2.A preliminary study of a deep learning-assisted diagnostic system with an artificial intelligence for detection of diabetic retinopathy
Ming WENG ; Bo ZHENG ; Mao-Nian WU ; Shao-Jun ZHU ; Yuan-Qiang SUN ; Yun-Fang LIU ; Zi-Wei MA ; Yun-Liang JIANG ; Yong LIU ; Wei-Hua YANG
International Eye Science 2018;18(3):568-571
·AIM: To evaluate a deep learning - assisted diagnostic system with an artificial intelligence for the detection of diabetic retinopathy (DR). ·METHODS:A total of 186 patients (372 eyes) with diabetes were recruited from January to July 2017. Discrepancies between manual grades and artificial intelligence results were sent to a reading center for arbitration. The sensitivity and specificity in the detection of DR were determined by comparison with artificial intelligence diagnostic system and experts human grading. ·RESULTS:Based on manual grades, the results as follows:non DR (NDR) in 42 eyes (11.3%), 330 eyes (88.7%) in different stages of DR. Among 330 DR eyes, there were mild non proliferative DR (NPDR) in 62 eyes (16.7%), moderate NPDR in 55 eyes (14.8%), severe NPDR in 155 eyes (41.7%), and proliferative DR (PDR) in 58 eyes (15. 6%). Based on artificial intelligence diagnostic system, the results were as follows: NDR in 38 eyes (10.2%),PDR in 44 eyes (11.8%), others were NPDR. The sensitivity and specificity of artificial intelligence diagnostic system, compared with human expert grading, for the detection of any DR were 0.82 and 0.91, and the kappa value was 0.77 (x2=20.39, P<0.05). ·CONCLUSION:This study shows that a deep learning-assisted diagnostic system with an artificial intelligence for grading diabetic retinopathy is a reliable alternative to diabetic retinopathy assessment, thus the use of this system may be a valuable tool in evaluating the DR.
3.Analysis of Factors Associated with Death in Maintenance Hemodialysis Patients: A Multicenter Study in China.
Kang-Kang SONG ; De-Long ZHAO ; Yuan-Da WANG ; Yong WANG ; Xue-Feng SUN ; Li-Ning MIAO ; Zhao-Hui NI ; Hong-Li LIN ; Fu-You LIU ; Ying LI ; Ya-Ni HE ; Nian-Song WANG ; Cai-Li WANG ; Ai-Hua ZHANG ; Meng-Hua CHEN ; Xiao-Ping YANG ; Yue-Yi DENG ; Feng-Min SHAO ; Shu-Xia FU ; Jing-Ai FANG ; Guang-Yan CAI ; Xiang-Mei CHEN
Chinese Medical Journal 2017;130(8):885-891
BACKGROUNDPatients on hemodialysis have a high-mortality risk. This study analyzed factors associated with death in patients on maintenance hemodialysis (MHD). While some studies used baseline data of MHD patients, this study used the most recent data obtained from patients just prior to either a primary endpoint or the end of the study period to find the characteristics of patients preceding death.
METHODSParticipants were selected from 16 blood purification centers in China from January 2012 to December 2014. Patients' data were collected retrospectively. Based on survival status, the participants were divided into two groups: survival group and the death group. Logistic regression analysis was performed to determine factors associated with all-cause mortality.
RESULTSIn total, 4104 patients (57.58% male, median age 59 years) were included. Compared with the survival group, the death group had more men and more patients with diabetic nephropathy (DN) and hypertensive nephropathy. The patients preceding death also had lower levels of diastolic blood pressure, hemoglobin, serum albumin, serum calcium, serum phosphate, Kt/V, and higher age. Multivariate analysis revealed that male sex (odd ratio [OR]: 1.437, 95% confidence interval [CI]: 1.094-1.886), age (OR: 1.046, 95% CI: 1.036-1.057), and presence of DN (OR: 1.837, 95% CI: 1.322-2.552) were the risk factors associated with mortality. High serum calcium (OR: 0.585, 95% CI: 0.346-0.989), hemoglobin (OR: 0.974, 95% CI: 0.967-0.981), albumin (OR: 0.939, 95% CI: 0.915-0.963) levels, and dialysis with noncuffed catheter (OR: 0.165, 95% CI: 0.070-0.386) were protective factors based on a multivariate analysis.
