Directional wavelet based features for colonic polyp classification.

In this work, various wavelet based methods like the discrete wavelet transform, the dual-tree complex wavelet transform, the Gabor wavelet transform, curvelets, contourlets and shearlets are applied for the automated classification of colonic polyps. The methods are tested on 8 HD-endoscopic image databases, where each database is acquired using different imaging modalities (Pentax's i-Scan technology combined with or without staining the mucosa), 2 NBI high-magnification databases and one database with chromoscopy high-magnification images. To evaluate the suitability of the wavelet based methods with respect to the classification of colonic polyps, the classification performances of 3 wavelet transforms and the more recent curvelets, contourlets and shearlets are compared using a common framework. Wavelet transforms were already often and successfully applied to the classification of colonic polyps, whereas curvelets, contourlets and shearlets have not been used for this purpose so far. We apply different feature extraction techniques to extract the information of the subbands of the wavelet based methods. Most of the in total 25 approaches were already published in different texture classification contexts. Thus, the aim is also to assess and compare their classification performance using a common framework. Three of the 25 approaches are novel. These three approaches extract Weibull features from the subbands of curvelets, contourlets and shearlets. Additionally, 5 state-of-the-art non wavelet based methods are applied to our databases so that we can compare their results with those of the wavelet based methods. It turned out that extracting Weibull distribution parameters from the subband coefficients generally leads to high classification results, especially for the dual-tree complex wavelet transform, the Gabor wavelet transform and the Shearlet transform. These three wavelet based transforms in combination with Weibull features even outperform the state-of-the-art methods on most of the databases. We will also show that the Weibull distribution is better suited to model the subband coefficient distribution than other commonly used probability distributions like the Gaussian distribution and the generalized Gaussian distribution. So this work gives a reasonable summary of wavelet based methods for colonic polyp classification and the huge amount of endoscopic polyp databases used for our experiments assures a high significance of the achieved results.

Doppler Ultrasound and Transient Elastography in Liver Transplant Patients for Noninvasive Evaluation of Liver Fibrosis in Comparison with Histology: A Prospective Observational Study.

BACKGROUND AND AIM: Accurate quantification of progressive liver disease is essential for therapeutic decisions and follow-up for patients who underwent liver transplantation. To evaluate the quality of noninvasive assessment of liver fibrosis in these patients, we compared Doppler ultrasound of the hepatic blood vessels as well as transient elastography (TE, FibroScan(®)) with liver biopsy following transplantation. METHODS: We performed Doppler ultrasound of the hepatic veins, hepatic artery, and portal vein as well as a TE in 48 patients who underwent liver transplantation 12 months ago. Hepatic venous flow was evaluated by determination of the resistance index (HVRI) of the right hepatic vein. Doppler and TE results were compared with histopathologic workup of a 12-month protocol liver biopsy after transplantation. RESULTS: HVRI showed a high reliability in predicting liver fibrosis stage FII or higher (AUROC of 0.99 ± 0.001 for FII or higher, the HVRI < 1.05 with a sensitivity and specificity of 100 and 91.43 %) compared to histopathologic workup (Desmet's score) and was comparable to TE analysis. Both HVRI and TE differed significantly in no or minimal fibrosis versus FII or higher (p < 0.001). In contrast, portal vein and hepatic artery did not show significant changes in blood flow in our study population. CONCLUSIONS: Hepatic vein flow resistance index is a valuable tool in noninvasive evaluation of liver fibrosis in liver transplantation follow-up predicting FII or higher and might help reducing the number of protocol biopsies needed.

[Diagnostic value of routine ileum biopsy in patients with chronic diarrhoea--a prospective monocentric study]. / Die diagnostische Bedeutung der Ileumbiopsie bei chronischer Diarrhö--eine prospektive monozentrische Studie.

BACKGROUND AND AIMS: In patients with chronic diarrhoea of unknown origin, colonoscopy with intubation of the terminal ileum and performance of biopsies are standard in the diagnostic work-up. While the importance of random biopsies in the colon even in cases with normal endoscopic appearance has been proven in several studies, the role of biopsies in the terminal ileum under these circumstances is not well defined. PATIENTS AND METHODS: In this prospective observational 24-month study patients with chronic diarrhoea of unknown cause were included. All patients underwent colonoscopy with intubation and biopsy of the terminal ileum. These biopsies have been analysed, their diagnostic value has been compared to the endoscopic appearance and the clinical diagnosis was investigated. RESULTS: In 159 patients, the terminal ileum showed a pathological endoscopic appearance in 27 cases (17 %). In 22 (81.5 %) of these 27 patients diagnostic pathological findings were present, in 4 cases (14.8 %) non-specific histological changes were detected and in one patient (3.7 %), histology was normal. In contrast, only in one of 132 cases with normal endoscopic appearance, did histopathology show a significant pathology (celiac disease). In 30 of the 132 patients (22.7 %) with a normal endoscopic appearance, distinctive histological features were detected (slight eosinophilia or elevated mucosal immune cell count), but not classified as diagnostic. In all cases, these features were also present in simultaneously performed colonic biopsies. CONCLUSIONS: Routine biopsy of the terminal ileum, when normal endoscopic appearance is documented, does not give any additional information and cannot be recommended as a standard procedure in endoscopic work-up of chronic diarrhoea.

