-wavelength （760 and 850 nm） near infrared lights through breast tissue is acquired by high sensitive charge coupled device （CCD） camera. The evaluation criterion of the difference of △Dhh and △Doxy between detected and referenced breast tissue can be obtained by a calculation formula without complicate caculation. This approach is applied to clinic detection in breast tissue. The ongoing clinical experiments indicate that malignant tumor usually exhibits characterize of ＂higher △Dhb and lower △Doxy＂, while benign lesion often shows ＂lower △Dhb and higher △Doxy＂ or other characters. So it is useful to assist the diagnosis of breast disease.展开更多
Breast cancer is the most common malignant tumor that threatens women’s health. Breast magnetic resonance imaging (MRI) is a commonly used method recommended for the diagnosis of breast cancer. Diffusion weighted ima...Breast cancer is the most common malignant tumor that threatens women’s health. Breast magnetic resonance imaging (MRI) is a commonly used method recommended for the diagnosis of breast cancer. Diffusion weighted imaging (DWI) and dynamic enhanced magnetic resonance imaging (DCE-MRI) are now widely used. At present, with the continuous advancement of magnetic resonance technology, Magnetic resonance spectroscopy (MRS), Perfusion weighted imaging (PWI), Positron emission tomography-magnetic resonance imaging (PET-MRI) and so on are gradually being used in clinical practice. Mammography imaging and imaging genomics are hot topics. This article will briefly introduce several functional magnetic resonance techniques and their latest applications.展开更多
乳腺癌已发展为全球第一大癌,随着诊治手段的进步,乳腺癌患者生存时间不断延长,但抗肿瘤治疗会引发心脏相关并发症,出现癌症治疗相关心功能障碍(cancer therapy related cardiac dysfunction,CTRCD)。CTRCD始于亚临床心肌细胞损伤,最终...乳腺癌已发展为全球第一大癌,随着诊治手段的进步,乳腺癌患者生存时间不断延长,但抗肿瘤治疗会引发心脏相关并发症,出现癌症治疗相关心功能障碍(cancer therapy related cardiac dysfunction,CTRCD)。CTRCD始于亚临床心肌细胞损伤,最终发展为有症状的心力衰竭。因此,准确评估CTRCD的发生和严重程度对于肿瘤患者的治疗和康复至关重要。随着医疗技术的不断进步,心脏影像学成为评估和管理心脏健康的关键工具,包括超声心动图、心脏计算机断层扫描(cardiac computed tomography,CCT)、心脏磁共振成像(cardiac magnetic resonance imaging,CMRI)等,在提供心脏结构和功能信息的基础上,组织特定性成像、应变成像、灌注成像等在早期识别和评估CTRCD中发挥关键作用。本文就不同影像检查技术在乳腺癌患者化疗后心功能障碍研究中的进展进行文献综述,重点论述磁共振技术在此方面的进展,以期为早期检测CTRCD提供更为精确的影像生物信息。展开更多
目的利用静息态功能MRI探讨δ-连环蛋白(catenin)不同表达状态的乳腺癌患者采用蒽环联合环磷酰胺(anthracyclines cyclophosphamide,AC)化疗方案2个周期后的脑认知功能改变。材料与方法前瞻性收集66例经病理证实乳腺癌并首次进行标准化...目的利用静息态功能MRI探讨δ-连环蛋白(catenin)不同表达状态的乳腺癌患者采用蒽环联合环磷酰胺(anthracyclines cyclophosphamide,AC)化疗方案2个周期后的脑认知功能改变。材料与方法前瞻性收集66例经病理证实乳腺癌并首次进行标准化化疗患者,根据组织血清δ-catenin水平,分为δ-catenin高表达组31例和低表达组35例,同时收集健康对照(healthy control,HC)组36例。所有受试者在化疗前及2个化疗周期后进行神经心理学评分并行脑静息态功能MRI、3D-T1加权成像,分析脑静息态功能MRI指标,包括低频振幅(amplitude of low frequency fluctuation,ALFF)值、分数低频振幅(fractional amplitude of low frequency fluctuation,fALFF)值、局部一致性(regional homogeneity,ReHo)值,并对患者化疗前后神经心理学评分以及脑静息态功能MRI指标进行对比分析。结果化疗前δ-catenin高表达组人表皮生长因子受体2(human epidermal growth factor receptor 2,HER-2)显著高于低表达组,差异有统计学意义(P<0.05)。乳腺癌患者化疗前后神经心理学评分显示,δ-catenin高表达组患者化疗后癌症治疗认知功能评估(Functional Assessment of Cancer Therapy-Cognitive,FACT-Cog)总分、感知认知能力(Perceived Cognitive Abilities,PCA)、简易智力状态检查评分(Mini Mental State Examination,MMSE)、蒙特利尔认知评估评分(Montreal Cognitive Assessment,MOCA)、数字符号转化测验(Digital Symbol Substitution Test,DSST)以及中文听觉词语学习测验(Auditory Verbal Learning Test,AVLT)、数字连线实验B(Line-B)评分较化疗前差异有统计学意义,而低表达组只有AVLT-长时记忆(AVLT-long)评分差异有统计学意义(P均<0.05)。与化疗前相比,化疗2周期后部分脑区ALFF及ReHo值改变差异有统计学意义(P<0.05)。δ-catenin低表达组患者化疗后右侧前扣带和旁扣带脑回ALFF值下降,而δ-catenin高表达组右侧小脑半球4-5区、双侧脑岛、左侧舌回化疗后ALFF值下降。ReHo指标中,δ-catenin低表达组患者化疗后左侧眶部额下回ReHo值下降;而δ-catenin高表达组则左侧缘上回、左侧三角部额下回ReHo值下降(P均<0.05)。结论δ-catenin高表达进一步加重化疗对乳腺癌患者脑认知功能的损伤,主要涉及执行认知功能调控等相关脑区。展开更多