CONCLUSIONSHemodialysis patients preceding death had lower hemoglobin, albumin, and serum calcium levels. Multivariate analysis showed that male sex, age, DN, low hemoglobin, low albumin, and low serum calcium were associated with death in hemodialysis patients.
Adult ; Aged ; China ; Female ; Humans ; Male ; Middle Aged ; Multivariate Analysis ; Renal Dialysis ; adverse effects ; mortality ; Retrospective Studies ; Risk Factors
4.Diagnostic Essentials of Solid Pseudopapillary Tumor of Pancreas on CT
chun Shao LIN ; yun Si HUANG ; Li HUANG ; nian Zhuang FANG ; jiang Jin LIN ; hua Xue LI
Journal of Sun Yat-sen University(Medical Sciences) 2017;38(6):916-920
[Objective]To discuss the CT diagnosis and differential diagnosis of solid pseudopapillary tumor of the pancreas (SPTP).[Methods]The CT findings of 20 patients with SPTP proved by surgically pathology were retrospectively analyzed and summa?rized.[Results]SPTP were composed of solid and cystic components with surrounding capsule resulting to clear demarcation between tumor and normal pancreas without dilation of pancreatic duct. The tumor parenchyma was slightly hyperenhancement on arterial phase and showed gradual enhancement on venous and delayed phase.[Conclusions]The CT findings of SPTP have relative specifici?ty and can contribute to early diagnosis and differential diagnosis of SPTP.
5.Prevalence, awareness, treatment, and control of hypertension in the non-dialysis chronic kidney disease patients.
Ying ZHENG ; Guang-Yan CAI ; Xiang-Mei CHEN ; Ping FU ; Jiang-Hua CHEN ; Xiao-Qiang DING ; Xue-Qing YU ; Hong-Li LIN ; Jian LIU ; Ru-Juan XIE ; Li-Ning WANG ; Zhao-Hui NI ; Fu-You LIU ; Ai-Ping YIN ; Chang-Ying XING ; Li WANG ; Wei SHI ; Jian-She LIU ; Ya-Ni HE ; Guo-Hua DING ; Wen-Ge LI ; Guang-Li WU ; Li-Ning MIAO ; Nan CHEN ; Zhen SU ; Chang-Lin MEI ; Jiu-Yang ZHAO ; Yong GU ; Yun-Kai BAI ; Hui-Min LUO ; Shan LIN ; Meng-Hua CHEN ; Li GONG ; Yi-Bin YANG ; Xiao-Ping YANG ; Ying LI ; Jian-Xin WAN ; Nian-Song WANG ; Hai-Ying LI ; Chun-Sheng XI ; Li HAO ; Yan XU ; Jing-Ai FANG ; Bi-Cheng LIU ; Rong-Shan LI ; Rong WANG ; Jing-Hong ZHANG ; Jian-Qin WANG ; Tan-Qi LOU ; Feng-Min SHAO ; Feng MEI ; Zhi-Hong LIU ; Wei-Jie YUAN ; Shi-Ren SUN ; Ling ZHANG ; Chun-Hua ZHOU ; Qin-Kai CHEN ; Shun-Lian JIA ; Zhi-Feng GONG ; Guang-Ju GUAN ; Tian XIA ; Liang-Bao ZHONG ; null
Chinese Medical Journal 2013;126(12):2276-2280
BACKGROUNDData on the epidemiology of hypertension in Chinese non-dialysis chronic kidney disease (CKD) patients are limited. The aim of the present study was to investigate the prevalence, awareness, treatment, and control of hypertension in the non-dialysis CKD patients through a nationwide, multicenter study in China.
METHODSThe survey was performed in 61 tertiary hospitals in 31 provinces, municipalities, and autonomous regions in China (except Hong Kong, Macao, and Taiwan). Trained physicians collected demographic and clinical data and measured blood pressure (BP) using a standardized protocol. Hypertension was defined as systolic BP ≥ 140 mmHg and/or diastolic BP ≥ 90 mmHg, and/or use of antihypertensive medications. BP < 140/90 mmHg and < 130/80 mmHg were used as the 2 thresholds of hypertension control. In multivariate logistic regression with adjustment for sex and age, we analyzed the association between CKD stages and uncontrolled hypertension in non-dialysis CKD patients.
