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Visual question answering(VQA) is a multi-modal task that combines computer vision and natural language proces-sing,which is extremely challenging.However,the current VQA model is often misled by the apparent correlation in the data,and the output of the model is directly guided by language bias.Many previous researches focus on solving language bias and assisting the model via counterfactual sample methods.These studies,however,ignore the prediction information and the difference between key features and non-key features in counterfactual samples.The proposed model can distinguish the difference between the original sample,the factual sample and the counterfactual sample.In view of this,this paper proposes a paradigm of contrastive learning based on counterfactual samples.By comparing these three samples in terms of feature gaps and prediction gaps,the VQA model has been significantly improved in its robustness.Compared with CL-VQA method,the overall precision,average precision and Num index of this method improves by 0.19%,0.89% and 2.6% respectively.Compared with the CSSVQA method,the Gap of the proposed method decrease to 0.45 from 0.96.

Reading text with a camera can help the computer understand the text content.However,due to the limited field of view of the camera and the complexity of Chinese text recognition,it is sometimes difficult for the computer to read complete text content from a single text image with the camera.Thus,we define the cross-image text reading task,which aims to read the complete text content of a pair of overlapping text images.For the cross-image text reading task,we propose the cross-image text reading method via text line matching.We first adopt a text detection network to crop text lines.Then,we design the text line matching network with the multi-head self-attention mechanism to predict the matching relationships of text lines.Finally,the editing-based text reading network is proposed to remove overlapping texts and read complete text content.We also construct the cross-image Chinese text reading(CCTR) dataset for training and evaluation.Experiment results on CCTR dataset demonstrate that the proposed method achieves higher reading performance than the pixel-level stitching and recognition methods,which proves the superiority of the proposed method.

Abstract Background Latent membrane protein (LMP) 1 and LMP2A encoded by Epstein-Barr virus (EBV) are associated with the development of malignancies, but their expression in extranodal NK/T-cell lymphoma, nasal type (ENKTL) and the relationship with clinical characteristics of this disease remain poorly understood. In the present study, we examined the expression of LMP1 and LMP2A in ENKTL, and investigated the correlations between LMP1 and LMP2A expression with clinicopathological characteristics of ENKTL patients. Methods Paraffin sections of surgically removed samples from 16 ENKTL patients were analyzed by immunohistochemistry and the related clinicopathological data were collected and analyzed. Results Elevated expression (immunohistochemistry score ≥ 4) of LMP1 and LMP2A was detected in the tumor cells of ENKTL. High LMP1 expression was associated with positive B symptoms (p = 0.012), while high LMP2A expression was related to gender (p = 0.029). The expression of both LMP1 and LMP2A showed significant correlations with patients’ overall survival (p = 0.049, p = 0.036). Conclusion LMP1 and LMP2A may be prognostic indicators of survival in patients with ENKTL. Virtual slides http://www.diagnosticpathology.diagnomx.eu/vs/2443352538545899

Purpose: To preliminarily evaluate the clinical efficacy and safety of drug-eluting bead transarterial chemoembolization (DEB-TACE) for unresectable soft tissue sarcoma refractory to systemic chemotherapy. Methods: Ten patients with refractory sarcoma who underwent DEB-TACE therapy between January 2015 and January 2017 were identified. Clinical information and radiological data were retrospectively collected to analyze tumor response, overall survival (OS), progression-free survival and adverse events (AEs). Tumor response to DEB-TACE was assessed with modified Response Evaluation Criteria in Solid Tumors (mRECIST) guidelines applied to computed tomography or magnetic resonance imaging. Results: All DEB-TACE procedures were successfully performed for ten patients with 15 tumor lesions. The median follow-up duration was 19 months and the median survival time was 21 months (range 11-30 months). The 1- and 2-year OS rate was 90 and 30%, respectively. According to the guidance of mRECIST, complete response, partial response, stable disease and progressive disease were noted in zero (0%), three (30%), four (40%) and three (30%) patients, respectively. The disease control rate and objective response rate was 70 and 30%, respectively. There were no serious AEs in patients after DEB-TACE. Conclusions: Our data showed that DEB-TACE was effective and safe for patients with soft tissue sarcoma. Therefore, DEB-TACE can be considered as an alternative treatment option for unresectable soft tissue sarcoma refractory to conventionally systemic chemotherapy. [ABSTRACT FROM AUTHOR]