In this paper,a novel hybrid texture feature set and fractional derivative filter-based breast cancer detection model is introduced.This paper also introduces the application of a histogram of linear bipolar pattern f...In this paper,a novel hybrid texture feature set and fractional derivative filter-based breast cancer detection model is introduced.This paper also introduces the application of a histogram of linear bipolar pattern features(HLBP)for breast thermogram classification.Initially,breast tissues are separated by masking operation and filtered by Gr¨umwald–Letnikov fractional derivative-based Sobel mask to enhance the texture and rectify the noise.A novel hybrid feature set usingHLBP and other statistical feature sets is derived and reduced by principal component analysis.Radial basis function kernel-based support vector machine is employed for detecting the abnormality in the thermogram.The performance parameters are calculated using five-fold cross-validation scheme using MATLAB 2015a simulation software.The proposedmodel achieves the classification accuracy,sensitivity,specificity,and area under the curve of 94.44%,95.55%,92.22%,96.11%,respectively.A comparative investigation of different texture features with respect to fractional orderαto classify the breast malignancy is also presented.The proposed model is also compared with a few existing state-of-art schemes which verifies the efficacy of the model.Fractional orderαoffers extra adaptability in overcoming the limitations of thermal imaging techniques and assists radiologists in prior breast cancer detection.The proposed model is more generalized which can be used with different thermal image acquisition protocols and IoT based applications.展开更多
文摘A novel approach to image hemoglobin concentration（△Dhb） and oxygen saturation （△Doxy） of breast tissue is presented. The scenograph of dual-wavelength （760 and 850 nm） near infrared lights through breast tissue is acquired by high sensitive charge coupled device （CCD） camera. The evaluation criterion of the difference of △Dhh and △Doxy between detected and referenced breast tissue can be obtained by a calculation formula without complicate caculation. This approach is applied to clinic detection in breast tissue. The ongoing clinical experiments indicate that malignant tumor usually exhibits characterize of ＂higher △Dhb and lower △Doxy＂, while benign lesion often shows ＂lower △Dhb and higher △Doxy＂ or other characters. So it is useful to assist the diagnosis of breast disease.
文摘Breast cancer is the most common malignant tumor that threatens women’s health. Breast magnetic resonance imaging (MRI) is a commonly used method recommended for the diagnosis of breast cancer. Diffusion weighted imaging (DWI) and dynamic enhanced magnetic resonance imaging (DCE-MRI) are now widely used. At present, with the continuous advancement of magnetic resonance technology, Magnetic resonance spectroscopy (MRS), Perfusion weighted imaging (PWI), Positron emission tomography-magnetic resonance imaging (PET-MRI) and so on are gradually being used in clinical practice. Mammography imaging and imaging genomics are hot topics. This article will briefly introduce several functional magnetic resonance techniques and their latest applications.
