1.Segmentation of rectal cancer lesions on CT and MRI based on cross attention
Jiefu DENG ; Zhenghao XI ; Chen HUANG ; Xiang LIU
Chinese Journal of Medical Physics 2024;41(8):953-959
In response to the limitation of some medical image segmentation models for rectal cancer auxiliary diagnosis that are only applicable to single-modality images,a medical image segmentation method based on a cross attention mechanism that is applicable to both CT and MRI modalities is presented.Considering the different feature representations of CT and MRI images,a cross attention mechanism is proposed to unify the feature representations of the two types of images.In view of the small lesions on rectal cancer images,an improved Swin Transformer segmentation network with 3 branches is established,and the cross attention mechanism is incorporated into it,enabling the model to segment lesion areas in both types of images.The proposed method is validated using CT and MRI image data from patients with rectal cancer.Compared with ADDA,CycleGAN,and SIFA methods,the proposed method improves the accuracy by 2.94%,3.05%,0.71%on CT images,and 3.31%,4.55%,1.76%on MRI images,respectively,demonstrating its superior segmentation performance for both types of images.
2.Liver quality standards and donor scoring system for citizen organ donation after death
Rui HE ; Yingbin HUANG ; Ming HAN ; Xiaoping WANG ; Jian ZHOU ; Xiaopeng YUAN ; Yitao ZHENG ; Gang CHEN ; Yuan LIAO ; Jingdong LI ; Xiaofeng ZHU ; Qiang TAI ; Jiefu HUANG ; Xingyuan JIAO
Chinese Journal of General Surgery 2022;37(11):801-806
Objective:To establish donor liver quality related risk factors for the loss of function of transplanted liver.Methods:The data of donors and recipients of liver transplantation at the Organ Donation and Transplantation Center of the First Affiliated Hospital of Sun Yat-sen University from Nov 2011 to Dec 2018 were analyzed retrospectively. Propensity score matching (PSM) was performed to evaluate and screen the data of donors and recipients, in order to balance the covariates.Results:Of the organ donation, there were 70 males and 20 females , aging (40.6±16.3) years. Of the liver transplantation recipients, there were 70 males and 20 females , aging (41.8±20.3) years. Liver dysfunction after transplantation was significantly correlated with the following variables: the donor's CPR time( t=0.429, P=0.000), 15-minute retention rate of indocyanine green ( χ2=67.151, P=0.000), liver function grading ( χ2=54.154, P=0.000), bullae fatty liver grading ( χ2=8.120, P=0.017), vesicular fatty liver grading ( χ2=16.000, P=0.001), ICU stay time ( χ2=14.900, P=0.001)and serum creatinine level ( χ2=44.685, P=0.000). The donor scoring system was established in our studying. For the 90 organ donation cases, the donated liver quality were classified into four levels,which were of good correspondence to the prognosis of the recipients. Conclusion:This donor scoring system and grading standards established by analyzing the high-risk factors of liver dysfunction after transplantation helps evaluate the quality of donor liver in China.
3.Epidemiological characteristics of traumatic spinal cord injury in China in 2018
Dingjun HAO ; Baorong HE ; Liang YAN ; Jinpeng DU ; Xiao QI ; Shicheng YU ; Jiaojiao ZHANG ; Wenjing ZHENG ; Rongqiang ZHANG ; Dageng HUANG ; Junsong YANG ; Ming ZHU ; Jiawei OUYANG ; He ZHAO ; Keyuan DING ; Haodong SHI ; Yang CAO ; Ying ZHANG ; Qinghua TANG ; Yuan LIU ; Zilong ZHANG ; Yuhang WANG ; Ye TIAN ; Hao CHEN ; Lulu BAI ; Heng LI ; Chenchen MU ; Youhan WANG ; Xiaohui WANG ; Chao JIANG ; Jianhua LIN ; Bin LIN ; Shunwu FAN ; Lin NIE ; Jiefu SONG ; Xun MA ; Zengwu SHAO ; Yanzheng GAO ; Zhong GUAN ; Yueming SONG ; Weihu MA ; Qixin CHEN
Chinese Journal of Trauma 2021;37(7):618-627
Objective:To analyze the incidence and epidemiological characteristics of traumatic spinal cord injury in China in 2018.Methods:Multi-stage stratified cluster sampling was used to randomly select hospitals capable of treating patients with spinal cord injury from 3 regions,9 provinces and 27 cities in China to retrospectively investigate eligible patients with traumatic spinal cord injury admitted in 2018. National and regional incidence rates were calculated. The data of cause of injury,injury level,severity of injury,segment and type of fracture,complications,death and other data were collected by medical record questionnaire,and analyzed according to geographical region,age and gender.Results:Medical records of 4,134 patients were included in this study,with a male-to-female ratio of 2.99∶1. The incidence of traumatic spinal cord injury in China in 2018 was 50.484 / 1 million (95% CI 50.122-50.846). The highest incidence in the Eastern region was 53.791 / 1 million (95% CI 53.217-54.365). In the whole country,the main causes of injury were high falls (29.58%),as well as in the Western region (40.68%),while the main causes of injury in the Eastern and Central regions were traffic injuries (31.22%,30.10%). The main injury level was cervical spinal cord in the whole country (64.49%),and the proportion of cervical spinal cord injury in the Central region was the highest (74.68%),and the proportion of lumbosacral spinal cord injury in the Western region was the highest (32.30%). The highest proportion of degree of injury was incomplete quadriplegia (55.20%),and the distribution pattern was the same in each region. A total of 65.87% of the patients were complicated with fracture or dislocation,77.95% in the Western region and only 54.77% in the Central region. In the whole country,the head was the main combined injury (37.87%),as well as in the Eastern and Central regions,while the proportion of chest combined injury in the Western region was the highest (38.57%). A total of 32.90% of the patients were complicated with respiratory complications. There were 23 patients (0.56%) died in hospital,of which 17(73.91%) died of respiratory dysfunction. Conclusions:The Eastern region of China has a high incidence of traumatic spinal cord injury. Other epidemiological features include high fall as the main cause of injury cervical spinal cord injury as the main injury level,incomplete quadriplegia as the main degree of injury,head as the main combined injury,and respiratory complications as the main complication.
