1.Detection and Diagnostic Efficacy of Artificial Intelligence Ultrasound Assisted System for Thyroid Nodules Under Different Ultrasound Parameters
Bin SUN ; Yingying LI ; Lin YAN ; Jing XIAO ; Xinyang LI ; Mingbo ZHANG ; Yukun LUO
Chinese Journal of Medical Imaging 2024;32(1):9-13,27
Purpose To explore the differences of the accuracy of detection and recognition of thyroid nodules and the diagnostic efficacy of benign and malignant thyroid nodules via artificial intelligence(AI)ultrasound assisted systems based on different ultrasound parameters.Materials and Methods A total of 147 patients with 289 nodules who underwent thyroid surgery in the First Medical Center of Chinese PLA General Hospital from March 30,2023 to May 1,2023 were prospectively selected.Different ultrasound parameters were adjusted and the AI system was used to detect and diagnose benign and malignant thyroid nodules via each parameter.Taken pathological results as the gold standard,the accuracy of thyroid nodule detection and the accuracy of benign and malignant diagnosis under different ultrasound parameters were compared,respectively.Results Under the standard ultrasound parameters,the accuracy of AI system in detecting thyroid nodules was 94.1%,the sensitivity for benign and malignant diagnosis was 90.9%,the specificity was 79.6%,and the accuracy was 86.6%,respectively.In terms of detection accuracy,accuracy under low gain(χ2=4.453,P=0.035)and high gain(χ2=6.215,P=0.013)parameters of AI system were significantly lower than those of standard ultrasound parameters.In terms of diagnostic efficacy,specificity(χ2=4.620,P=0.032),accuracy(χ2=7.521,P=0.006),area under the curve(Z=3.102,P=0.001),high gain sensitivity(χ2=6.170,P=0.013),accuracy(χ2=4.127,P=0.042),area under the curve(Z=2.152,P=0.031)and high depth accuracy(χ2=5.011,P=0.025),area under the curve(Z=2.420,P=0.015)of low gain were all significantly reduced compared to standard ultrasound parameters,with statistical differences.Conclusion When using the AI system to assist in the examination of thyroid nodules,attention should be paid to the adjustment of ultrasound instrument parameters.Improper parameter adjustment may reduce the AI system's ability to detect thyroid nodules and the accuracy of benign and malignant diagnosis.
2.Novel NIR-II fluorescent probes for biliary atresia imaging.
Xiaodong ZENG ; Yuqin LIAO ; Xue QIAO ; Ke LIANG ; Qiusi LUO ; Mingbo DENG ; Yishen LIU ; Weijing ZHANG ; Xuechuan HONG ; Yuling XIAO
Acta Pharmaceutica Sinica B 2023;13(11):4578-4590
Biliary atresia is a rare infant disease that predisposes patients to liver transplantation and death if not treated in time. However, early diagnosis is challenging because the clinical manifestations and laboratory tests of biliary atresia overlap with other cholestatic diseases. Therefore, it is very important to develop a simple, safe and reliable method for the early diagnosis of biliary atresia. Herein, a novel NIR-II fluorescence probe, HZL2, with high quantum yield, excellent biocompatibility, low cytotoxicity and rapid excretion through the liver and gallbladder was developed based on the oil/water partition coefficient and permeability. A simple fecal sample after injection of HZL2 can be used to efficiently identify the success of the mouse model of biliary atresia for the first time, allowing for an early diagnosis of the disease. This study not only developed a simple and safe method for the early diagnosis of biliary atresia with great potential in clinical translation but also provides a research tool for the development of pathogenesis and therapeutic medicines for biliary atresia.
3.Anhydrous Ethanol Improves Efficiency of Radiofrequency Ablation for the Treatment of Benign Thyroid Nodules:A Prospective Randomized Controlled Trial.