RESULTSThe analysis included 8927 non-dialysis CKD patients. The prevalence, awareness, and treatment of hypertension in non-dialysis CKD patients were 67.3%, 85.8%, and 81.0%, respectively. Of hypertensive CKD patients, 33.1% and 14.1% had controlled BP to < 140/90 mmHg and < 130/80 mmHg, respectively. With successive CKD stages, the prevalence of hypertension in non-dialysis CKD patients increased, but the control of hypertension decreased (P < 0.001). When the threshold of BP < 130/80 mmHg was considered, the risk of uncontrolled hypertension in CKD 2, 3a, 3b, 4, and 5 stages increased 1.3, 1.4, 1.4, 2.5, and 4.0 times compared with CKD 1 stage, respectively (P < 0.05). Using the threshold of < 140/90 mmHg, the risk of uncontrolled hypertension increased in advanced stages (P < 0.05).
CONCLUSIONSThe prevalence of hypertension Chinese non-dialysis CKD patients was high, and the hypertension control was suboptimal. With successive CKD stages, the risk of uncontrolled hypertension increased.
Adult ; Aged ; Awareness ; Female ; Humans ; Hypertension ; complications ; epidemiology ; therapy ; Male ; Middle Aged ; Prevalence ; Renal Insufficiency, Chronic ; complications
6.Incidence and risk factors of coronary artery disease in elderly patients with abdominal aortic aneurysm
Yuan LIU ; Jian-Fang LUO ; Wen-Hui HUANG ; Hui-Yong WANG ; Nian-Jin XIE ; Rui-Xin FAN ; Shao-Hong MA ; Ji-Yan CHEN
Chinese Journal of Cardiology 2011;39(1):53-56
Objective To explore the prevalence of coronary artery disease and risk factors in patients with abdominal aortic aneurysm(AAA).MethodsCoronary angiography was performed immediately after abdominal angiography in 70 elderly(>50 years)consecutive patients with AAA. Medical history and imaging characteristics were evaluated. Results CAD was diagnosed in 63 patients(90. 0%)by coronary angiography: 20(28.6%)patients with single-vessel disease(SVD), 15(21.4%)with 2VD, 22(31.4%)with 3VD and 6(8. 6%)with left main disease + 3VD. Multi-variance logistic analysis showed that peripheral disease was the strongest predictor for CAD in AAA patients. Conclusion Coronary angiography should be performed in elderly AAA patients due to the high prevalence of CAD in this patient cohort.
7.Long-term immunogencity and effectiveness of live attenuated hepatitis A vaccine (H2-strain )-a study on the result of 15 years' follow up
Fang-Cheng ZHUANG ; Zi-An MAO ; Li-Min JIANG ; Jie WU ; Yue-Qing CHEN ; Qi JIANG ; Nian-Liang CHEN ; Shao-Ai CHAI ; Jiang-Sen MAO
Chinese Journal of Epidemiology 2010;31(12):1332-1335
Objective To evaluate the long-term immunogencity and effectiveness of live attenuated hepatitis A (HA) vaccine (H2 strain) after one dose injection, through a 15 years' follow up observation. Methods A total of 220 children with negative anti-HAV antibody (aged 1-3 y)were involved and followed up in Jiaojiang district, Taizhou city, Zhejiang province. Indicators would include seroconversion and geometric meantiter(GMT) levels after inoculation the vaccine with single dose at 2 m, 12 m, 6 years, 10 years and 15 years. Epidemiological observation was carried out within the 15 years to evaluate the relationship between vaccine coverage, the incidence of HA and the overall effectiveness. In the studied population, serum was tested by ELISA(calibrated by WHO international reference) and ABBOTT Axsym HAVAB mEIA. Results Seroconversion rates were found to be 98.6% and 81.3% after 2 months and 15 years of inoculation and slowly decreased. GMT level was 128 mIU/ml after 15 years, significantly higher than the required protective level of 20 mIU/ml,recommended by WHO experts. Effectiveness through the 15-year follow up program showed a significant correlation between vaccine coverage and incidence of HA in 1-15 years aged group (Kendall-Rank test, t =-0.931, P<0.01). There was no HA case seen among the observed accumulated 236 413 person-year vaccines, compared to 4 HA cases discovered in the 27 206 personyear of the non-vaccinees. The overall protective rate reached 100%. Through a mass vaccination program on children, the whole population established an immune-defence to enable the incidence of HA decreased by 96.7%. Conclusion The long-term immunogencity and effectiveness of live attenuated hepatitis A vaccine (H2 strain) after one dose injection could last as long as 15 years.