[Abnormal liver function tests in the intensive care unit]. / Leberwerterhöhung auf der Intensivstation.

Abnormal liver biochemical and function tests are found in the majority of critically ill patients and are associated with increased mortality. Frequent causes for elevated liver function tests in the intensive care unit (ICU) are acute hepatic dysfunction due to acute hepatitis, acute liver failure (ALF), and drug-induced liver injury (DILI). Furthermore, exacerbations of pre-existing liver diseases (acute on chronic) and secondary liver injury during critical diseases such as sepsis, right heart failure, or cardiogenic shock, resulting in ischemic or hypoxic hepatitis, need to be considered. Elevated liver enzymes may also reflect a complication of ICU treatment measures like drug-related hepatotoxicity, secondary sclerosing cholangitis in critically ill patients (SC-CIP), or related to parenteral nutrition. Comprehensive diagnostic evaluation is essential to identify the underlying etiology of abnormal liver function tests and to initiate the appropriate therapeutic strategies.

[Bleeding origin, patient-related risk factors, and prognostic indicators in patients with acute gastrointestinal hemorrhages requiring intensive care treatment. A retrospective analysis from 1999 to 2010]. / Ursachen, patientenspezifische Risikofaktoren und prognostische Indikatoren bei akuter gastrointestinaler Blutung und intensivmedizinischer Therapieindikation. Eine retrospektive Untersuchung der Jahre 1999-2010.

BACKGROUND: Gastrointestinal bleeding (GIB) is a common problem in elderly patients involving severe comorbidities and concomitant antiplatelet or anticoagulatory therapy. The risk factors and prognostic indicators of patients with severe GIB requiring intensive care medical treatment have not been well evaluated. METHODS: A retrospective analysis of 7,376 patients from the medical intensive care unit (ICU) at the University Hospital Aachen was carried out between 1999 and 2010. RESULTS: Of 614 patients admitted to the ICU because of acute GIB, 463 (75%) presented with upper GIB (UGIB) and 151 (25%) with lower GIB (LGIB). Despite early endoscopic intervention and ICU treatment, UGIB had a mortality rate of 16%, whereas LGIB showed a significantly better prognosis (mortality <5%) in the ICU setting. Risk factors for OGIB-related mortality were hemodynamic instability, organ failure, comorbidities (especially liver cirrhosis), and rebleeding. In total, 218 patients (36%) were treated with antiplatelet or anticoagulatory drugs, which were associated with a favorable prognosis in the UGIB group. Elevated serum lactate levels upon admission were superior in predicting mortality than established indicators of prognosis such as the Rockall or the Glasgow-Blatchford score. CONCLUSIONS: Despite successful endoscopic intervention, severe acute UGIB is associated with a significant mortality rate of 16% in the ICU setting, determined by hemodynamic failure, organ dysfunction, and comorbidities. The serum lactate levels of patients with GIB on the day of admission to the ICU are prognostic.

[Gastrointestinal bleeding in liver cirrhosis at the ICU]. / Gastrointestinale Blutungen als Komplikation von Patienten mit Leberzirrhose auf der Intensivstation.

Due to portal hypertension and bleeding disorders, patients with liver cirrhosis are at increased risk for severe gastrointestinal bleedings (GIB), commonly requiring therapy at the intensive care unit (ICU). In order to identify epidemiological and prognostic factors for GIB in cirrhotic patients, we retrospectively analysed patients from our medical ICU from 1999 to 2010. Among 7376 critically ill patients, 650 (8.8 %) were diagnosed with liver cirrhosis. Hepatic cirrhosis was frequently found in ICU patients admitted due to severe GIB (23.2 % of 711 patients had cirrhosis). Moreover, patients with cirrhosis were at increased risk to develop severe GIB during intensive care treatment (40.9 % of 44 patients with GIB during ICU stay had cirrhosis). Besides the high rate of variceal bleedings (64.4 %) in cirrhotic patients, non-variceal haemorrhages were also common (28.5 %). We identified the MELD score and necessity of mechanical ventilation as independent risk factors for mortality in cirrhotic patients with severe GIB. Patients with liver cirrhosis and severe GIB had significantly impaired prognosis (case-related fatality rate of 26.1 % with cirrhosis vs. 6.8 % without cirrhosis), especially in cases of newly developed GIB during ICU therapy. Advanced therapeutic approaches and novel strategies are warranted to improve the critical prognosis of these high-risk patients.

Endoscopic ultrasound as an early diagnostic tool for primary sclerosing cholangitis: a prospective pilot study.