4. The surgical treatment of ovarian cancer metastasis between liver and diaphragm: a report of 83 cases
Yiyao XU ; Xin LU ; Yilei MAO ; Jianping XIONG ; Jin BIAN ; Hanchun HUANG ; Huayu YANG ; Xinting SANG ; Haitao ZHAO ; Haifeng XU ; Tianyi CHI ; Shunda DU ; Shouxian ZHONG ; Jiefu HUANG
Chinese Journal of Surgery 2017;55(11):838-841
Objective:
To explore the safety and feasibility of associating diaphragm resection and liver-diaphragmatic metastasis lesions resection for patients with advanced ovarian cancer.
Methods:
Retrospectively analysis 83 cases(98 times) of advanced ovarian cancer with liver-diaphragmatic metastasis between January 2012 and December 2016 at Department of Liver Surgery, Peking Union Medical College Hospital.The patients were aged from 19 to 75 years.Surgical procedure included metastatic lesions resection(43 times) and stripping(55 times). Operation status, post-operative complications, pathology results and follow-up of the patients were analyzed.
Results:
Fifteen patients received twice surgical treatment and 68 patients received one time surgical treatment. Postoperative hemorrhage in chest and between liver and diaphragm was not occurred in all cases.Dyspnea and low oxygen saturation were occurred in two cases of stripping patients and 1 case of metastatic lesions resection patients.Results of CT examination indicated that there was medium to large amount of ascites in right chests.The symptoms were relieved after placing thoracic closed drainage.Other patients were recovered smoothly.All patients were diagnosed as ovarian cancer by pathological examination.
Conclusion
Associating diaphragm resection is safe and feasible for liver-diaphragmatic metastasis lesions from ovarian cancer.
5.Diagnosis and treatment of hyperosmolar non-ketotic hyperglycemic coma induced by glucocorticoid pulse therapy for acute rejection after liver transplantation.
Jian ZHOU ; Xiaopeng YUAN ; Weiqiang JU ; Zhiyong GUO ; Qiang TAI ; Linwei WU ; Xiaoping WANG ; Ming HAN ; Xingyuan JIAO ; Xiaofeng ZHU ; Jiefu HUANG ; Xiaoshun HE
Chinese Journal of Hepatology 2014;22(12):958-958
8.Application of psychological evaluation in patients with interstitial cystitis/bladder pain syndrome
Fei YANG ; Hailun ZHAN ; Yangbai LU ; Jiefu HUANG ; Xiangfu ZHOU
Chinese Journal of Urology 2013;34(9):670-673
Objective To explore the correlation between anxiety,depression and the symptoms of interstitial cystitis/bladder pain syndrome (IC/PBS) patients,improving the psychological knowledge of IC/PBS patients,providing theoretical basis for psychological intervention.Methods During November 2009 to October 2011,54 IC/PBS patients including 42 women and 12 men patients were treated,with mean age of (41.0±12.4) years and mean course of the disease of (63.0±59.2) months.O'Leary-Sant questionnaire was used for IC/PBS symptoms assessment,and Visual Analogue Scale (VAS) was used to evaluate pain associated with bladder,Self-rating Anxiety Scale (SAS) was used for anxiety assessment,and Beck Depression Inventory Ⅱ (BDI-Ⅱ) was used for depression assessment.The relationship between depression,anxiety and the symptoms of IC/PBS patients was evaluated.Results Of the 54 IC/PBS patients,mean ICSI score was (15.0±1.84) points,mean ICPI score was (8.0±2.6) points,mean O'Leary-Sant questionnaire score was (24.0±3.9) points,mean VAS score was (7.0± 1.0) points,mean anxiety score was (52.0± 7.2) points,with 35 cases (64.8%) suffering from anxiety symptoms.Mean depression symptoms score was (16.0±4.5) points,with 41 cases (75.9%) suffering from depressive symptoms.The degree of anxiety and depression were associated with education level,the sleep quality and monthly income of IC/PBS patients.Anxiety and depression had no definite correlation with marital status and working conditions.Anxiety and depression were closely related (proportion) with the symptoms (frequency,urgency,pain or discomfortrelated to bladder) of IC/PBS patients.Conclusions Anxiety and depression are common in patients with IC/PBS,and they are related to symptom severity.In order to improve the quality of life,much attention must be paid to psychological condition assessment and treatment of IC/PBS patients.
