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1.
BMC Gastroenterol ; 24(1): 186, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38807055

ABSTRACT

BACKGROUND: Egypt faces a significant public health burden due to chronic liver diseases (CLD) and peptic ulcer disease. CLD, primarily caused by Hepatitis C virus (HCV) infection, affects over 2.9% of the population nationwide, with regional variations. Steatotic liver disease is rapidly emerging as a significant contributor to CLD, especially in urban areas. Acid-related disorders are another widespread condition that can significantly impact the quality of life. These factors and others significantly influence the indications and findings of gastrointestinal endoscopic procedures performed in Egypt. AIM: We aimed to evaluate the clinico-demographic data, indications, and endoscopic findings in Egyptian patients undergoing gastrointestinal endoscopic procedures in various regions of Egypt. METHODS: This study employed a retrospective multicenter cross-sectional design. Data was collected from patients referred for gastrointestinal endoscopy across 15 tertiary gastrointestinal endoscopy units in various governorates throughout Egypt. RESULTS: 5910 patients aged 38-63 were enrolled in the study; 75% underwent esophagogastroduodenoscopy (EGD), while 25% underwent a colonoscopy. In all studied patients, the most frequent indications for EGD were dyspepsia (19.5%), followed by hematemesis (19.06%), and melena (17.07%). The final EGD diagnoses for the recruited patients were portal hypertension-related sequelae (60.3%), followed by acid-related diseases (55%), while 10.44% of patients had a normally apparent endoscopy. Male gender, old age, and the presence of chronic liver diseases were more common in patients from upper than lower Egypt governorates. Hematochezia (38.11%) was the most reported indication for colonoscopy, followed by anemia of unknown origin (25.11%). IBD and hemorrhoids (22.34% and 21.86%, respectively) were the most prevalent diagnoses among studied patients, while normal colonoscopy findings were encountered in 18.21% of them. CONCLUSION: This is the largest study describing the situation of endoscopic procedures in Egypt. our study highlights the significant impact of regional variations in disease burden on the utilization and outcomes of GI endoscopy in Egypt. The high prevalence of chronic liver disease is reflected in the EGD findings, while the colonoscopy results suggest a potential need for increased awareness of colorectal diseases.


Subject(s)
Endoscopy, Gastrointestinal , Humans , Male , Female , Egypt/epidemiology , Cross-Sectional Studies , Middle Aged , Retrospective Studies , Adult , Endoscopy, Gastrointestinal/statistics & numerical data , Gastrointestinal Diseases/epidemiology , Gastrointestinal Diseases/diagnosis , Endoscopy, Digestive System/statistics & numerical data , Liver Diseases/epidemiology , Dyspepsia/epidemiology , Dyspepsia/etiology , Colonoscopy/statistics & numerical data , Gastrointestinal Hemorrhage/etiology , Gastrointestinal Hemorrhage/epidemiology
2.
Aliment Pharmacol Ther ; 59(12): 1589-1603, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38634291

ABSTRACT

BACKGROUND: The value of lower gastrointestinal endoscopy (LGIE; colonoscopy or sigmoidoscopy) relates to its ability to detect clinically relevant findings, predominantly cancers, preneoplastic polyps or inflammatory bowel disease. There are concerns that many LGIEs are performed on low-risk patients with limited benefit. AIMS: To determine the diagnostic outcomes of LGIE for common symptoms. METHODS: We performed a cross-sectional study of diagnostic LGIE between March 2019 and February 2020 using the UK National Endoscopy Database. We used mixed-effects logistic regression models, incorporating random (endoscopist) and fixed (symptoms, patient age, and sex) effects upon two dependent variables (large polyp [≥10 mm] and cancer diagnosis). Adjusted positive predictive values (aPPVs) were calculated. RESULTS: We analysed 384,510 LGIEs; 33.2% were performed on patients aged under 50 and 53.6% on women. Regarding colonoscopies, the unadjusted PPV for cancer was 1.5% (95% CI: 1.4-1.5); higher for men than women (1.9% vs. 1.1%, p < 0.01). The PPV for large polyps was 3.2% (95% CI: 3.1-3.2). The highest colonoscopy cancer aPPVs were in the over 50s (1.9%) and in those with rectal bleeding (2.5%) or anaemia (2.1%). Cancer aPPVs for other symptoms were <1% despite representing 54.3% of activity. In patients under 50, aPPVs were 0.4% for cancer and 1.6% for large polyps. Results were similar for sigmoidoscopy. CONCLUSIONS: Most colonoscopies were performed on patients with low-risk symptoms, where cancer risk was similar to the general population. Cancer and large polyp yield was highest in elderly patients with rectal bleeding or anaemia, although still fell short of FIT-based screening yields.


