1.Bowel Sounds Detection Method Based on ResNet-BiLSTM and Attention Mechanism
Yali HAO ; Xianrong WAN ; Congqing JIANG ; Xianghai REN ; Xiaoming ZHANG ; Xiang ZHAI
Chinese Journal of Medical Instrumentation 2024;48(5):498-504
Bowel sounds can reflect the movement and health status of the gastrointestinal tract.However,the traditional manual auscultation method has subjective deviation and is time-consuming and labor-intensive.In order to better assist doctors in diagnosing bowel sounds and improve the reliability and efficiency of bowel sound detection,this study proposed a deep neural network model that combines a residual neural network(ResNet),a bidirectional long short-term memory network(BiLSTM),and an attention mechanism.Firstly,a large number of labeled clinical data was collected using the self-developed multi-channel bowel sound acquisition system,and the multi-scale wavelet decomposition and reconstruction method was used to preprocess the bowel sounds.Then,log Mel spectrogram features were extracted and sent to the network for training.Finally,the performance and effectiveness of the model were evaluated and verified by 10-fold cross-validation and an ablation experiment.The experimental results showed that the precision,recall,and F1 score of the model reached 83%,76%,and 79%,respectively,and it could effectively detect bowel sound segments and locate their start and end times,performing better than previous algorithms.This algorithm can not only provide auxiliary information for doctors in clinical practice but also offer technical support for further analysis and research of bowel sounds.
2.Diagnosis and treatment of low anterior resection syndrome after intersphincteric resection for low rectal cancer
Wenhao CHEN ; Junjie ZHOU ; Heng HU ; Xianghai REN ; Xiaoyu XIE ; Qun QIAN ; Congqing JIANG
Chinese Journal of Digestive Surgery 2024;23(6):806-811
Intersphincteric resection (ISR) is an advanced sphincter-preserving surgery for low rectal cancer. Accumulating evidences from clinical studies indicate that ISR can spare some pati-ents with low rectal cancer from the distress of anal amputation while ensuring oncological efficacy. However, due to the necessity of removing part or all of the internal sphincter during rectal resection and the extremely low anastomosis level, a subset of patients may experience low anterior resection syndrome (LARS) after surgery. LARS is characterized by symptoms such as anal incontinence, increased bowel frequency, urgency, incomplete evacuation, and obstructed defecation. Based on relevant literature and team practice, the authors provide an overview of the diagnosis and treat-ment progress of LARS following ISR.
3.Research progress in predicting the difficulty of surgery for middle and low rectal cancer based on pelvic measurement
Shunhua TIAN ; Baoxiang CHEN ; Hang HU ; Heng HU ; Xianghai REN ; Congqing JIANG
Chinese Journal of Digestive Surgery 2023;22(6):788-795
Total mesorectal excision (TME) has become the basic principle of surgical treat-ment for middle and low rectal cancer. Some of patients with ultra-low rectal cancer require under-going intersphincteric resection (ISR). Due to the limitation of the narrow pelvis, TME and ISR put forward higher requirements for the precise separation of the anatomical level and the protection of neurological function during the operation. At present, evaluation of the difficulty of surgery for middle and low rectal cancer is mainly based on the subjective judgment of chief surgeon, and there is no unified and objective scoring system or prediction model that can classify the difficulty of surgery for middle and low rectal cancer before surgery. The authors review relevant literatures and summarize the existing studies related to pelvic measurement for predicting the difficulty of surgery for middle and low rectal cancer, in order to provide significant guidance for the selection of surgical approach for patients with middle and low rectal cancer.
4.Isoperistaltic side-to-side anastomosis for the surgical treatment of Crohn disease
Wenhao CHEN ; Junjie ZHOU ; Min CHEN ; Congqing JIANG ; Qun QIAN ; Zhao DING
Annals of Surgical Treatment and Research 2022;103(1):53-61
Purpose:
Increasing evidence has shown an association of surgical technique, particularly anastomotic configuration, with postoperative recurrence of CD. This pilot study aimed to evaluate short-term outcomes of isoperistaltic side-to-side anastomosis (ISSA) employed on Crohn disease (CD) patients.
Methods:
Data were retrieved from a prospectively maintained database. Postoperatively, all patients were followed up with close endoscopic (ileocolonoscopy) surveillance.