9.Perioperative nutrition support therapy for combined 'en bloc' liver/pancreas transplantation
Weiqiang JU ; Jian ZHOU ; Xiaoshun HE ; Dongping WANG ; Xiaofeng ZHU ; Linwei WU ; Qiang TAI ; Zhiyong GUO ; Jiefu HUANG
Chinese Journal of Clinical Nutrition 2012;20(2):74-77
ObjectiveTo investigate a reasonable perioperative nutrition support therapy for combined ‘en bloc’ liver/pancreas transplants (CLPT).MethodThe clinical data of 10 patients,5 with gastrointestinal malignancy and liver metastasis and the other 5 with end-stage liver cirrhosis complicated with insulin-dependent type 2 diabetes mellitus ( T2DM),who had undergone CLPT in our center from May 2004 to September 2010 were retrospectively analyzed.All these patients received preioperative nutrition support,including normal food combined with nutrient solution before surgery,and total parenteral nutrition (TPN) to parenteral nutrition (PN) +enteral nutrition ( EN ) and to EN after surgery.The intestinal absorption,nutritional status,laboratory test results,and complications were recorded.ResultsAll recipients experienced a smooth recovery from the procedure,with normal or almost normal liver,pancreas,and duodenum graft functions.Three patients suffered from intestinal fistula,and all of them received TPN therapy; two patients died of multiple organ failure and one recovered from the complication.The remaining seven patients had smooth transition from TPN to EN.Of the 5 patients with malignancies,three died of multiple organ failure and 2 died of cancer recurrence.Of the 5 patients with liver cirrhosis and T2DM,four patients survived and 1 patient died of graft-verse-host disease.ConclusionRational perioperative nutrition support is important for the successful recovery after CLPT.
10.Clinical phenotyping patients with interstitial cystitis/painful bladder syndrome: a key of classification and potentially improved management
Fei YANG ; Hailun ZHAN ; Yangbai LU ; Jiefu HUANG ; Xiangfu ZHOU
Chinese Journal of Urology 2012;33(6):443-447
Objective To classify patients with pelvic pain and to improve the understanding of etiology and to guide treatment by using a clinical phenotype system (UPOINT) and to examine the relationship between UPOINT and symptoms in patients with interstitial cystitis/painful bladder syndrome. Methods From November 2009 to October 2011,54 IC/PBS patients including 42 female and 12 male patients were treated.The mean age was 41.0 ± 12.4 yrs (range from 21 to 76 yrs).Median symptom duration was 63.0 ± 59.2 months ( range from 6 to 240 months).54 patients with interstitial cystitis/painful bladder syndrome were classified in each domain of UPOINT,that was urinary,psychosocial,organ specific,infection,neurological/systemic and tenderness.Symptoms were assessed using the Interstitial Cystitis Symptom Index,Pain/Urgency/Frequency score and visual analogue scale for pain/urgency/frequency.Clinically relevant associations were calculated. Results In the 54 IC/PBS patients,median ICSI score was 15.0 ± 1.84 points ( range from 9 to 19 points) ; Median PUF was 20.0 ± 2.3 points ( range from 14 to 25 points) ; Median pain associated with bladder score of VAS was 7.0 ± 1.0 points (range from 5 to 10 points).The percent positive for each domain was urinary 100%,psychosocial 44%,organ specific 96%,infection 33%,neurological/systemic 24% and tenderness 28%,respectively.All patients were included in at least 2 domains,with 2 domains of 11%,3 domains of 38%,4 domains of 36%,5 domains of 13% and 6 domains of 2%.The number of domains was associated with greater symptom duration ( Spearman r =0.76,P <0.01 ) but not age.The number of domains was also associated with poorer general interstitial cystitis and pain symptoms ( Spearman r =0.89,P < 0.01 ) but not with frequency or urgency.The psychosocial domain was associated with increased pain,urgency and frequency,while tenderness was associated with increased ICSI score,PUF score and urgency.The neurological/systemic domain was associated with increased ICSI score while the infection domain was not associated with any increased symptoms. Conclusions The UPOINT phenotyping system can classify patients with interstitial cystitis according to clinically relevant domains.The UPO1NT system can act as the guiding theoretical basis for directing multimodal therapy,it deserves clinical promotion.

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