Subject(s)
Colonoscopy , Databases, Factual , Humans , Male , Female , Middle Aged , Cross-Sectional Studies , United Kingdom/epidemiology , Colonoscopy/statistics & numerical data , Colonoscopy/methods , Aged , Adult , Sigmoidoscopy/statistics & numerical data , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/epidemiology , Colonic Polyps/diagnosis , Endoscopy, Gastrointestinal/statistics & numerical data , Inflammatory Bowel Diseases/diagnosis , Predictive Value of Tests
3.
Dig Liver Dis ; 56(6): 1095-1100, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38105145

ABSTRACT

BACKGROUND AND AIM: The correct time to perform an upper endoscopy is decisive in acutely GI bleeding patients. However, patients' physical status may affect mortality. We speculated that the physical status and procedural time could be the principal factors accountable for death-risk. The primary aim was to verify the interaction between physical status and time to endoscopy on mortality; the secondary aim was to verify the interaction of the physical status and time to endoscopy on the length of stay (LOS). METHODS: Consecutive patients admitted to 50 Italian hospitals were included. Clinical and endoscopic data were recorded. A multiple logistic regression analysis was performed and the interaction of adjusted clinical physical status and time to endoscopy on mortality was calculated. RESULTS: Complete data were available for 3.190 patients. The time frames did not interfere with outcomes but influenced LOS. Conversely, the ASA score correlated with mortality, LOS, need for transfusions and rebleeding risk. CONCLUSION: Endoscopy time should be tailored to the patient's physical. In our experience, ASA 1-2-3 patients can be safely submitted to endoscopy to reduce the LOS; on the contrary, keen attention should be paid to ASA4 patients, following the 'not too early-not too late' rule (12-24 h from admission).


Subject(s)
Endoscopy, Gastrointestinal , Gastrointestinal Hemorrhage , Length of Stay , Humans , Gastrointestinal Hemorrhage/mortality , Male , Female , Italy/epidemiology , Prospective Studies , Aged , Middle Aged , Length of Stay/statistics & numerical data , Endoscopy, Gastrointestinal/statistics & numerical data , Logistic Models , Risk Factors , Time Factors , Aged, 80 and over , Health Status
4.
Int. j. clin. health psychol. (Internet) ; 23(4)oct.-dic. 2023. ilus, tab
Article in English | IBECS | ID: ibc-226380

ABSTRACT

Objective: This study aims to develop a scale to measure the worry level of patients who will undergo gastrointestinal (GI) endoscopy with deep sedation, and to provide scientific references to alleviate their worries. Method: Based on literature review, panel discussion, patient interview and expert consultation, we developed the first version of the scale. After two pre-investigations, the formal version of the scale was formed, and the reliability and validity were tested on 1389 respondents. Reliability was assessed by Cronbach's alpha. Construct validity was tested by confirmatory factor analysis (CFA) and the Spearman correlations analysis. Results: The scale was composed of four dimensions: financial and time costs, sedation, examination, and psychology. It has 15 items. Reliability and validity were acceptable. The Cronbach's alpha of the whole scale was 0.959 and all the factor loadings were > 0.50. The Spearman correlations of the inter-dimensions ranged from 0.614 to 0.836, and the correlation coefficients between the dimensions and the total score were 0.795 to 0.957. The correlation coefficient between the total scale score and the APAIS was 0.833. Conclusions: This scale has good validity and reliability, which is useful for physicians and medical institutions to take appropriate measures to reduce patients' worries. (AU)


Subject(s)
Humans , Endoscopy, Gastrointestinal/psychology , Endoscopy, Gastrointestinal/statistics & numerical data , Reproducibility of Results , Factor Analysis, Statistical , Negativism
5.
Eur J Med Res ; 27(1): 41, 2022 Mar 18.
Article in English | MEDLINE | ID: mdl-35303954

ABSTRACT

BACKGROUND: In response to the COVID-19 pandemic, endoscopic societies initially recommended reduction of endoscopic procedures. In particular non-urgent endoscopies should be postponed. However, this might lead to unnecessary delay in diagnosing gastrointestinal conditions. METHODS: Retrospectively we analysed the gastrointestinal endoscopies performed at the Central Endoscopy Unit of Saarland University Medical Center during seven weeks from 23 March to 10 May 2020 and present our real-world single-centre experience with an individualized rtPCR-based pre-endoscopy SARS-CoV-2 testing strategy. We also present our experience with this strategy in 2021. RESULTS: Altogether 359 gastrointestinal endoscopies were performed in the initial period. The testing strategy enabled us to conservatively handle endoscopy programme reduction (44% reduction as compared 2019) during the first wave of the COVID-19 pandemic. The results of COVID-19 rtPCR from nasopharyngeal swabs were available in 89% of patients prior to endoscopies. Apart from six patients with known COVID-19, all other tested patients were negative. The frequencies of endoscopic therapies and clinically significant findings did not differ between patients with or without SARS-CoV-2 tests. In 2021 we were able to unrestrictedly perform all requested endoscopic procedures (> 5000 procedures) by applying the rtPCR-based pre-endoscopy SARS-CoV-2 testing strategy, regardless of next waves of COVID-19. Only two out-patients (1893 out-patient procedures) were tested positive in the year 2021. CONCLUSION: A structured pre-endoscopy SARS-CoV-2 testing strategy is feasible in the clinical routine of an endoscopy unit. rtPCR-based pre-endoscopy SARS-CoV-2 testing safely allowed unrestricted continuation of endoscopic procedures even in the presence of high incidence rates of COVID-19. Given the low frequency of positive tests, the absolute effect of pre-endoscopy testing on viral transmission may be low when FFP-2 masks are regularly used.


