ObjectiveTo summarize the treatment of a patient with congenital portosystemic shunt (CPS) complicated with hepatic focal nodular hyperplasia (FNH), and to explore the feasibility and safety of combined laparoscopy and interventional radiology therapy at the same time.MethodsThe clinicopathological data of a patient with CPS complicated with hepatic FNH who admitted to West China Hospital of Sichuan University in March 2019 was retrospectively analyzed.ResultsThe patient underwent laparoscopic liver nodule resection and digital subtraction angiography (DSA) guided jugular portal portosystemic shunt fistula embolization. The laparoscopic surgery operation time was 180 min and the intraoperative blood loss was 50 mL, and for interventional procedure was 230 min and 10 mL respectively. There were no complications after operation and the patient was successfully discharged on the 8th day after surgery. The patient was followed up for six months and in good condition.ConclusionsCPS patient should develop individualized treatment under the discussion of multidisciplinary cooperation group. The combination of laparoscopy and interventional technique can be minimally invasive and efficient to solve portal vein-avitary shunt fistula and benign hepatic nodules at the same time.
ObjectiveTo evaluate the safety and efficacy of second central venous catheterization in tunnel cuffed dialysis catheter (TCC) dysfunction with fibrin sheath.MethodA total of 14 maintenance hemodialysis patients who required second central venous catheterization were enrolled in West China Hospital of Sichuan University from June 2016 to June 2017 and the clinical information and procedure-related complications were recorded.ResultsAll of the 14 patients were successfully performed with second central venous catheterization, of whom 4 cases had superior vena cava cannulation, 7 cases had right brachiocephalic vein cannulation, 2 cases had internal jugular vein cannulation, and 1 case had external jugular vein cannulation. No procedure-related major complication occurred. During the follow-up, catheter malfunction occurred in 2 cases, which improved by urokinase seal and catheter change, respectively. The rest patients’ catheter function remained normal.ConclusionsWith increasing difficult to construction and maintenance of vascular access, preservation of central vein resource is of high importance. For patients with TCC dysfunction with fibrin sheath, second central venous catheterization based on percutaneous brachiocephalic vein or superior vena cava cannulation is a safe and effective method to establish the lifeline for hemodialysis patients.
Objective To analyze relevant literatures of three-dimensional (3D ) imaging in liver using bibiometric analysis, and to provide a current status and hotspot in this filed in future for liver surgeon. Methods The bibliographies of liver 3D imaging from November 2007 to November 2017 in the PubMed database were downloaded. The publication years, journals, the first authors, and the frequency of subject headings+subheadings were extracted by Bicomb 2.0 software. The subject headings+subheadings appeared more than 10 times were intercepted as high frequency ones, then created the high frequency subject headings+subheadings co-occurrence matrix. SPSS 22.0 software was applied for clustering analysis with this matrix to get the topic hotspot. Results A total of 269 literatures were screened out. The research in this field reached its peak in 2016. The core area of journals contained 12 journals. There were 6 authors published at least 3 relevant literatures. The number of high frequency subject headings+subheadings was 16. The research hotspot of liver 3D imaging was precise liver surgery. Conclusion Research hotspot of application of 3D imaging in liver is precise liver surgery in recent 10 years.
Objective To explore a new rotation training mode suitable for residency standardized non-professional radiological trainees in radiology department, so as to improve the training quality. Methods The residency standardized non-professional radiological trainees who rotated in the Department of Radiology, West China Hospital, Sichuan University between June 2021 and January 2022 were retrospectively included as the research objects. According to the training mode, they were divided into traditional training mode group and innovative training mode group. The training results of the two groups were compared by taking process assessment, final examination and final score as evaluation indicators. Results Finally, 122 residents were included, including 45 in the traditional training model group and 77 in the innovative training model group. There was no significant difference in gender, major, identity and grade between the two groups (P>0.05). There was no significant difference between the two groups in the first film reading skill examination and their usual homework performance (P>0.05). The score of the second film reading skill examination [15 (14, 16) vs. 12 (11, 13)], the score of the final examination [34 (31, 36) vs. 29 (25, 31)] and the final score [80 (76, 83) vs. 71 (67, 74)] in the innovative training mode group were better than those in the traditional training mode group (P<0.05). Conclusion The innovative training mode of online teaching platform combined with offline teaching can improve the training effect of residency standardized non-professional radiological trainees in radiology department.