Yaqiong ZHU ; Zhuang JIN ; Ying ZHANG ; Bo JIANG ; Lin YAN ; Xiaoqi TIAN ; Mingbo ZHANG ; Yukun LUO
Acta Academiae Medicinae Sinicae 2020;42(3):331-337
To investigate the value of injecting a small amount of absolute ethanol into the benign solid nodules of the thyroid before radiofrequency ablation(RFA)to improve the efficiency of radiofrequency ablation. A total of 98 eligible patients(98 nodules)with pathologically confirmed benign solid nodules who were treated in our center from December 2016 to February 2018 were included and randomized into ethanol ablation(EA)combined with radiofrequency ablation(RFA)group(EA+RFA group)and RFA group,with 49 patients in each group.Routine ultrasound,contrast-enhanced ultrasound(CEUS),and thyroid function test were performed before treatment and 1,3,6,and 12 months after treatment.The general information,treatment time,ablation energy,ablation power,postoperative nodule volume reduction ratio(VRR),symptom score(SS)and cosmetic score(CS),thyroid function level,and incidence of complications were compared between these two groups. The mean treatment time [(441.30±243.31)s (790.70±349.82)s;= 4.403, =0.000],mean ablation energy [(3.92±2.01)kJ (5.15±2.12)kJ;=2.709, =0.009],and mean ablation power [(6.07±1.44)W (7.30±1.29)W;=3.612, =0.006] were significantly lower in the EA+RFA group than in the RFA group.At 3,6 and 12 months after surgery,the VRR in the EA+RFA group was(57.73±11.07)%(=-3.16, <0.001),(64.40±10.56)%(=-5.45, <0.001),and(77.29±8.48)%(=-10.46, <0.001),respectively;the VRR in the RFA group was(55.44±13.01)%(=-1.76, <0.001),(65.28±11.33)%(=-5.09, <0.001),and(75.17±9.84)%(=-8.93, <0.001),which were significantly smaller than those before surgery.There was no significant difference in VRR between the EA+RFA group and the RFA group at 1(=3.41, =0.33),3(=2.05, =0.21),6(=2.77, =0.49),and 12 months(=5.05, =0.10)after treatment.During the follow-up,no recurrence of nodules was observed on CEUS.In the EA+RFA group,the SS [(1.77±0.86).(5.54±2.15);=9.63, <0.001] and the CS[(1.39±0.77).(3.32±0.61);=10.09, =0.004]at 12 months after surgery were significantly lower than those before surgery.In the RFA group,SS [(1.63±1.04).(5.90±1.79);=12.72, <0.001] and CS [(1.64±0.83).(3.15±0.72);=8.13, =0.012] at 12 months after surgery were also significantly lower than those before surgery.The CSS in the EA+RFA group was significantly lower than that in the RFA group [(0.93±0.55).(2.44±0.53);=-11.70, =0.007].Both groups had no significant change in thyroid function during the follow-up period,and no serious complications were observed. Anhydrous alcohol injection can effectively improve the efficiency of radiofrequency ablation in treating benign solid thyroid nodules and is effective in reducing nodule volume,alleviating compressive symptoms,and decreasing cosmetic discomfort.
Catheter Ablation
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Ethanol
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Humans
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Neoplasm Recurrence, Local
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Prospective Studies
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Thyroid Nodule
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Treatment Outcome
4. Comparative study on the diagnostic value of multiparametric transrectal ultrasound and multiparametric MRI in prostate cancer
Yingying LI ; Mingbo ZHANG ; Fan WU ; Jun ZHANG ; Yukun LUO
Chinese Journal of Urology 2020;41(1):19-25
Objective:
The aim of the study is to compare the diagnostic value of multiparametric transrectal ultrasound(TRUS) and multiparametric magnetic resonance imaging (MRI) in prostate cancer.
Methods:
The clinical data of 102 patients who received multiparametric TRUS (including conventional transrectal ultrasound, shear wave sonoelastography and contrast enhanced ultrasound), multiparametric MRI(including T2 weighted diffusion weighted, and dynamic contrast enhanced MRI) and laboratory tests from April 2016 to May 2018 were retrospectively analyzed. The average age was 66.1 years old, ranging 38.0-85.0 years old. The average PSA was 30.1 ng/ml, ranging 0.4-227.0 ng/ml. The average PSAD was 0.67 ng/ml2, ranging 0.02-4.27 ng/ml2. The pathology results from TRUS guided biopsy or surgical operation were chosen as gold standard. Diagnostic performance including sensitivity, specificity, positive predictive value(PPV), negative predictive value(NPV), accuracy and area under the receiver operating characteristic curve(AUROC)of multiparametric TRUS and multiparametric MRI in prostate cancer were analyzed.