Subject(s)
COVID-19 Testing/statistics & numerical data , COVID-19/diagnosis , Endoscopy, Gastrointestinal/statistics & numerical data , Preoperative Care/statistics & numerical data , Adolescent , Adult , Aged , Aged, 80 and over , Child , Child, Preschool , Female , Germany , Humans , Infant , Infant, Newborn , Male , Middle Aged , Pandemics , Retrospective Studies , SARS-CoV-2 , Young Adult
6.
Comput Math Methods Med ; 2022: 9508004, 2022.
Article in English | MEDLINE | ID: mdl-35103073

ABSTRACT

As an effective tool for colorectal lesion detection, it is still difficult to avoid the phenomenon of missed and false detection when using white-light endoscopy. In order to improve the lesion detection rate of colorectal cancer patients, this paper proposes a real-time lesion diagnosis model (YOLOv5x-CG) based on YOLOv5 improvement. In this diagnostic model, colorectal lesions were subdivided into three categories: micropolyps, adenomas, and cancer. In the course of convolutional network training, Mosaic data enhancement strategy was used to improve the detection rate of small target polyps. At the same time, coordinate attention (CA) mechanism was introduced to take into account channel and location information in the network, so as to realize the effective extraction of three kinds of pathological features. The Ghost module was also used to generate more feature maps through linear processing, which reduces the stress of learning model parameters and speeds up detection. The experimental results show that the lesion diagnosis model proposed in this paper has a more rapid and accurate lesion detection ability, and the AP value of polyps, adenomas, and cancer is 0.923, 0.955, and 0.87, and mAP@50 is 0.916.


Subject(s)
Colorectal Neoplasms/diagnostic imaging , Diagnosis, Computer-Assisted/methods , Endoscopy, Gastrointestinal/methods , Adenoma/diagnostic imaging , Algorithms , Computational Biology , Deep Learning , Diagnosis, Computer-Assisted/statistics & numerical data , Diagnostic Errors , Endoscopy, Gastrointestinal/statistics & numerical data , Humans , Intestinal Polyps/diagnostic imaging , Light , Neural Networks, Computer
7.
J Gastroenterol Hepatol ; 37(3): 584-591, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34989024

ABSTRACT

BACKGROUND AND AIM: Patients with end-stage renal disease (ESRD) on hemodialysis are considered to be at higher risk of gastrointestinal bleeding (GIB) as compared with those without renal disease (NRD). We conducted a population-based study using the National Inpatient Sample (NIS) database to study the outcomes of GIB in ESRD. METHODS: Patients admitted with GIB (upper and lower) from 2005 to 2013 were extracted from the NIS database using ICD-9 codes. Patients were divided into NRD and ESRD groups, and a 1:1 propensity matched analysis was performed. Various outcomes were compared in both groups, and subgroup analysis based on the timing of endoscopy was also performed. RESULTS: A total of 218 032 patients were included in the study. There was an increase in inpatient admissions among ESRD patients with GIB with significant reduction in mortality (P < 0.001). In-hospital mortality, length of stay, and total costs were significantly higher in ESRD patients as compared with NRD. ESRD patients were less likely to undergo endoscopic evaluation compared with NRD (P < 0.001). Late endoscopy (> 48 h) was associated with increased need for transfusion and health-care utilization but without a significant difference in mortality as compared with early endoscopy. On multivariate analysis, endoscopy was associated with significantly lower rate of mortality in ESRD patients with GIB (odds ratio 0.28, P < 0.0001). CONCLUSION: End-stage renal disease patients with GIB had a significantly higher rate of mortality and a higher health-care utilization with a lower rate of endoscopic evaluation. Endoscopy was associated with a lower mortality rate on multivariate analysis.


Subject(s)
Endoscopy, Gastrointestinal , Gastrointestinal Hemorrhage , Kidney Failure, Chronic , Databases, Factual , Endoscopy, Gastrointestinal/statistics & numerical data , Gastrointestinal Hemorrhage/complications , Gastrointestinal Hemorrhage/mortality , Hospital Mortality/trends , Humans , Kidney Failure, Chronic/mortality , Kidney Failure, Chronic/surgery
8.
Asian Pac J Cancer Prev ; 23(1): 33-37, 2022 Jan 01.
Article in English | MEDLINE | ID: mdl-35092369