Different fineness of lycra core-spun yarn and polyester core-spun yarn were woven on sample loom without weft in three kinds of different weft density. Yarn breaking strength, breaking elongation, breaking strength decline rate, breaking elongation decline rate and the appearance of yarn are tested and analyzed. The results show that, with the weft density increased, the breaking strength reduced and the breaking strength decline, rate, breaking elongation decline rate increased. The structure of yarn become loose, tightness decreased and hairiness increased. In the condition of the same weft and warp density for different of the linear density, the smaller the liner density is, the change of the structure of core-spun yarn is smaller. [ABSTRACT FROM AUTHOR]

Objective: To investigate the effect of modified Vattikuti Institute prostatectomy (mVIP) in the treatment of localized PCa., Methods: This retrospective study included 50 cases of localized PCa treated by mVIP and another 50 by robot-assisted radical prostatectomy (RARP) from March 2018 to April 2019. We analyzed the baseline data, the surgical techniques used and the results of short-term follow-up., Results: All the operations were completed successfully without conversion to open surgery. The mVIP group, compared with the RARP, showed longer operation time (［90.35 ± 24.22］ vs ［84.46 ± 19.18］ min, P > 0.05), more intraoperative blood loss (［220.00 ± 15.10］ vs ［215.00 ± 15.10］ ml, P > 0.05), shorter postoperative hospital stay (［5.75 ± 1.45］ vs ［6.20 ± 1.50］ d, P > 0.05), and higher rates of positive surgical margins (22.00% vs 14.00%, P > 0.05) and urinary continence at 1 month (76%vs 22%,P < 0.05), 6 months (84% vs 79%, P > 0.05) and 12 months after surgery (96% vs 94%, P > 0.05)., Conclusions: Modified VIP can better preserve the lateral and posterolateral prostatic fascial tissue in the treatment of localized PCa and therefore significantly promote the recovery of urinary continence after surgery.

This study was designed to define possible preoperative predictors of positive surgical margin after laparoscopic radical prostatectomy. We retrospectively analyzed the records of 296 patients with prostate cancer diagnosed by prostate biopsy, and eventually treated with laparoscopic radical prostatectomy. The prognostic impact of age, prostate volume, preoperative prostate-specific antigen, biopsy Gleason score, maximum percentage tumor per core, number of positive cores, biopsy perineural invasion, capsule invasion on imaging, and tumor laterality on surgical margin was assessed. The overall positive surgical margin rate was 29.1%. Gleason score, number of positive cores, perineural invasion, tumor laterality in the biopsy specimen, and prostate volume significantly correlated with risk of positive surgical margin by univariate analysis (P < 0.05). Gleason score (odds ratio [OR] = 2.286, 95% confidence interval [95% CI] = 1.431-3.653, P = 0.001), perineural invasion (OR = 4.961, 95% CI = 2.656-9.270, P < 0.001), and number of positive cores (OR = 4.403, 95% CI = 1.878-10.325, P = 0.001) were independent predictors of positive surgical margin at the multivariable logistic regression analysis. Patients with perineural invasion, higher biopsy Gleason scores and/or a large number of positive cores in biopsy pathology had more possibility of capsule invasion. The positive surgical margin rate in patients with capsule invasion (49.5%) was much higher than that with localized disease (17.8%). In contrast, prostate volume showed a protective effect against positive surgical margin (OR = 0.572, 95% CI = 0.346-0.945, P = 0.029). Gleason score, perineural invasion, and number of positive cores in the biopsy specimen were preoperative independent predictors of positive surgical margin after laparoscopic radical prostatectomy while prostate volume was a protective factor against positive surgical margin.

Objective: To investigate the application of Retzius-sparing robot-assisted radical prostatectomy (RS-RARP) in the treatment of early-stage prostate cancer., Methods: We retrospectively analyzed the clinical data about 10 cases of early-stage prostate cancer treated by RS-RARP with the Da Vinci Robot Surgical System from September to October 2016., Results: All the operations were successfully completed without positive surgical margins. The operation time was 170－250 min (［196±25］ min), the intraoperative blood loss was 150－500 ml (［260±128］ ml), the postoperative hospital stay was 6－7 days, and the catheterization time was 14 days. Urinary continence occurred after catheter removal in 1 patient and was recovered 1 month later., Conclusions: RS-RARP is a safe, effective and reliable method for the treatment of prostate cancer and conducive to the early recovery of urinary continence.