8.Endovascular repair for patients with DeBakey Ⅲaortic dissection
Jian-Fang LUO ; Yuan LIU ; Wen-Hui HUANG ; Rui-Xin FAN ; Shao-Hong MA ; Ke-Li HUANG ; Mei-Ping HUANG ; Shao-Hui SU ; Nian-Jin XIE
Chinese Journal of Cardiology 2008;36(2):132-136
Objective To investigate the clinical therapeutic effects of endovascular repair for patients with DeBakey Ⅲ aortic dissection.Methods From December 2002 to June 2007,endovascular TALENT stent-graft exclusion was performed in 75(65 males,mean age 54.4±12.6 years)patients with DeBakey Ⅲ aortic dissection(1 young woman due to Ehlers-Danlos syndrome,2 young men due to primary aldosteronism and trauma respectively).All patients were diagnosed by contrast enhanced computed tomography(CT)or MRI.Stent-grafts were deployed via femoral artery to exclude the tear of dissection.Aortic angiography was performed immediately after procedure.Results Eighty-one stent-grafts were installed in 75 patients successfully without operation related dissection.Endoleakage immediately after stent-graft deploying was evidenced in 25 patients and disappeared after stent placements(n=6)or balloon dilation (n=19).Two patients died from aortic rupture within 2 days after procedure.Iliac artery was torn in a female patient with Ehlers-Danlos syndrome,this patient developed hemorrhagic shock after stent-graft placement and recovered after anti-shock treatments and iliac artery replacement with synthetic artery.During the follow-up of 1-24 months,2 patients(including the woman with Ehlers-Danlos syndrome)suddenly died half a year after procedure.The remaining patients were alive and well.Repeat CT during follow up showed that reduced lumen size and thrombosis in the false lumen.There was no aortic rupture,endoleak and stent migration during the follow-up period except descending aortic dissection distal of the stent-graft in 1 patient 1 year after procedure and the patient were successfully treated surgically without complication.Conclusions Endovasular repair is a safe and effective treatment for patients with DeBakey Ⅲ aortic dissection,suitable for old patients with high risk of surgery.Ehlers-Danlos syndrome should be considered in young DeBakey Ⅲ aortic dissection patients without hypertension.Further studies are warranted on endovasular repair therapy for artery complication of Ehlers-Danlos syndrome.
9.Persistent efficacy of live attenuated hepatitis A vaccine (H2-strain) after a mass vaccination program.
Fang-cheng ZHUANG ; Wen QIAN ; Zi-an MAO ; Yue-ping GONG ; Qi JIANG ; Li-min JIANG ; Nian-liang CHEN ; Shao-ai CHAI ; Jiang-sen MAO
Chinese Medical Journal 2005;118(22):1851-1856
BACKGROUNDLive attenuated hepatitis A vaccine (H2 strain) is widely applied in prevention of hepatitis A epidemic in China and other countries now. It is essential to observe and confirm the vaccine immune efficacy, population antibody level and its persistent efficacy after mass immunization.
METHODSA total of 220 children with negative anti-HAV antibody (aged 1 - 3 years) were taken for follow-up assay to observe seroconversion and geometric mean titre (GMT) level 2 months, 12 months, 6 years, and 10 years after inoculation. Another survey sampled from subjects of different age groups (3, 6, 9, 15, 18, 25 and 35 years) to compare anti-HA antibody positive rate before and after inoculation performed 10 years previously. Epidemiological observations were taken for 10 years to evaluate the relationship between vaccine coverage and hepatitis A morbidity. Serum antibody to HAV was detected by enzyme linked immunoassay (ELISA, calibrated by WHO international reference) and ABBOTT Axsym HAVAB microparticle enzyme immunoassay.