ABSTRACT

INTRODUCTION: The cancer burden in the Middle East is high and growing. Colorectal cancer (CRC) is the second most common cancer for both men and women in the UAE. Although early diagnosis of malignancy reduces morbidity and increases the survival rates, non-attendance of gastroenterology (GI) endoscopic procedures is a significant global problem, which can lead to delay in cancer diagnosis and treatment. Several factors have been found to contribute to non-attendance behavior, including socioeconomic, cultural, and organizational related barriers. The purpose of this study was to identify factors contributing to non-attendance behavior among outpatients scheduled for GI endoscopic procedures in a tertiary hospital in the United Arab Emirates. We conclude with recommendations that can help in reducing the rate of patient no-shows for GI endoscopic procedures in the region. METHODS: In a tertiary medical center in the Middle East, we surveyed patients who did not attend their scheduled GI endoscopic procedures over a period of one year. The questionnaire sought to identify possible reasons for patient's non-attendance. Descriptive measures including means, standard deviation, frequencies, and percentages were used to analyze the demographic characteristics of the study participants. The chi-square test was performed to analyze gender differences. RESULTS: Of 314 outpatients who met study inclusion criteria, 168 agreed to participate (53.5% response rate). The majority of participants were women (n=96, 60.4 %), aged 18 to 73, with a mean of 42 years. The largest age group was between 35 and 44 (n=46, 28.9 %). Approximately equal numbers of non-attendance appointments were scheduled for combined colonoscopy and upper endoscopy (36.3 %), colonoscopy alone (31.3 %), or upper endoscopy alone (31.3 %). The most common causes for cancellation or non-attendance included concerns about the appointment (35.5%), inconvenient timing of the appointment (27.9%) and changes in medical status (26.4%). Gender differences were noted for non-attendance behaviors, with women significantly more likely than men to report feelings of embarrassment (Chi-square 6.261, df=1, p=.012). CONCLUSION: Our study has identified several barriers to patient attendance of endoscopic procedures, as well as opportunities to reduce the rate of patient no-shows, including patient education, scheduling options, and protocols to minimize discomfort and misconceptions around GI endoscopic procedures, particularly accommodating for same gender endoscopists, with the ultimate goal of increasing early cancer screening and prevention.


Subject(s)
Colorectal Neoplasms/diagnosis , Early Detection of Cancer/statistics & numerical data , Endoscopy, Gastrointestinal/statistics & numerical data , No-Show Patients/statistics & numerical data , Patient Acceptance of Health Care/psychology , Adolescent , Adult , Aged , Colonoscopy/psychology , Colonoscopy/statistics & numerical data , Early Detection of Cancer/psychology , Endoscopy, Gastrointestinal/psychology , Female , Humans , Male , Middle Aged , No-Show Patients/psychology , Outpatients/psychology , Outpatients/statistics & numerical data , Tertiary Care Centers , United Arab Emirates , Young Adult
9.
J Korean Med Sci ; 37(4): e24, 2022 Jan 24.
Article in English | MEDLINE | ID: mdl-35075823

ABSTRACT

BACKGROUND: Attention should be paid to endoscopy-related complications and safety-related accidents that may occur in the endoscopy unit. This study investigated the current status of complications associated with diagnostic and therapeutic endoscopy in Korea. METHODS: A questionnaire survey on endoscopy-related complications was conducted in a total of 50 tertiary or general hospitals in Korea. The results were compared to the population-level claims data from the Health Insurance Review & Assessment Service (HIRA), which analyzed endoscopy procedures conducted in 2017 in Korea. RESULTS: The incidences of bleeding associated with diagnostic and therapeutic esophagogastroduodenoscopy (EGD) and with diagnostic and therapeutic colonoscopy were 0.224% and 3.155% and 0.198% and 0.356%, respectively, in the 2017 HIRA claims data, compared to 0.012% and 1.857%, and 0.024% and 0.717%, in the 50 hospitals surveyed. The incidences of perforation associated with diagnostic and therapeutic EGD and with diagnostic and therapeutic colonoscopy were 0.023% and 0.613%, and 0.007% and 0.013%, respectively, in the 2017 HIRA claims data compared to 0.001% and 0.325%, and 0.017% and 0.206%, in the 50 hospitals surveyed. In the HIRA claims data, the incidence of bleeding/perforation after diagnostic colonoscopy in clinics, community hospitals, general hospitals, and tertiary hospitals was 0.129%/0.000%, 0.088%/0.004%, 0.262%/0.009%, and 0.479%/0.030% respectively, and the corresponding incidence of bleeding/perforation after therapeutic colonoscopy was 0.258%/0.004%, 0.401%/0.007%, 0.408%/0.024%, and 0.731%/0.055%. CONCLUSION: The incidences of complications associated with diagnostic and therapeutic EGD or colonoscopy tended to increase with the hospital volume in Korea. TRIAL REGISTRATION: Clinical Research Information Service Identifier: KCT0001728.