Aim: To analyze prognostic factors for survival after transarterial chemoembolization (TACE) combined with microwave ablation (MWA) for hepatocellular carcinoma (HCC)., Methods: Clinical data of 86 patients who underwent TACE combined with MWA between January 2006 and December 2013 were retrospectively analyzed in this study. Survival curves were detected using log-rank test. Univariate analysis was performed using log-rank test with respect to 13 prognostic factors affecting survival. All statistically significant prognostic factors identified by univariate analysis were entered into a Cox proportion hazards regression model to identify independent predictors of survival. P values were two-sided and P < 0.05 was considered statistically significant., Results: Median follow-up time was 47.6 mo, and median survival time of enrolled patients was 21.5 mo. The 1-, 2-, 3- and 5-year overall survival rates were 72.1%, 44.1%, 31.4% and 13.9%, respectively. Tumor size(χ(2) = 14.999, P = 0.000), Barcelona Clinic Liver Cancer (BCLC) stage (χ(2) = 29.765, P = 0.000), Child-Pugh class (χ(2) = 51.820, P = 0.000), portal vein tumor thrombus (PVTT) (χ(2) = 43.086, P = 0.000), arterio-venous fistula (χ(2) = 29.791, P = 0.000), MWA therapy times (χ(2) = 12.920, P = 0.002), Eastern Cooperative Oncology Group (ECOG) score (χ(2) = 28.660, P = 0.000) and targeted drug usage (χ(2) = 10.901, P = 0.001) were found to be significantly associated with overall survival by univariate analysis. Multivariate analysis identified that tumor size (95%CI: 1.608-4.962, P = 0.000), BCLC stage (95%CI: 1.016-2.208, P = 0.020), PVTT (95%CI: 2.062-9.068, P = 0.000), MWA therapy times (95%CI: 0.402-0.745, P = 0.000), ECOG score (95%CI: 1.012-3.053, P = 0.045) and targeted drug usage (95%CI: 1.335-3.143, P = 0.001) were independent prognostic factors associated with overall survival., Conclusion: Superior performance status, MWA treatment and targeted drug were favorable factors, and large HCC, PVTT and advanced BCLC stage were risk factors for survival after TACE-MWA for HCC.

Aim: To compare conventional transarterial chemoembolization (c-TACE) with microsphere embolization in hepatocellular carcinoma (HCC)., Methods: We searched PubMed, Medline, Embase and the Cochrane Library for trials assessing the efficacy and safety of c-TACE in comparison with those of yttrium-90 microsphere or drug-eluting bead embolization from January 2004 to December 2013. Overall survival rate (OSR), tumor response [complete response, partial response (PR), stable disease (SD), progressive disease (PD)], α-fetoprotein (AFP) response, progression rate and complications were compared and analyzed. Pooled ORs with 95%CI were calculated using either the fixed-effects model or random-effects model. All statistical analyses were conducted using the Review Manager (version 5.1.) from the Cochrane collaboration., Results: Thirteen trials were identified, including a total of 1834 patients; 1233 were treated with c-TACE, 377 underwent yttrium-90 microsphere embolization and 224 underwent drug-eluting bead embolization. The meta-analysis with either the random-effects model or fixed-effects model indicated that microsphere embolization was associated with significantly higher OSRs compared with those of c-TACE (OR(1-year) = 1.38, 95%CI(1-year): 1.05-1.82; OR(2-year) = 2.88, 95%CI(2-year): 1.18-7.05; OR(3-year) = 2.15, 95%CI(3-year): 1.18-3.91). The complete tumor response rates of patients who underwent microspheres embolization were significantly higher than those of patients treated with c-TACE (OR = 2.19, 95%CI: 1.31-3.64). The tumor progression rate after microsphere embolization was markedly lower than that after c-TACE (OR = 0.56, 95%CI: 0.39-0.81). There was no significant difference between microsphere embolization and c-TACE in PR (OR = 0.73, 95%CI: 0.47-1.15), SD (OR = 1.07, 95%CI: 0.79-1.44), PD (OR = 0.75, 95%CI: 0.33-1.68), AFP response (OR = 1.38, 95%CI: 0.64-2.94) and complications (OR = 0.68, 95%CI: 0.46-1.00)., Conclusion: Our analysis indicated that microsphere embolization was associated with superior survival and treatment response in comparison with c-TACE in the treatment of patients with HCC.