文摘乳腺癌已发展为全球第一大癌,随着诊治手段的进步,乳腺癌患者生存时间不断延长,但抗肿瘤治疗会引发心脏相关并发症,出现癌症治疗相关心功能障碍(cancer therapy related cardiac dysfunction,CTRCD)。CTRCD始于亚临床心肌细胞损伤,最终发展为有症状的心力衰竭。因此,准确评估CTRCD的发生和严重程度对于肿瘤患者的治疗和康复至关重要。随着医疗技术的不断进步,心脏影像学成为评估和管理心脏健康的关键工具,包括超声心动图、心脏计算机断层扫描(cardiac computed tomography,CCT)、心脏磁共振成像(cardiac magnetic resonance imaging,CMRI)等,在提供心脏结构和功能信息的基础上,组织特定性成像、应变成像、灌注成像等在早期识别和评估CTRCD中发挥关键作用。本文就不同影像检查技术在乳腺癌患者化疗后心功能障碍研究中的进展进行文献综述,重点论述磁共振技术在此方面的进展,以期为早期检测CTRCD提供更为精确的影像生物信息。
文摘目的利用静息态功能MRI探讨δ-连环蛋白(catenin)不同表达状态的乳腺癌患者采用蒽环联合环磷酰胺(anthracyclines cyclophosphamide,AC)化疗方案2个周期后的脑认知功能改变。材料与方法前瞻性收集66例经病理证实乳腺癌并首次进行标准化化疗患者,根据组织血清δ-catenin水平,分为δ-catenin高表达组31例和低表达组35例,同时收集健康对照(healthy control,HC)组36例。所有受试者在化疗前及2个化疗周期后进行神经心理学评分并行脑静息态功能MRI、3D-T1加权成像,分析脑静息态功能MRI指标,包括低频振幅(amplitude of low frequency fluctuation,ALFF)值、分数低频振幅(fractional amplitude of low frequency fluctuation,fALFF)值、局部一致性(regional homogeneity,ReHo)值,并对患者化疗前后神经心理学评分以及脑静息态功能MRI指标进行对比分析。结果化疗前δ-catenin高表达组人表皮生长因子受体2(human epidermal growth factor receptor 2,HER-2)显著高于低表达组,差异有统计学意义(P<0.05)。乳腺癌患者化疗前后神经心理学评分显示,δ-catenin高表达组患者化疗后癌症治疗认知功能评估(Functional Assessment of Cancer Therapy-Cognitive,FACT-Cog)总分、感知认知能力(Perceived Cognitive Abilities,PCA)、简易智力状态检查评分(Mini Mental State Examination,MMSE)、蒙特利尔认知评估评分(Montreal Cognitive Assessment,MOCA)、数字符号转化测验(Digital Symbol Substitution Test,DSST)以及中文听觉词语学习测验(Auditory Verbal Learning Test,AVLT)、数字连线实验B(Line-B)评分较化疗前差异有统计学意义,而低表达组只有AVLT-长时记忆(AVLT-long)评分差异有统计学意义(P均<0.05)。与化疗前相比,化疗2周期后部分脑区ALFF及ReHo值改变差异有统计学意义(P<0.05)。δ-catenin低表达组患者化疗后右侧前扣带和旁扣带脑回ALFF值下降,而δ-catenin高表达组右侧小脑半球4-5区、双侧脑岛、左侧舌回化疗后ALFF值下降。ReHo指标中,δ-catenin低表达组患者化疗后左侧眶部额下回ReHo值下降;而δ-catenin高表达组则左侧缘上回、左侧三角部额下回ReHo值下降(P均<0.05)。结论δ-catenin高表达进一步加重化疗对乳腺癌患者脑认知功能的损伤,主要涉及执行认知功能调控等相关脑区。
基金Praveen Agarwal,thanks to the SERB(Project TAR/2018/000001)DST(Projects DST/INT/DAAD/P-21/2019 and INT/RUS/RFBR/308)NBHM(DAE)(Project 02011/12/2020 NBHM(R.P)/RD II/7867).
文摘In this paper,a novel hybrid texture feature set and fractional derivative filter-based breast cancer detection model is introduced.This paper also introduces the application of a histogram of linear bipolar pattern features(HLBP)for breast thermogram classification.Initially,breast tissues are separated by masking operation and filtered by Gr¨umwald–Letnikov fractional derivative-based Sobel mask to enhance the texture and rectify the noise.A novel hybrid feature set usingHLBP and other statistical feature sets is derived and reduced by principal component analysis.Radial basis function kernel-based support vector machine is employed for detecting the abnormality in the thermogram.The performance parameters are calculated using five-fold cross-validation scheme using MATLAB 2015a simulation software.The proposedmodel achieves the classification accuracy,sensitivity,specificity,and area under the curve of 94.44%,95.55%,92.22%,96.11%,respectively.A comparative investigation of different texture features with respect to fractional orderαto classify the breast malignancy is also presented.The proposed model is also compared with a few existing state-of-art schemes which verifies the efficacy of the model.Fractional orderαoffers extra adaptability in overcoming the limitations of thermal imaging techniques and assists radiologists in prior breast cancer detection.The proposed model is more generalized which can be used with different thermal image acquisition protocols and IoT based applications.
文摘乳腺癌患者在接受化疗后常出现化疗相关认知障碍(chemotherapy-related cognitive impairment,CRCI),越来越多的证据表明,CRCI的出现主要是由于大脑结构及功能的改变。MRI可以显示灰质体积/密度的减少、皮质厚度减低、白质微观结构的破坏及脑功能或网络连接的异常。本文将脑灰、白质结构成像及静息态功能MRI(resting state functional magnetic resonance imaging,rs-fMRI)技术在乳腺癌CRCI中的相关研究进展进行综述,主要包括三维T1加权成像(three-dimensional T1 weighted imaging,3D-T1WI)、扩散加权成像(diffusion weighted imaging,DTI)在乳腺癌CRCI患者脑灰、白质异常中的研究和rs-fMRI在乳腺癌CRCI患者的脑低频振幅(amplitude of low frequency fluctuation,ALFF)、局部一致性(regional homogeneity,ReHo)、功能连接(functional connectivity,FC)和脑网络改变方面的研究。评估神经成像标志物与乳腺癌化疗轨迹中的认知功能之间的关联,探索CRCI的神经生物学机制,为CRCI提供相对客观的神经影像学标志物。