Subject(s)
Endoscopy, Gastrointestinal/standards , Patient Safety/standards , Endoscopy, Gastrointestinal/methods , Endoscopy, Gastrointestinal/statistics & numerical data , Humans , Patient Safety/statistics & numerical data , Republic of Korea/epidemiology , Surveys and Questionnaires
10.
Dig Liver Dis ; 54(1): 63-68, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34625365

ABSTRACT

OBJECTIVE: To compare initial clinical/laboratory parameters and outcomes of mortality/rebleeding of endoscopy performed <12 h(early UGIE) versus endoscopy performed after 12-24h(late UGIE) of ED admission in children with acute upper gastrointestinal bleeding(AUGIB) due to portal hypertension. METHODS: This is a retrospective cohort study. From January 2010 to July 2017, medical records of all children admitted to a tertiary care hospital with AUGIB due to portal hypertension were reviewed until 60 days after ED admission. RESULTS: A total of 98 ED admissions occurred from 73 patients. Rebleeding was identified in 8/98(8%) episodes, and 9 deaths were observed. UGIE was performed in 92(94%) episodes, and 53(58%) of them occurred within 12 h of ED admission. Episodes with early UGIE and late UGIE were similar in terms of history/complaints/laboratory data at admission, chronic liver disease associated, AUGIB duration, and initial management. No statistically significant associations were found between early UGIE and the outcomes of death/rebleeding and prevalence of endoscopic hemostatic treatment (band ligation or sclerotherapy) compared to late UGIE. In the multivariable logistic regression model, the endoscopic hemostatic treatment showed a negative association with early UGIE(OR=0.33;95%CI=0.1-0.9;p = 0.04). CONCLUSIONS: This study suggests that in pediatric patients with AUGIB and portal hypertension, UGIE may be performed after 12-24 h without harm to the patient, facilitating better initial clinical stabilization/treatment and optimization of resources.


Subject(s)
Endoscopy, Gastrointestinal/statistics & numerical data , Gastrointestinal Hemorrhage/surgery , Hypertension, Portal/surgery , Time Factors , Time-to-Treatment/statistics & numerical data , Acute Disease , Adolescent , Child , Child, Preschool , Emergency Service, Hospital/statistics & numerical data , Endoscopy, Gastrointestinal/mortality , Female , Gastrointestinal Hemorrhage/etiology , Gastrointestinal Hemorrhage/mortality , Humans , Hypertension, Portal/complications , Hypertension, Portal/mortality , Infant , Male , Patient Admission/statistics & numerical data , Retrospective Studies , Treatment Outcome
12.
J Clin Gastroenterol ; 56(7): 576-583, 2022 08 01.
Article in English | MEDLINE | ID: mdl-34319947

ABSTRACT

GOALS: The aim was to investigate the impact of night-time emergency department (ED) presentation on outcomes of patients admitted for acute upper gastrointestinal hemorrhage (UGIH). BACKGROUND: The relationship between time of ED presentation and outcomes of gastrointestinal hemorrhage is unclear. STUDY: Using the 2016 and 2017 Florida State Inpatient Databases which provide times of ED arrival, we identified and categorized adults hospitalized for UGIH to daytime (07:00 to 18:59 h) and night-time (19:00 to 06:59 h) based on the time of ED presentation. We matched both groups with propensity scores, and assessed their clinical outcomes including all-cause in-hospital mortality, in-hospital endoscopy utilization, length of stay (LOS), total hospitalization costs, and 30-day all-cause readmission rates. RESULTS: Of the identified 38,114 patients with UGIH, 89.4% (n=34,068) had acute nonvariceal hemorrhage (ANVH), while 10.6% (n=4046) had acute variceal hemorrhage (AVH). Compared with daytime patients, ANVH patients admitted at night-time had higher odds of in-hospital mortality (odds ratio: 1.32; 95% confidence interval: 1.06-1.60), lower odds of in-patient endoscopy (odds ratio: 0.83; 95% confidence interval: 0.77-0.90), higher total hospital costs ($9911 vs. $9545, P <0.016), but similar LOS and readmission rates. Night-time AVH patients had a shorter LOS (5.4 vs. 5.8 d, P =0.045) but similar mortality rates, endoscopic utilization, total hospitalization costs, and readmission rates as daytime patients. CONCLUSIONS: Patients arriving in the ED at night-time with ANVH had worse outcomes (mortality, hospitalization costs, and endoscopy utilization) compared with daytime patients. However, those with AVH had comparable outcomes irrespective of ED arrival time.


Subject(s)
Emergency Service, Hospital , Esophageal and Gastric Varices , Gastrointestinal Hemorrhage/therapy , Adult , Emergency Service, Hospital/economics , Endoscopy, Gastrointestinal/statistics & numerical data , Esophageal and Gastric Varices/complications , Esophageal and Gastric Varices/therapy , Gastrointestinal Hemorrhage/diagnosis , Gastrointestinal Hemorrhage/etiology , Hospital Mortality , Humans , Length of Stay , Patient Readmission/statistics & numerical data , Retrospective Studies , Time Factors , Treatment Outcome
13.
Comput Math Methods Med ; 2021: 2144472, 2021.
Article in English | MEDLINE | ID: mdl-34777559