Results:
There were 62 prostate cancer and 40 BPH patients in our study. Parallel multiparametric TRUS diagnosed 63 prostate cancer and 39 BPH, and multiparametric MRI diagnosed 75 prostate cancer and 27 BPH. The sensitivity, specificity and accuracy of parallel multiparametric TRUS were 98.4%, 70.0% and 87.3%, respectively. And those of multiparametric MRI were 95.2%, 60.0% and 81.4%, respectively. The AUROC of parallel multiparametric TRUS and multiparametric MRI were 0.842 and 0.776, with no significant differences(
5.Analysis on incidence and mortality of ovarian cancer in Jiangsu province, 2006-2015
Jian ZHU ; Mingbo JIANG ; Ming WU ; Renqiang HAN ; Jun WANG ; Weigang MIAO ; Pengfei LUO ; Jinyi ZHOU
Chinese Journal of Epidemiology 2020;41(11):1859-1864
Objective:To estimate the incidence/mortality of ovarian cancer in 2015 and the incidence/mortality trend of ovarian cancer from 2006 to 2015 in Jiangsu province, and provide evidence for prevention and treatment of ovarian cancer in Jiangsu.Methods:The incidence and death data of cancer in Jiangsu from 2006 to 2015 collected from 35 cancer registries and verified by Jiangsu provincial CDC in 2018 were used for the extraction of ovarian cancer data. The data were stratified by urban and rural, gender and age groups. The crude rates of incidence and mortality, age-standardized incidence/mortality rates (ASIR/ASMR), cumulative incidence/mortality rates (0-74 years) and truncated incidence/mortality rates (35-64 years) of ovarian cancer were calculated. Chinese population census in 2000 and world Segi’s standard population were used for the calculations of age-standardized incidence/mortality rates. Software Joinpoint 4.7.0.0 was used to analyze the annual percentage changes (APCs) of two rates from 2006 to 2015.Results:It was estimated that 2 229 ovarian cancer cases occurred in Jiangsu in 2015, accounting for 2.23 % of all cancer cases and ranking 12 th of cancer incidence in women. The crude incidence rate was 5.91/100 000, the age-standardized incidence rates by Chinese standard population (ASIRC) and by world standard population (ASIRW) were 4.01/100 000 and 3.81/100 000, respectively. The cumulative incidence rate (0-74 years) was 0.42 %. It was estimated that 1 239 deaths of ovarian cancer occurred in Jiangsu in 2015, accounting for 2.18 % of all cancer deaths and ranking 13 th of cancer mortality in women. The crude mortality rate was 3.29/100 000, the ASMRC and ASMRW were 1.99/100 000 and 1.96/100 000, respectively. The cumulative mortality rate (0-74 years) was 0.24 %. The APCs of crude incidence rate and crude mortality rate were 4.66 % (95 %CI: 2.11 %-7.29 %) and 7.45 % (95 %CI: 5.46 %-9.47 %) (all P<0.05). The APCs of ASIRC and ASIRW were 2.30 % (95 %CI: -0.32 %-4.99 %) and 2.41 % (95 %CI: -0.29 %-5.20 %) (all P>0.05), and the APCs of ASMRC and ASMRW were 4.43 % (95 %CI: 2.54 %-6.36 %) and 4.55 % (95 %CI: 2.58 %-6.57 %) (all P<0.05). Conclusions:The incidence and mortality of ovarian cancer in Jiangsu were at low levels, and were higher in urban areas than in rural areas. The crude incidence and mortality rates increased, and age-standardized incidence rate was stable, but age-standardized mortality rate increased obviously.
6.Application of CT image registration in the radiotherapy of uterine cervical neoplasms based on 3D Slicer software
Jiacun XIE ; Mingbo LIU ; Qian HAN ; Guangyin WU ; Liang LI ; Hengpo LIANG ; Jianchao LUO
Cancer Research and Clinic 2019;31(8):510-514
Objective To investigate the application of CT image and cone beam computed tomography (CBCT) image registration based on 3D Slicer software in image-guided radiotherapy for uterine cervical neoplasms. Methods Based on 3D Slicer software and Slicer RT toolkit, 10 positioning CT images and 50 CBCT images of 10 patients with uterine cervical neoplasms in Henan Provincial People's Hospital between January 2018 and October 2018 had rigid registration and b-spline deformation registration respectively. The dice similarity coefficient (DSC) and Hausdorff distance (HD) of the bladder, rectum, femoral head, spinal cord, and body of CT-CBCT images were compared by using paired t-test before and after the registration. Results Pre-registration, rigid registration and after b-spline deformation registration of CT images and CBCT images, the DSC in the bladder (0.459±0.177, 0.528±0.184, 0.542±0.187, respectively), the rectum (0.564±0.141, 0.632±0.091, 0.684±0.097, respectively), the femoral head (0.695±0.088, 0.833± 0.030, 0.865±0.027, respectively), the spinal cord (0.587±0.119, 0.746±0.085, 0.834±0.032, respectively) and the body surface (0.922±0.013, 0.948±0.011, 0.959±0.009, respectively) showed an increased trend; HD in the bladder (12.8±7.2, 12.2±7.1, 11.7±7.3, respectively), the rectum (5.0±1.8, 4.4±1.2, 3.4±1.2, respectively), the femoral head (3.6±1.2, 1.8±0.5, 1.5 ±0.5, respectively), the spinal cord (4.0 ±1.0, 2.7 ±1.3, 1.8 ±0.5, respectively) and the body surface (6.3±2.1, 5.2±2.0, 4.3±2.0, respectively) showed a decreased trend. The differences of pairwise comparison in the same parts were statistically significant (all P < 0.05). Conclusions Both rigid registration and b-spline deformation registration of CT-CBCT images based on 3D Slicer softwarecan improve the radiotherapy accuracy of uterine cervical neoplasms, and b-spline deformation registration has more significant advantages.