RESULTSSeroconversion in follow-up assay 2 months and 10 years after inoculation was 98.6% and 80.2% respectively. For children, the vaccination anti-HA antibody positive rates were significantly different before and after 10 years, 7.69% cf 70.45% (aged 3 years) and 52.58% cf 71.78% (aged 18 years). When vaccine coverage rose from 57% to 74%, there were no any HA epidemics. When vaccine coverage reached 85%, there were no any HA cases. With vaccine coverage between 85% and 91%, there were no any HA cases in cohorts from the age of 1 year to 15 years during the 10 years.
CONCLUSIONSLive attenuated hepatitis A vaccine has an obvious long-term effectiveness in prevention and control of HA epidemics through mass vaccination.
Adolescent ; Adult ; Child ; Child, Preschool ; Enzyme-Linked Immunosorbent Assay ; Follow-Up Studies ; Hepatitis A ; prevention & control ; Hepatitis A Vaccines ; immunology ; Hepatitis Antibodies ; blood ; Humans ; Immunoglobulin G ; blood ; Mass Vaccination ; Vaccines, Attenuated ; immunology
10.Retrospective analysis of 934 nasopharyngeal carcinoma patients treated with conventional external beam radiotherapy alone.
Tai-xiang LU ; Chong ZHAO ; Shao-xiong WU ; Wei LUO ; Yong CHEN ; Fang-yun XIE ; Ming CHEN ; Xiang-fa ZENG ; Wei-han HU ; Xin-ping CAO ; Yun-fei XIA ; Xiu-fang LIU ; Nian-ji CUI
Chinese Journal of Oncology 2005;27(10):620-622
OBJECTIVETo analyze the clinical outcome of 934 primary nasopharyngeal carcinoma treated with conventional external beam radiotherapy alone.
METHODS34 patients were treated from Jan. 1, 1999 to Dec. 31, 1999. The radiation fields were delineated according to the CT/MRI imaging findings on disease extent. Two lateral opposing isocentric portals with customized blockings were used for the nasopharynx and upper neck. The dose delivered to tumor in the nasopharynx was 68-70 Gy/2 Gy fraction/7 weeks. The doses delivered to the neck was 60-70 Gy/6-7 weeks for patients with positive lymph nodes and 50 Gy/5 weeks for the patients with negative lymph node.
RESULTSThe 1-, 2-, 3- and 4-year overall survival rate (OS) was 89.5%, 81.9%, 78.1% and 75.7%, and metastasis-free survival rate (MFS) was 84.0%, 77.2%, 74.4% and 72.0%, respectively. The 1-, 2-, 3- and 4-year disease-free survival rate (DFS) was 80.8%, 73.1%, 68.5% and 65.1%, and the relapse-free survival rate (RFS) was 95.5%, 92.7%, 90.3% and 87.3%, respectively. The overall failure rate was 30.9% (289/934). At the end of the radiotherapeutic course, the percentage of residual disease was 14.6%. The 4-year loco-regional recurrence and distant metastasis rates after radiotherapy were 7.2% and 9.2% with a median time of 19.3 months and 12.8 months.
CONCLUSIONIt may be helpful to improve radiotherapy curative effect when the target is individually designed through improving irradiation technique according to CT/MRI findings and by shortening the overall course time, enhancing irradiation dose and strictly implementing QA/QC measures.
Adolescent ; Adult ; Aged ; Carcinoma, Squamous Cell ; diagnostic imaging ; radiotherapy ; Female ; Humans ; Magnetic Resonance Imaging ; Male ; Middle Aged ; Nasopharyngeal Neoplasms ; diagnostic imaging ; radiotherapy ; Radiotherapy Dosage ; Retrospective Studies ; Survival Analysis ; Tomography, X-Ray Computed ; Treatment Outcome

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