ObjectiveTo develop a multimodal recurrence prediction model for stage I NSCLC by integrating radiomics, genomics, and clinical data through hierarchical feature engineering and cross-omics interaction algorithms.MethodsThis study pioneered a hierarchical multimodal integration framework, synergizing radiomics (2 265 nodule features), genomics (116 whole-exome sequencing profiles), and clinical data from 323 stage I NSCLC patients. A two-stage feature engineering pipeline (correlation analysis + Random Forest selection) optimized discriminative features, and a cross-omics interaction algorithm dynamically quantified spatial associations between imaging phenotypes and genomic alterations. ResultsSingle-modality model performance: The radiomics model (XGBoost, AUC=0.896±0.088) demonstrated the best predictive efficacy among single-modality models, significantly outperforming the genomics-based model (Random Forest, AUC=0.644±0.196) and the clinical model (Random Forest, AUC=0.742±0.160). Dual-modality model performance: The radiomics-genomics integrated model achieved the best performance (XGBoost, AUC=0.942±0.077) among dual-modality models, superior to the radiomics-clinical model (XGBoost, AUC=0.929±0.086) and the genomics-clinical model (Random Forest, AUC=0.733±0.164).Trimodal integration performance: The trimodal model integrating radiomics, genomics, and clinical data achieved the peak performance (XGBoost, AUC=0.971±0.082), which was significantly better than all single-modality and dual-modality benchmarks.ConclusionsThis work establishes a methodological framework for predicting postoperative recurrence in stage I NSCLC through multimodal feature integration guided by domain-specific machine learning. Its superior performance highlights the advantage of multimodal integration, offering actionable insights for personalized surveillance strategies.
Objective To explore predictive value of radiological indexes for hemorrhage in patients with portal hypertension. Methods The clinical data and radiological data of patients with portal hypertension accompanied with hepatitis B from June 2008 to June 2014 in the Nanjing Drum Tower Hospital were analyzed retrospectively. Patients with hepatocellular carcinoma, portal vein thrombosis, or portal hypertension due to other causes, such as autoimmune hepatitis, pancreatitis, or hematological diseases were excluded. Results Ninety-eight patients were studied and subsequently divided into a hemorrhage group (n=57) and a non-hemorrhage group (n=41). There were no statistical differences in the clinical indexes such as the age, prothrombin time, serum albumin, serum creatinine, serum sodium, white blood cell count, and blood platelet count (P>0.05). However, the differences were statistically significant in the serum total bilirubin, hemoglobin, and liver function with theP values of 0.023, 0.000, and 0.039, respectively. For the radiological indexes, the hemorrhage was correlated with the diameter of posterior gastric vein (P=0.028 3) or grading of esophageal varices (P=0.022 1). Logistic procedure was used to construct the model with stepwise selection and finally the diameter of inferior mesenteric vein, diameter of posterior gastric vein, grading of esophageal varices, and diameter of short gastric vein were enrolled into this model. These indexes were scored, the risk of bleeding increased with increasing the points. Then the model was validated with 26 patients with portal hypertension from July 2014 to December 2014, the area under the receiver operating characteristic curve was 0.884 9 by this radiological model. Conclusions A radiological scoring model is constructed including diameter of inferior mesenteric vein, grading of esophageal varices, diameter of posterior gastric vein, and diameter of short gastric vein, which might predict risk of hemorrhage in patients with portal hypertension. However, further protective study of large sample is needed to validate this model.
Interventional radiology (IR) has developed rapidly since its introduction into our country. More and more patients choose this minimally invasive procedure for treatment, but the incidence of infectious complications and potential mortality following IR procedures should not be underestimated. As the number and breadth of IR procedures grow, it becomes increasingly evident that interventional radiologists and infection control practitioners must possess a thorough understanding of these potential infectious complications and put more emphasis on the quality of care, so as to control the infections and expenses, and maximize the patient safety. This article reviews infectious complications associated with percutaneous ablation of liver tumors, transarterial embolization of liver tumors, percutaneous transhepatic cholangial drainage, and intravascular stents or grafts. Emphasis is placed on incidence, risk factors, and prevention. With the use of these strategies, IR procedures can be performed with reduced risk of infectious complications.