Background/aims: To evaluate the curative effect and clinical application of hepatic arterial infusion (HAI) chemotherapy combined with endogenetic field tumor hyperthermia (EFTH) in patients with hilar cholangiocarcinoma., Methodology: Nine patients with unresectable hilar cholangiocarcinoma were enrolled. They were first treated with HAI using gemcitabine, and then carboplatin was continuously infused intra-arterially whereas EFTH was applied to the hilar region for 60 min. After hyperthermia, 5-fluorouracil was administered intra-arterially for three days. The same dose of gemcitabine was administered intravenously on Day 8. The side effects, tumor markers, tumor response and overall survival (OS) were observed and assessed., Results: Nine patients underwent 27 cycles of the combination therapy. Of the nine patients, five patients achieved complete remission and they are still alive, and four died. Of the four patients who died, two achieved partial remission, one had stable disease, and one had progressive disease. The tumor markers decreased at varied degrees among the seven patients. The overall response rate was 77.78% (7/9), and the disease control rate was 88.89% (8/9). The treatment had no severe side effects and complications, including grade 3/4 hematological toxicities., Conclusions: HAI chemotherapy combined with EFTH is safe, minimally invasive, and well tolerated.

Aim: To compare radiofrequency ablation (RFA) and transcatheter arterial chemoembolization (TACE) with RFA monotherapy in hepatocellular carcinoma (HCC)., Methods: We searched PubMed, Medline, Embase and Chinese databases (CBMdisc and Wanfang data) for randomized controlled trails comparing RFA plus TACE and RFA alone for treatment of HCC from January 2000 to December 2012. The overall survival rate, recurrence-free survival rate, tumor progression rate, and safety were analyzed and compared. The analysis was conducted on dichotomous outcomes and the standard meta-analytical techniques were used. Pooled odds ratios (ORs) with 95%CIs were calculated using either the fixed-effects or random-effects model. For each meta-analysis, the χ(2) and I(2) tests were first calculated to assess the heterogeneity of the included trials. For P < 0.05 and I(2) > 50%, the assumption of homogeneity was deemed invalid, and the random-effects model was used; otherwise, data were assessed using the fixed-effects model. All statistical analysis was conducted using Review manager (version 4.2.2.) from the Cochrane collaboration., Results: Eight randomized controlled trials were identified as eligible for inclusion in this analysis and included 598 patients with 306 treated with RFA plus TACE and 292 with RFA alone. Our data analysis indicated that RFA plus TACE was associated a significantly higher overall survival rate (OR1-year = 2.96, 95%CI: 1.84-7.74, P < 0.001; OR2-year = 3.72, 95%CI: 1.24-11.16, P = 0.02; OR3-year = 2.65, 95%CI: 1.81-3.86, P < 0.001) and recurrence-free survival rate (OR3-year = 3.00, 95%CI: 1.75-5.13, P < 0.001; OR5-year = 2.26, 95%CI: 1.43-3.57, P = 0.0004) vs that of RFA alone. The tumor progression rate in patients treated with RFA alone was higher than that of RFA plus TACE (OR = 0.60, 95%CI: 0.42-0.88, P = 0.008) and there was no significant difference on major complications between two different kinds of treatment (OR = 1.20, 95%CI: 0.31-4.62, P = 0.79). Additionally, the meta-analysis data of subgroups revealed that the survival rate was significantly higher in patients with intermediate- and large-size HCC underwent RFA plus TACE than in those underwent RFA monotherapy; however, there was no significant difference between RFA plus TACE and RFA on survival rate for small HCC., Conclusion: The combination of RFA with TACE has advantages in improving overall survival rate, and provides better prognosis for patients with intermediate- and large-size HCC.