7.Contrast-enhanced ultrasound in the evaluation of thickened wall type of gallbladder carcinoma
Mingbo ZHANG ; Yukun LUO ; Xiang FEI ; Yan ZHANG
Chinese Journal of Medical Ultrasound (Electronic Edition) 2018;15(1):14-18
Objective To investigate the contrast enhanced ultrasound (CEUS) characteristics of thickened wall type of gallbladder carcinoma and to evaluate their diagnostic value. Methods The CEUS images, clinical information and pathological results of 26 patients with thickened wall type of gallbladder carcinoma and 37 patients having benign gallbladder disease with thickened wall were retrospectively analyzed. CEUS characteristics of thickened wall type of gallbladder carcinoma were investigated and their diagnostic value was evaluated. The age, length of gallbladder, width and thickness of gallbladder wall were analyzed by t test. The CEUS characteristics of gallbladder wall (intensity of gallbladder wall, mucosal morphology and submucosal hypo-enhancement area)were analyzed by χ2 test.The diagnostic test used ROC (receiver operating characteristic) curve to calculate sensitivity, specificity, positive predictive value, negative predictive value and accuracy. Results The gallbladder wall thickness and patient age in malignant group were all larger than those in benign group[(1.63±0.68)cm vs(0.96±0.55)cm,(63.7±10.1)years old vs (53.2±11.8) years old], with statistically significant difference (t=3.70, 4.32, all P<0.001). In the malignant group, CEUS showed irregular mucosal, hyper-enhancement and sub-mucosal hypo-enhancement area, with statistically significant difference(χ2=48.7,42.9,23.8,OR=9.25,6.17,2.47,all P < 0.001).The sensitivity of irregular mucosa, hyper-enhancement and sub-mucosal hypo-enhancement area were all 100.0%, and their accuracy were 93.7%, 90.5% and 76.2% respectively. If lesions with both irregular mucosa and hyper-enhancement were diagnosed as thickened wall type of gallbladder carcinoma, the diagnostic accuracy could be further improved to 98.4%. Conclusion CEUS can facilitate the differential diagnosis of benign and malignant gallbladder diseases with thickened wall in a high diagnostic value.
8.The effect and influencing factors of percutaneous radiofrequency ablation for the treatment of benign thyroid nodules
Ying ZHANG ; Yukun LUO ; Yang GUANG ; Fang XIE ; Mingbo ZHANG ; Yan ZHANG ; Wei CHEN ; Jie TANG
Chinese Journal of Medical Ultrasound (Electronic Edition) 2018;15(4):287-293
Objective To explore the curative effect and influencing factors of percutaneous radiofrequency ablation(PRFA)for benign thyroid nodules in order to improve the effect of thyroid benign nodule ablation treatment.Methods The study included 482 benign thyroid nodules.The largest diameter of benign thyroid nodules ranges from 0.7 to 9.2 cm.Two hundred and fifty-eight nodules were solid nodules,224 nodules were cystic-solid nodules,and 96 thyroid nodules combined with the background of Hashimoto's thyroiditis.The patients of this study included 356 females and 126 males,the ages of the study population ranged from 14 to 82 years old.In order to observe the local pain,swelling,skin infection,hoarseness and other complications of the thyroid nodules with PRFA,we conducted conventional ultrasound and contrast-enhanced ultrasound immediately and followed up in 1,3,6,12,18 and 24 months after the treatment.Besides,the nodule volume reduction ratio was calculated,and the effects of gender,age,nodule size,cystic proportion,and the background of Hashimoto's thyroiditis on the treatment were analyzed.Results The volume of benign thyroid nodules after the PRFA treatment was significantly reduced after 1,3,6,12,18,24 months,and their nodule volume reduction ratio(VRR)was(51.2±5.7)%(1 months),(69.7±4.3)%(3 months),(84.6±3.7)%(6 months),(89.3±2.9)%(12 months),(93.7±1.6)%(18 months)and(94.9±1.4)%(24 months),respectively.The thyroid nodules were divided into 3 groups according to the cystic portion,significant differences were found in the volume reduction rate at 1,3,6,12,18 and 24 months after PRFA(F=66.858,69.101,19.410,49.559,146.653 and 309.950 respectively,all P<0.001),the more cystic portion was,the faster the lesion shrinked.The nodules with the cystic portion < 20%were grouped according to the maximum diameter(≤3 cm/>3 cm),and the background of Hashimoto's disease; and significant differences were found in the volume reduction rate at 1,3,6,12,18 and 24 months after PRFA(the t values for different size groups were 9.710,8.925,9.899,12.734,17.226 and 42.580,respectively,the t values for whether there is a background of Hashimoto's disease were 66.858,69.101,19.410,49.559,146.653,309.950,respectively,all P < 0.001).The VRR of nodules of which the maximum diameter ≤ 3 cm,or without Hashimoto's thyroiditis was larger after radiofrequency ablation.The nodules of which the maximum diameter≤3 cm and with the cystic portion <20%were grouped according to different genders(male or female)and different ages(≤40 or>40 years old),and the mean VRR of the nodules between different gender and age groups are not significantly different(P>0.05).Conclusions Ultrasound guided PRFA is a safe and effective minimally invasive therapy for benign thyroid nodules.