Results:
From January 2017 to May 2021, 30 patients diagnosed with CD who underwent ISSA were compared with 45 CD patients who underwent antiperistaltic side-to-side anastomosis (ASSA). The 2 groups were comparable in baseline demographics and clinical characteristics. No significant differences were observed between groups regarding postoperative safety issues, including anastomotic leak, abdominal/pelvic abscess, length of hospital stay, readmission rate within 30 days, etc. At postoperative 24th month, reduced endoscopic recurrence was observed in the ISSA group compared with that in the ASSA group (18 of 24, 75.0%, vs. 36 of 38, 94.7%; P = 0.024). Regarding surgical recurrence, there was 0% in the ISSA group vs. 4.4% (2 of 45) in the ASSA group (P = 0.510).
Conclusion
In this study, we aimed to explore the influence of ISSA on postoperative recurrence in CD patients, and the preliminary results show that ISSA was technically safe and feasible, and appears to be effective in reducing postoperative recurrence in CD patients. However, our conclusion was underpowered due to small sample size and inadequate followup. We proposed ISSA be considered as another alternative option in the toolbox of inflammatory bowel disease surgeons when performing anastomosis on CD patients.
5.Bowel Sounds Detection Method and Experiment Based on Multi-feature Combination.
Siqi LIU ; Xianrong WAN ; Deqiang XIE ; Congqing JIANG ; Xianghai REN
Chinese Journal of Medical Instrumentation 2022;46(5):473-480
Bowel sounds is an important indicator to monitor and reflect intestinal motor function, and traditional manual auscultation requires high professional knowledge and rich clinical experience of doctors. In addition, long-time auscultation is time-consuming and laborious, which may lead to misjudgment caused by subjective error. To solve the problem, firstly, the wavelet transform is used to preprocess the bowel sounds signal for noise reduction and enhancement. Secondly, three typical features of intestinal sound were extracted. According to the combination of these features, a three-stage decision was designed to carry out multi-parameter and multi-feature joint threshold detection. This algorithm realized the detection of bowel sound signal and the location of its start and end points, making it possible that the complete bowel sound signal was extracted effectively. In this study, a large number of clinical data and label of bowel sounds were collected, and a new effective evaluation method was proposed to verify the proposed method. The accuracy rate is 83.51%. Results of this study will provide systematic support and theoretical guarantee for the diagnosis of intestinal diseases and the monitoring of postoperative intestinal function recovery of patients.
Algorithms
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Auscultation
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Humans
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Intestines
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Signal Processing, Computer-Assisted
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Wavelet Analysis
6. Sexual function, urinary function and quality of life in patients after total proctocolectomy and ileal pouch anal anastomosis
Baoxiang CHEN ; Kongliang SUN ; Yuntian HONG ; Bo LIU ; Xueqiao YU ; Zhao DING ; Qun QIAN ; Congqing JIANG ; Qiu ZHAO ; Meifang HUANG ; Mei YE ; Tongzhi YIN ; Hui YE
Chinese Journal of General Surgery 2019;34(11):959-963
Objective:
To investigate the sexual function, urinary function and quality of life in patients of ulcerative colitis(UC) and familial adenomatous polyposis(FAP) after total proctocolectomy and ileal pouch anal anastomosis (IPAA).
Methods:
The clinical data of patients with UC and FAP undergoing IPAA at Zhongnan Hospital of Wuhan University from Jan 2006 to Sep 2018 were reviewed , postoperative sexual function, urinary function, and long-term quality of life were assessed.
Results:
There were 45 patients with median age of 35 years , median follow-up time of 31 months. 18 were UC, 27 were FAP, 5 did 1-stage surgery, 37 did 2-stage surgery, 3 for 3-stage surgery, 13 underwent open surgery, and 32 underwent laparoscopic surgery. 7 patients suffered sexual dysfunction after IPAA, and there was no statistical difference between male and female (
7.Efficacy of Altemeier procedure in the treatment of rectal prolapse.
Yonglei CAO ; Yan ZHOU ; Congqing JIANG ; Guiyi YANG ; Hui SONG ; Lvfeng LIU ; Xu AI ; Jing ZHONG ; Zhilin GONG ; Jianhua DING ; Wei FU ; Qun QIAN
Chinese Journal of Gastrointestinal Surgery 2017;20(12):1370-1374
OBJECTIVETo evaluate the safety and efficacy of the perineal rectosigmoidectomy (Altemeier procedure) in the treatment of full thickness rectal prolapse.