ObjectiveTo investigate the predictive value of preoperative radiological features on spread through air spaces (STAS) in stage cⅠA lung adenocarcinoma with predominant ground-glass opacity, and to provide a basis for the selection of surgical methods for these patients.MethodsThe clinical data of 768 patients with stage cⅠA lung adenocarcinoma undergoing operation in our hospital from 2017 to 2018 were reviewed, and 333 early stage lung adenocarcinoma patients with predominant ground-glass opacity were selected. There were 92 males and 241 females, with an average age of 57.0±10.0 years. Statistical analysis was performed using SPSS 22.0.ResultsSTAS-positive patients were mostly invasive adenocarcinoma (P=0.037), and had more micropapillary component (P<0.001) and more epidermal growth factor receptor (EGFR) gene mutations (P=0.020). There were no statistically significant differences between the STAS-positive and STAS-negative patients in other clinicopathological features. Univariate analysis showed that the maximum diameter of tumor in lung window (P=0.029), roundness (P=0.035), maximum diameter of solid tumor component in lung window (P<0.001), consolidation/tumor ratio (CTR, P<0.001), maximum area of the tumor in mediastinum window (P=0.001), tumor disappearance ratio (TDR, P<0.001), average CT value (P=0.001) and lobulation sign (P=0.038) were risk factors for STAS positive. Multivariate logistic regression analysis showed that the CTR was an independent predictor of STAS (OR=1.05, 95%CI 1.02 to 1.07, P<0.001), and the area under the receiver operating characteristic (ROC) curve was 0.71 (95%CI 0.58 to 0.85, P=0.002). When the cutoff value was 19%, the sensitivity of predicting STAS was 66.7%, and the specificity was 75.2%.ConclusionCTR is a good radiological feature to predict the occurrence of STAS in early lung adenocarcinoma with predominant ground-glass opacity. For the stagecⅠA lung adenocarcinoma with predominant?ground-glass opacity and CTR ≥19%, the possibility of STAS positive is greater, and sublobar resection needs to be carefully considered.
ObjectiveTo investigate the value of computer assisted radiology and surgery solutions system (IQQA-Liver) in surgical planning for precise hepatectomy. MethodsThe clinical data of 95 cases performed precise hepatec-tomy from January 1, 2012 to June 30, 2013 in our hospital were retrospectively analyzed, and the computer assisted radiology and surgery solutions system was used for three dimensional quantitative analysis, volume measurement and designing for liver resection in all the cases before operation. ResultsThe intuitive and clear three dimensional images of all the 95 cases were obtained by using the computer assisted radiology and surgery solutions system, which could show the precise anatomical relationship of the liver, tumor, and main hepatic vascular.The three dimensional images could be observed at any angle and rotated freely, and could show the involved and needed to be resected vascular away from the tumor margin for 2 mm, 5 mm, 10 mm, and 20 mm and the liver volume dominated by this vascular.Of all the 95 cases, the total liver volume was (1 776.4±998.5) cm3, the proposed removed liver volume was (1 026.2±811.5) cm3, the functional residual liver volume was (795.3±522.6) cm3.The ratio of functional residual liver volume to the standard total liver volume was (58.2±25.1)%, which the ratio of patients without cirrhosis was > 30% and with cirrhosis was > 40%.All the 95 cases were implemented precise operation.The operation plan was designed based on a combination of factors such as the amount of functional residual liver volume and function.The surgery programs were changed for 13 cases, in which 9 cases were narrowed the scope of resection and 4 cases were expanded the scope of resection.No patients died perioperation. ConclusionBy using the computer assisted radiology and surgery solutions system (IQQA-Liver), we could precisely locate liver tumor, calculate the functional residual liver volume, identify the relationship between tumor and adjacent vascular, and ultimately help to design the optimal surgical plan.
Objective To explore the application of the GPT-4 large language model in simplifying lung cancer radiology reports to enhance patient comprehension and doctor–patient communication efficiency. Methods A total of 362 radiology reports of non-small cell lung cancer (NSCLC) patients were collected from two hospitals between September and December 2024. Interpretive radiology reports (IRRs) were generated using GPT-4. Original reports (ORRs) and IRRs were compared through radiologist consistency evaluation and volunteer-based assessments of reading time, comprehension scores, and simulated communication duration. Results The average word count of ORRs was (459.83±55.76) words, compared with (625.42±41.59) words for IRRs (P<0.001). No significant differences were observed in expert consistency scores between ORRs and IRRs across dimensions of image interpretation accuracy, report detail completeness, explanatory depth and insight, and clinical practicality. Compared with reading ORRs, volunteers (simulated patient) read IRRs with shorter time [(346.88±29.15) s versus (409.01 ±102.40) s], with higher comprehension scores [(7.83±1.04) points versus (5.53±0.94) points] and shorter doctor-patient communication times [(317.31±57.81) s versus (714.20±56.67) s]. All differences were statistically significant (all P<0.001). Conclusion GPT-4 generated IRRs significantly improve patient comprehension and shorten communication time while maintaining medical accuracy. These findings suggest a new approach to optimizing radiology report management and enhancing healthcare service quality.