ABSTRACT

PURPOSE: In order to resolve the situation of high missed diagnosis rate and high misdiagnosis rate of the pathological analysis of the gastrointestinal endoscopic images by experts, we propose an automatic polyp detection algorithm based on Single Shot Multibox Detector (SSD). METHOD: In the paper, SSD is based on VGG-16, the fully connected layer is changed to a convolutional layer, and four convolutional layers with successively decreasing scales are added as a new network structure. In order to verify the practicability, it is not only compared with manual polyp detection but also with Mask R-CNN. RESULTS: Multiple experimental results show that the mean Average Precision (mAP) of the SSD network is 95.74%, which is 12.4% higher than the manual detection and 5.7% higher than the Mask R-CNN. When detecting a single frame of image, the detection speed of SSD is 8.41 times that of manual detection. CONCLUSION: Based on the traditional pattern recognition algorithm and the target detection algorithm using deep learning, we select a variety of algorithms to identify and classify polyps to achieve efficient detection results. Our research demonstrates that deep learning has a lot of room for development in the field of gastrointestinal image recognition.


Subject(s)
Algorithms , Deep Learning , Endoscopy, Gastrointestinal/methods , Polyps/diagnostic imaging , Computational Biology , Databases, Factual , Diagnostic Errors/prevention & control , Diagnostic Errors/statistics & numerical data , Endoscopy, Gastrointestinal/statistics & numerical data , Humans , Image Interpretation, Computer-Assisted/methods , Image Interpretation, Computer-Assisted/statistics & numerical data , Intestinal Polyps/classification , Intestinal Polyps/diagnosis , Intestinal Polyps/diagnostic imaging , Neural Networks, Computer , Polyps/classification , Polyps/diagnosis , Stomach Diseases/classification , Stomach Diseases/diagnosis , Stomach Diseases/diagnostic imaging
14.
Hepatol Commun ; 5(10): 1784-1790, 2021 10.
Article in English | MEDLINE | ID: mdl-34558832

ABSTRACT

Current clinical guidelines by both American Association for the Study of Liver Disease and European Association for the Study of the Liver recommend endoscopy in all patients admitted with acute variceal bleeding within 12 hours of admission. Transjugular intrahepatic portosystemic shunt (TIPS) creation may be considered in patients at high risk if hemorrhage cannot be controlled endoscopically. We conducted a cross-sectional observational study to assess how frequently TIPS is created for acute variceal bleeding in the United States without preceding endoscopy. Adult patients undergoing TIPS creation for acute variceal bleeding in the United States (n = 6,297) were identified in the last 10 available years (2007-2016) of the National Inpatient Sample. Hierarchical logistic regression was used to examine the relationship between endoscopy nonutilization and hospital characteristics, controlling for patient demographics, income level, insurance type, and disease severity. Of 6,297 discharges following TIPS creation for acute variceal bleeding in the United States, 31% (n = 1,924) did not receive first-line endoscopy during the same encounter. Rates of "no endoscopy" decreased with increasing population density of the hospital county (nonmicropolitan counties 43%, n = 114; mid-size metropolitan county 35%, n = 513; and central county with >1 million population 23%, n = 527) but not by hospital teaching status (n = 1,465, 32% teaching vs. n = 430, 26% nonteaching; P = 0.10). Higher disease mortality risk (odds ratio, 0.42; 95% confidence interval, 0.22-0.80; P = 0.02) was associated with lower odds of noncompliance. Conclusion: One third of all patients undergoing TIPS creation for acute variceal bleeding in the United States do not receive first-line endoscopy during the same encounter. Patients admitted to urban hospitals are more likely to receive guideline-concordant care.


Subject(s)
Endoscopy, Gastrointestinal/statistics & numerical data , Esophageal and Gastric Varices/surgery , Gastrointestinal Hemorrhage/surgery , Portasystemic Shunt, Transjugular Intrahepatic/statistics & numerical data , Practice Patterns, Physicians'/statistics & numerical data , Acute Disease , Adolescent , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Esophageal and Gastric Varices/complications , Female , Gastrointestinal Hemorrhage/etiology , Hospitalization/statistics & numerical data , Humans , Logistic Models , Male , Middle Aged , Prevalence , Severity of Illness Index , Treatment Outcome , United States/epidemiology , Young Adult
15.
Dig Liver Dis ; 53(10): 1320-1326, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34348881

ABSTRACT

BACKGROUND: The extent to which patients with acute variceal bleeding (AVB) receive recommended care is largely unknown. AIM: to evaluate the adherence of the 4 major Baveno VI recommendations [vasoactive agents, prophylactic antibiotic, esophagogastroduodenoscopy (EGD) within 12 hours, endoscopic variceal ligation (EVL)] as a marker of quality of an emergency model. METHODS: Retrospective evaluation of AVB admissions to a tertiary centre in which endoscopy was available 24hours-a-day, with a regional out-of-hours service at night (the furthest hospital is 200Km away). Patients were divided in directly admitted or transferred from other centres. RESULTS: 210 AVB patients were included; 101 (48.1%) were directly admitted. The majority of patients were submitted to vasoactive agents (85.7%) and prophylactic antibiotics (79%) before EGD. In 178 patients (84.8%) endoscopy was performed within 12h and EVL was the procedure of choice in 116 (74.8%) (only oesophageal varices). No significant differences were observed between directly admitted and transferred patients in adherence rates. Overall rebleeding rate was 8.6%, in-hospital mortality 11.4% and 6-week mortality 20%. CONCLUSION: Adherence to quality metrics was high which might have played a vital role for reported outcomes. These results suggest that this model of care, provides accessibility and equity in access to urgent endoscopy.