9.Value of Contrast-enhanced Ultrasound and Conventional Ultrasound in the Diagnosis of Papillary Thyroid Carcinoma with Cervical Lymph Node Metastases.
Yan ZHANG ; Yukun LUO ; Mingbo ZHANG ; Ming YANG ; Ying ZHANG ; Junlai LI ; Jie TANG
Acta Academiae Medicinae Sinicae 2017;39(2):177-182
Objective To compare the ultrasound features of papillary thyroid carcinoma with or without cervical lymph node metastasis (LNM). Methods Patients suspected of thyroid cancer underwent the conventional ultrasound and contrast-enhanced ultrasound (CEUS) examinations. Patients' age,sex,and ultrasound characteristics of lesions were recorded. With the surgical pathology as the golden standard,the ultrasound features were compared between the cervical LNM group and non-LNM group. Results Of 144 patients,51 had cervical LNM and 93 did not. Patients' ages,sex and number of lesions had no significant difference between two groups (all P>0.05). Tumor with LNM had maximum size greater than 0.85 cm,ill-defined margin (P=0.000),irregular shape (P=0.007),internal heterogeneous echogenicity (P=0.007),microcalcification (P=0.020),internal heterogeneous low-enhancement (P=0.002),peripheral non-enhancement ring (P=0.030),and extracapsular extension (P=0.000). Conclusion Conventional ultrasound and CEUS are helpful for predicting the cervical LNM of PTC. CEUS can obtain more accurate diagnostic results for the extracapsular extension,which contributes to the prediction of cervical LNM.
10.Correlation between ultrasonographic features of thyroid nodules and BRAFV600Emutation
Ming YANG ; Yukun LUO ; Yan ZHANG ; Mingbo ZHANG ; Rong WU ; Jing WEN ; Fang XIE ; Ying ZHANG ; Jie LI
Chinese Journal of Medical Ultrasound (Electronic Edition) 2017;14(12):914-918
Objective To study the correlation between ultrasonographic features of thyroid nodule and BRAFV600Emutation. Methods A total of 179 patients with 194 suspicious throid nodules were included in this study. They underwent ultrasound, biopsy, pathology and BRAFV600Emutation examination between October 2015 and February 2016 at Chinese PLA General Hospital. The size of nodules were (1.1±0.8) cm. The size, echo, boundary, shape aspect ratio, calcification and capsular invasion of nodules were investigated. The correlation between ultrasonographic features of thyroid nodule and BRAFV600Emutation analyzed by chis-square test and Logistic Regression analysis using statistical data as independent variable, BRAFV600Emutation as dependent variable. Results There were significant different in nodule′s ratio, boundary, capsular invasion characteristic between the BRAFV600Epositive group and the BRAFV600Enegative group(χ2=11.174,45.517,11.046,all P < 0.05),and these signs are possibly associated with BRAFV600Emutation by logistic regression model analysis(OR=2.276,95%CI:1.117-4.638, P < 0.05; OR=8.412, 95%CI: 3.836-18.448,P < 0.001; OR=2.582, 95%CI: 1.138-5.860,P < 0.05). Conclusions The ratio, boundary, capsular invasion characteristic of thyroid nodules are possibly associated with BRAFV600Emutation. These signs can be used to predict BRAFV600Emutation and facilitate subsequent treatment for such nodules.

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