Objective: To investigate the safety and clinical efficacy of uterime artery chemoembolization in postpartum hemorrhage (PPH) caused by abnormal placental implantation., Methods: Between December 2006 and September 2009, there were 23 cases of abnormal placental implantation with PPH in our hospital, among which 9 presented with continuous small amount of vaginal bleeding and 14 with acute excessive bleeding. The average bleeding time was (8+/-6) d and the mean blood loss was (980+/-660) ml. Abnormal placental implantation was confirmed by color Doppler ultrasound (CD-US) in all cases, the internal iliac artery angiography was performed to identify the uterine artery and bilateral uterine artery chemoembolization (UACE) with methotrexate (MTX) and gelfoam particles to the distal end of uterine artery was conducted after. CD-US rechecked all patients within 48 h after UACE and those patients with blurred margins between placenta and uterus and abnormal blood flow (>1 cmx1 cm) received ultrasonic-guided per vagina MTX multipoint injections. All cases were followed up for 3-26 months (average 12 months) to observe vaginal bleeding, placenta tissue discharge, serum human chorionic gonadotropin (hCG), uterine involution, menses, and side-effects or complications., Results: (1) Curative effect: These 23 cases underwent 24 procedures of UACE successfully and vaginal bleeding ceased at an average of (3.5+/-1.3) min after UACE. Reduced blood flow in the placental implantation area was detected under CD-US after UACE. Among the 23 patients, wterine curettage was required in 16 cases due to retained placenta tissues with the mean blood loss of (40+/-28) ml during the operation, 2 underwent subtotal hysterectomy and confirmed to be placenta percreta by pathology examination, and placenta tissues were spontaneously discharged completely in 5 cases. Totally, 91% of the patients (21/23) reserved their uterus. (2) FOLLOW-UP: the serum hCG reduced to normal within 1-13 d after the placenta tissue were evacuated. Regular menstruation returned within 2-3 months in those patients who reserved uterus and normal size uterus was found under sonography at 3 months. No severe complication was reported except for some post embolization syndrome, such as pelvic pain or fever., Conclusions: UACE, combined with ultrasonic-guided transvaginal MTX injection, is a safe, minimal invasive and quick hemostatic procedure in treatment of abnormal placental implantation with PPH, and allows the preservation of uterus possible. CD-US is helpful in evaluation of the blood flow changes before and after UACE in abnormal placental implantation patients.

Background & Objective: Focal nodular hyperplasia (FNH) is a rare benign hepatic tumor and its imaging diagnosis remains difficult. This study was to analyze dynamic contrast-enhanced MR imaging and digital subtraction angiography (DSA) manifestation of FNH, and to improve the diagnostic accuracy of FNH., Methods: The MRI and DSA imaging data of 30 patients with FNH proved by pathology were reviewed. Conventional contrast-enhanced MRI was completed in 11 patients; dynamic contrast-enhanced MRI was completed in 15 patients. DSA was completed in 10 patients., Results: On dynamic contrast-enhanced MRI scan, 18 lesions in 15 patients showed obvious enhancement at arterial phase and prolonged enhancement at delayed phase. Central scars were found in 11 lesions, and showed enhancement since portal vein phase till delayed phase. The time-signal intensity curves of the 18 lesions were ascended rapidly at arterial phase, and descended slowly at portal vein phase and delayed phase. On DSA examination, 13 lesions in the ten patients showed dilated feeding arteries, and radiate feeding arterial branches were seen in eight lesions., Conclusions: Dynamic contrast-enhanced MRI can fully show abnormal signal of the central scar of FNH. The time-signal intensity curve of FNH ascends rapidly and descends slowly. On DSA imaging, the feeding arteries of FNH spread radially. Dynamic contrast-enhanced MRI and DSA could improve the diagnostic accuracy of FNH.

Background & Objective: Advanced pancreatic cancer is mainly treated by chemotherapy with poor prognosis. This study was designed to evaluate clinical efficacy and application of selective continuous transarterial infusion chemotherapy in treating patients with advanced pancreatic cancer., Methods: Twenty patients with advanced pancreatic cancer were treated by selective continuous transarterial infusion chemotherapy. The interventional treatment was performed with Seldinger technique,12 patients received percutaneous femoral artery cannulization and catheter retention, 8 received percutaneous left subclavian artery port-catheter system implantation. Chemotheraputic drugs were continuously infused when the catheter was selectively placed in turner feeding artery. Nine patients were treated with pirarubicin (THP)/adriamycin (ADM) plus hydroxycamptothecin (HCPT),and 5-fluorouracil (5-FU)/calcium folinate (CF) regimen,and 11 were treated with gemcitabine (GEM) plus carboplatin (CBP),and 5-FU/CF regimen. Treatment regimens were repeated every 4-6 weeks with each cycle of 4 days. Tumor response rate,clinical benefit response (CBR),and survival time were observed., Results: Objective response rate was 10% with 1 case of complete remission (CR), and 1 case of partial remission (PR), CBR was 70% (14/20), 6-,and 9-month survival rates were 58.8%,and 39.2%. Median survival time for all patients was 8.8 months. No complication related to cannulization was found., Conclusion: Selective continuous transarterial infusion chemotherapy is safe,and has good efficacy in treating patients with advanced pancreatic cancer, it may prolong survival time of patients.