Subject(s)
Emergency Service, Hospital/standards , Endoscopy, Gastrointestinal/statistics & numerical data , Esophageal and Gastric Varices/therapy , Gastrointestinal Hemorrhage/therapy , Guideline Adherence , After-Hours Care/statistics & numerical data , Aged , Esophageal and Gastric Varices/epidemiology , Esophageal and Gastric Varices/etiology , Female , Gastrointestinal Hemorrhage/epidemiology , Gastrointestinal Hemorrhage/etiology , Hospitalization/statistics & numerical data , Humans , Liver Cirrhosis/complications , Male , Middle Aged , Portugal/epidemiology , Retrospective Studies
17.
Clin Transl Gastroenterol ; 12(6): e00365, 2021 06 01.
Article in English | MEDLINE | ID: mdl-34060496

ABSTRACT

INTRODUCTION: The initial surge of the coronavirus disease 2019 (COVID-19) pandemic prompted national recommendations to delay nonurgent endoscopic procedures. The objective of this study was to provide real-world data on the impact of COVID-19 on endoscopic procedures in a safety-net healthcare system and cancer center affiliated with a tertiary academic center. METHODS: This retrospective cohort study used a combination of electronic health record data and a prospective data tool created to track endoscopy procedures throughout COVID-19 to describe patient and procedural characteristics of endoscopic procedures delayed during the initial COVID-19 surge. RESULTS: Of the 480 patients identified, the median age was 57 years (interquartile range 46-66), 55% (n = 262) were male, and 59% self-identified as white. Colonoscopy was the most common type of delayed procedure (49%), followed by combined esophagogastroduodenoscopy (EGD) and colonoscopy (22%), and EGD alone (20%). Colorectal cancer screening was the most common indication for delayed colonoscopy (35%), and evaluation of suspected bleeding (30%) was the most common indication for delayed combined EGD and colonoscopy. To date, 46% (223/480) of delayed cases have been completed with 12 colorectal, pancreatic, and stomach cancers diagnosed. Sociodemographic factors, procedure type, and sedation type were not significantly associated with endoscopy completion. The median time to endoscopy after delayed procedure was 88 days (interquartile range 63-119) with no differences by procedure type. DISCUSSION: To minimize potential losses to follow-up, delayed, or missed diagnoses and to reduce progression of gastrointestinal diseases, all efforts should be used to ensure follow-up in those whose endoscopic procedures were delayed because of COVID-19.


Subject(s)
COVID-19/epidemiology , Delayed Diagnosis , Endoscopy, Gastrointestinal/statistics & numerical data , Gastrointestinal Diseases/diagnosis , Pandemics , Aged , Female , Gastrointestinal Diseases/therapy , Humans , Male , Middle Aged , Retrospective Studies , SARS-CoV-2 , Time-to-Treatment , Washington/epidemiology
18.
BMC Cancer ; 21(1): 576, 2021 May 19.
Article in English | MEDLINE | ID: mdl-34011301