METHODSClinical and follow-up data of 52 patients with full thickness rectal prolapse undergoing Altemeier procedure in 9 hospitals from September 2010 to July 2016 were analyzed retrospectively. Of which 38 cases were from Zhongnan Hospital of Wuhan University, 1 case from Suizhou Central Hospital of Hubei province, 1 case from Jingzhou Second People's Hospital of Hubei province, 3 cases from Wuxue First People's Hospital of Hubei province, 1 case from Jingmen First People's Hospital of Hubei province, 1 case from Tuanfeng County Hospital of Hubei province, 4 cases from Jingzhou Central Hospital of Hubei province, 2 from PLA Rocket Army General Hospital, 1 case from the Affiliated Hospital of Xuzhou Medical University in Jiangsu province. Altemeier operation steps: The line shaped teeth, the prolapsed rectum is first exposed to the anus. In the dentate line proximal 1-3 cm with ultrasonic knife or Ligasure ring outer rectal incision, using electric knife to mark pre resection line in rectal mucosa. Open down in front of the pelvic peritoneum. Incision of the outer intestine and the reduction of the internal rectum and part of sigmoid colon. To free and remove excess pelvic retroperitoneal, pelvic peritoneum and be at the top of the colon or rectum anterior pelvic reconstruction suture. The rear of the levator ani muscle forming rectum. Pull gently to the anus and rectum and sigmoid, in the absence of tension, 2-3 cm outside the anus was selected as the proximal inner bowel pre resection line, along the line of pre transection of proximal bowel resection, again the broken end of intestine full-thickness end-to-end anastomosis. Postoperative complication and recurrence were summarized. Gastrointestinal quality of life index (GIQLI), Wexner constipation score and Wexner fecal incontinence score were used to evaluate the efficacy.
RESULTSAll the 52 patients were beyond moderate full thickness rectal prolapse. Thirty-one were male and 21 were female with age ranging from 22 to 83 (average 53) years. The length of prolapsed rectum was 6 to 20 (average 9) cm and course of disease was 0.5 to 46(average 19.5) years. No perioperative death. Five patients (9.6%) had postoperative complications, including 2 anastomotic bleeding, 1 wall portion dehiscence of anastomosis, 1 anastomotic stenosis, and 1 malnutrition. Recurrence rate was 9.6%(5/52) within the long-term follow-up of 5 to 71 (median 40) years. Compared with the preoperative results, Wexner constipation score and Wexner fecal incontinence score decreased obviously (2.1±1.4 vs. 4.6±3.4, 4.8±4.1 vs. 6.8±4.1), and GIQLI significantly increased from 99.6±8.0 to 103.0±9.1 (all P<0.05) at 6-month after operation. Above 3 scores were sustained and continuously improved at 12-, 24-, and 36-month during the follow-up (all P<0.05).
CONCLUSIONAltemeier procedure possesses good efficacy with low morbidity of complication and recurrence in the treatment of full thickness rectal prolapse.
8.Clinical efficacy of partial resection of puborectalis combined with mutilation of internal anal sphincter in the treatment of puborectalis syndrome with high anal pressure.
Hui YE ; Weicheng LIU ; Qun QIAN ; Zhisu LIU ; Congqing JIANG ; Keyan ZHENG ; Qianbo QIN ; Zhao DING ; Zhilin GONG
Chinese Journal of Gastrointestinal Surgery 2017;20(3):304-308
OBJECTIVETo explore the efficacy of partial resection of puborectalis combined with mutilation of internal anal sphincter(IAS) in the treatment of puborectalis syndrome with high anal pressure.
METHODSTwenty-five cases of puborectalis syndrome with high anal resting pressure in the preoperative examination received the operation of partial resection of puborectalis combined with mutilation of IAS in Zhongnan Hospital of Wuhan University between January 2013 and May 2015. The position of puborectalis was confirmed by touching with the exposure under the transfixion device, and a transverse incision was made by electrotome between 3 and 5 o'clock direction of puborectalis, then partial puborectalis was lifted by vessel clamp at 5 o'clock direction, and about 0.5 cm of muscular tissue was resected. Between 8 to 10 o'clock direction of anal tube, about 1 cm length of transverse incision was made by electrotome, then partial IAS was lifted by vessel clamp and cut off. Preoperative and postoperative 3-month anorectal manometry and defecography were carried out. Wexner constipation score and Cleveland Clinic incontinence score were implemented before surgery and 3, 6, 12 months after operation. This study was registered in the Chinese Clinical Trial Registry (registration number: ChiCTR-ORB-16007695).