ABSTRACT

BACKGROUND: Malignant gastric outlet obstruction (MGOO) occasionally occurs due to pancreaticobiliary cancer. Endoscopic duodenal stenting (DS) is a common treatment for MGOO. However, it has been reported that DS does not have sufficient patency time for it to be used in patients who have a potentially increased lifespan. Nowadays, systemic chemotherapy for pancreaticobiliary cancer has developed, and its anti-tumour effect would make time to stent dysfunction longer. Therefore, we retrospectively evaluated the association between objective response to systemic chemotherapy, followed by DS and time to stent dysfunction in patients with advanced pancreaticobiliary cancer. METHODS: This retrospective study included 109 patients with advanced pancreaticobiliary cancer who received systemic chemotherapy after DS. Patients who showed complete or partial response were defined as responders. The rest were defined as non-responders. Time to stent dysfunction was compared between responders and non-responders using the landmark analysis at 2 months after DS. Death without recurrence of MGOO was considered as a competing risk for time to stent dysfunction. RESULTS: Combination and monotherapy regimens were adopted for 46 and 63 patients, respectively. Median progression-free survival and overall survival were 3.2 months (95% confidence interval [CI], 2.4-4.0) and 6.0 months (95% CI, 4.6-7.3). Objective response was observed in 21 patients (19.3%). Median time to stent dysfunction was 12.5 months (95% CI, 8.4-16.5) in the entire cohort. In 89 patients, responders had a lower cumulative incidence of stent dysfunction than non-responders: 9.5 and 19.1% at 6 months, and 19.0 and 27.9% at 1-year, respectively. There was difference of time to stent dysfunction between responders and non-responders among patients who received combination regimen as the first-line treatment with p-value of 0.009: cumulative incidence was 0 and 42.9% at 6 months, and 9.3 and 57.1% at 1-year, respectively. CONCLUSIONS: Longer time to stent dysfunction is expected when systemic chemotherapy following DS suppresses tumour progression; DS is slated to be a standard treatment for MGOO even in patients with pancreaticobiliary cancer and a long lifespan.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Endoscopy, Gastrointestinal/adverse effects , Equipment Failure/statistics & numerical data , Gastric Outlet Obstruction/surgery , Gastrointestinal Neoplasms/drug therapy , Pancreatic Neoplasms/drug therapy , Adult , Aged , Aged, 80 and over , Endoscopy, Gastrointestinal/instrumentation , Endoscopy, Gastrointestinal/methods , Endoscopy, Gastrointestinal/statistics & numerical data , Female , Gastric Bypass/statistics & numerical data , Gastric Outlet Obstruction/etiology , Gastrointestinal Neoplasms/complications , Gastrointestinal Neoplasms/mortality , Gastrointestinal Neoplasms/pathology , Humans , Incidence , Male , Middle Aged , Neoplasm Invasiveness , Pancreatic Neoplasms/complications , Pancreatic Neoplasms/mortality , Pancreatic Neoplasms/pathology , Progression-Free Survival , Retrospective Studies , Stents/adverse effects , Stents/statistics & numerical data , Time Factors
19.
Surg Clin North Am ; 101(2): 373-379, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33743975

ABSTRACT

Although obesity rates are growing across the world, endoscopic modalities to treat obesity and its metabolic consequences are advancing rapidly. Multiple devices and techniques dedicated to weight management are being developed and have either been approved for use or are undergoing clinical trial. This article reviews many of these endoscopic interventions in bariatric surgery, including gastric aspiration devices, incisionless magnetic anastomotic systems, endoluminal bypass barrier sleeves, primary surgery obesity endoluminal, endoscopic sleeve gastroplasty, and duodenal mucosal resurfacing. These effective techniques may serve either as a primary therapy or as a bridge to bariatric surgery.


Subject(s)
Bariatric Surgery/statistics & numerical data , Endoscopy, Gastrointestinal/statistics & numerical data , Obesity/surgery , Bariatric Surgery/methods , Endoscopy, Gastrointestinal/methods , Humans
20.
Cancer Prev Res (Phila) ; 14(5): 521-526, 2021 05.
Article in English | MEDLINE | ID: mdl-33627398

ABSTRACT

Disruptions in cancer screening due to the COVID-19 pandemic may disproportionally affect patients with inherited cancer predisposition syndromes, including Lynch syndrome. Herein, we study the effect of the COVID-19 pandemic on endoscopic surveillance in Lynch syndrome through a prospective study of patients with Lynch syndrome at a tertiary referral center who were scheduled for endoscopic surveillance during the COVID-19 pandemic shutdown between March 16, 2020 and June 4, 2020. Of our cohort of 302 individuals with Lynch syndrome, 34 (11%) had endoscopic procedures scheduled during the COVID-19 pandemic shutdown. Of the 27 patients whose endoscopic surveillance was canceled during this period, 85% rescheduled procedures within 6 months with a median delay of 72 days [interquartile range (IQR), 55-84 days], with identification of an advanced adenoma or gastrointestinal cancer in 13%. Individuals who did not have a rescheduled endoscopic procedure were significantly younger than those with a rescheduled procedure [age 35 (IQR, 26-43) vs. age 55 (IQR, 43-63), P = 0.018]. Male sex was also suggestive of increasing likelihood of not having a rescheduled procedure. Taken together, our study demonstrates that the COVID-19 pandemic shutdown led to delayed endoscopic surveillance in Lynch syndrome, with potentially impactful delays among young patients. These data also emphasize the importance of timely surveillance in Lynch syndrome during this current, as well as potential future, global pandemics. PREVENTION RELEVANCE: The COVID-19 pandemic has led to unprecedented disruptions in cancer screening, which may have disproportionate effects on individuals at increased cancer risk, including those with Lynch syndrome. Herein, we show that the COVID-19 pandemic led to significant disruptions in Lynch syndrome surveillance with potentially impactful delays, thus highlighting the importance of ensuring timely surveillance among this high-risk cohort.


Subject(s)
COVID-19/epidemiology , Colorectal Neoplasms, Hereditary Nonpolyposis/diagnosis , Early Detection of Cancer/statistics & numerical data , Endoscopy, Gastrointestinal/statistics & numerical data , Practice Patterns, Physicians'/statistics & numerical data , SARS-CoV-2/physiology , Adult , COVID-19/virology , Female , Humans , Male , Middle Aged , Pennsylvania/epidemiology , Prospective Studies
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