RESULTSOf the 25 cases, 18 were male and 7 were female, the average age was 55 years old and the average course of disease was 9 years. Compared with pre-operation, the postoperative 3-month anal resting pressure and maximal squeeze pressure were significantly decreased [(53.56±9.05) mmHg vs. (92.44±7.06) mmHg, (142.80±20.35) mmHg vs. (210.88±20.56) mmHg, respectively, both P=0.000]; anorectal angulation at resting state and forced defecation state increased significantly [(102.32±4.96)degree vs. (95.88±4.01)degree, (117.88±5.95)degree vs. (89.52±3.25)degree, respectively, both P=0.000]. Wexner constipation score of postoperative 3-month, 6-month, 12-month (8.28±3.91, 7.40±3.64 and 8.04±4.74) was significantly lower than the preoperative score (16.00±3.69, all P<0.05), while the score was not significantly different among 3 time points after operation (P>0.05). Cleveland Clinic incontinence score was 0 at postoperative 6 and 12 months, and revealed 20 cases were effective among all the surgical patients(80%).
CONCLUSIONPartial resection of puborectalis combined with mutilation of internal anal sphincter can effectively reduce anal pressure and improve symptoms of outlet obstruction, which is an effective method in the treatment of puborectalis syndrome with high anal pressure.
Anal Canal ; physiopathology ; surgery ; Constipation ; surgery ; Defecation ; Defecography ; Digestive System Surgical Procedures ; methods ; Female ; Gastrointestinal Diseases ; surgery ; Humans ; Male ; Manometry ; Middle Aged ; Muscle Hypertonia ; surgery ; Pelvic Floor ; physiopathology ; surgery ; Pressure ; Treatment Outcome
9.The clinical study of perineal stapled prolapse resection in treatment with complete rectal prolapse
Yongming WANG ; Congqing JIANG
Journal of Clinical Surgery 2017;25(3):212-214
Objective To observe and evaluate the clinical curative efficacy of perineal stapled prolapse resection in the treatment of complete rectal prolapse.Methods 15 patients of complete rectal prolapse were all treated by perineal stapled prolapse resection,The anal function of the patients were evaluated according to the Wexner incontinence score standard.Results All patients were successfully completed the operation.Postoperative complications:postoperative bleeding in 2 cases,anastomotic stenosis in 2 cases.These symptoms were relieved after symptomatic treatment.The anal sphincter function was improved in all patients after operation.There were no obvious incontinence.The preoperative Wexner incontinence score was 13.5±1.8,andpostoperative Wexner incontinence score was 4.2±1.5,there were significant statistical difference between them(P<0.05).The mean follow-up were 18 months(2-30 months).There was no recurrence during the follow-up period.Conclusion Perineal stapled prolapse resection as a new type of operation had small trauma,simple operation,less complications and short-term curative effect of good characteristics.They can effectively improve the symptoms of anal incontinence in patients with complete rectal prolapse.
10.Thrombus removal of external hemorrhoid combined with procedure for prolapse and hemorrhoidsin the treatment of incarcerated circumferential mixed hemorrhoids
Hui YE ; Qichang ZHOU ; Zhilin GONG ; Jie YU ; Shujuan HUANG ; Changlei XI ; Longlei CAO ; Qun QIAN ; Congqing JIANG
Chongqing Medicine 2017;46(14):1938-1940
Objective To observe the clinical effect of thrombus removal of external hemorrhoid combined with procedure for prolapse and hemorrhoids(PPH) in the treatment of circumferential mixed hemorrhoid with incarceration.Methods A total of 118 cases of circumferential mixed hemorrhoid with incarceration were divided into two groups:experimental group of 60 cases was treated by thrombus removal combined with PPH;control group of 58 cases was treated by Milligan-Morgan.We observed the differences of postoperative visual analogue scale (VAS)score,edema,bleeding,residual skin tag,wound healing time,anal stenosis,fecal incontinence,anorectal manometry and satisfaction in the two groups.Results There was significant difference between the experimental group and the control group in postoperative edema,bleeding and residual skin tag(χ2=6.63,4.19,6.64,P<0.05),but postoperative anal stenosis and fecal incontinence weren′t statistically significant different(χ2=0.38,1.11,P>0.05).Postoperative VAS score,wound healing time,satisfaction,anal resting and anal maximal squeeze pressure between the two groups were all statistically different(P<0.01).Conclusion The operation of thrombus removal of external hemorrhoid combined with PPH can effectively reduce the postoperative complications and promote recovery.

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