BACKGROUND AND STUDY AIMS: Primary sclerosing cholangitis (PSC) is a rare, chronic cholestatic liver disease, which typically affects middle-aged men and is frequently associated with inflammatory bowel disease. Early recognition and accurate diagnosis remains a clinical challenge. Invasive diagnostic procedures, such as endoscopic retrograde cholangiography or liver biopsy are needed when magnetic resonance cholangiopancreatography remains inconclusive. As these procedures are associated with significant risks, the current study sought to determine whether endoscopic ultrasound (EUS) of the biliary tract is a useful diagnostic tool in cases of suspected PSC. PATIENTS AND METHODS: In a prospective pilot study, 138 patients presenting with chronic cholestatic hepatopathy were screened and 32 patients with possible PSC were evaluated further. In addition to all routine measures, EUS was included in the diagnostic work-up.  The following parameters were evaluated and compared with the definitive diagnosis: wall thickening ( ≥ 1.5  mm), irregular wall structure, significant changes of caliber of the common bile duct, and perihilar lymphadenopathy. RESULTS: In the 138 patients screened, a PSC prevalence of 13 % was found. Of the 32 patients included in the study, 17 had large-duct PSC diagnosed. When two of the aforementioned four parameters showed PSC-like features, sensitivity and specificity of predicting PSC were 76.4 % and 100 %, with positive and negative predictive values of 100 % and 79 %, respectively. In four patients presenting with strictly intrahepatic disease, EUS was not diagnostic. CONCLUSIONS: EUS proved to be a valuable tool in suspected PSC and accurately predicted extrahepatic disease. EUS should be evaluated further as an early procedure in routine diagnostic measurements. This approach promises a significant improvement in disease detection as well as a reduction in high risk invasive procedures.

Doppler ultrasound of hepatic blood flow for noninvasive evaluation of liver fibrosis compared with liver biopsy and transient elastography.

BACKGROUND: Accurate quantification of liver fibrosis is essential for therapeutic decision-making and follow-up of chronic liver diseases. AIMS: To optimize the quality of non-invasive assessment of liver fibrosis in patients with chronic hepatopathy we compared Doppler ultrasound with liver histology and transient elastography (TE). METHODS: In this prospective observational study, we performed Doppler ultrasound of hepatic blood vessels as well as TE in 125 patients who underwent liver biopsy for diagnostic work-up of hepatopathy. Hepatic venous flow was evaluated by determining resistance index (HVRI) of the right hepatic vein. Doppler and TE results were compared with histological staging, grading and degree of steatosis obtained by liver biopsy. RESULTS: HVRI showed a high reliability in predicting fibrosis stage FII or higher (AUROC 93.7 %, HVRI < 1.185; sensitivity 89.66 % and specificity 86.32 %) and was superior to TE. Neither steatosis nor inflammation had significant influence on HVRI-based estimation of fibrosis (1.45 ± 0.2; 1.26 ± 0.05; 1.06 ± 0.06; 0.87 ± 0.08; 0.46 ± 0.11 for F0-FIV, respectively). HVRI differed significantly in different stages of fibrosis. In contrast, portal vein and hepatic artery only showed significant changes in higher stages of fibrosis. Hepatic artery resistance index was elevated (0.67-0.74; p < 0.05); portal vein flow maximum and undulation were significantly reduced in higher fibrosis (p < 0.05 and p < 0.01, respectively). CONCLUSIONS: Hepatic blood flow analysis, especially HVRI, provides useful information during assessment of hepatopathy and is a reliable predictor of liver fibrosis stage FII or higher as part of the non-invasive diagnostic work-up and follow-up in chronic liver disease.

Computer-aided classification of colorectal polyps based on vascular patterns: a pilot study.

BACKGROUND AND STUDY AIMS: Recent studies have shown that narrow-band imaging (NBI) is a powerful diagnostic tool for differentiating between neoplastic and nonneoplastic colorectal polyps. The aim of the present study was to develop and evaluate a computer-based method for automated classification of colorectal polyps on the basis of vascularization features. PATIENTS AND METHODS: In a prospective pilot study with 128 patients who were undergoing zoom NBI colonoscopy, 209 detected polyps were visualized and subsequently removed for histological analysis. The proposed computer-based method consists of image preprocessing, vessel segmentation, feature extraction, and classification. The results of the automated classification were compared to those of human observers blinded to the histological gold standard. RESULTS: Consensus decision between the human observers resulted in a sensitivity of 93.8 % and a specificity of 85.7 %. A "safe" decision, i. e., classifying polyps as neoplastic in cases when there was interobserver discrepancy, yielded a sensitivity of 96.9 % and a specificity of 71.4 %. The overall correct classification rates were 91.9 % for the consensus decision and 90.9 % for the safe decision. With ideal settings the computer-based approach achieved a sensitivity of approximately 90 % and a specificity of approximately 70 %, while the overall correct classification rate was 85.3 %. The computer-based classification showed a specificity of 61.2 % when a sensitivity of 93.8 % was selected, and a 53.1 % specificity with a sensitivity of 96.9 %. CONCLUSIONS: Automated classification of colonic polyps on the basis of NBI vascularization features is feasible, but classification by observers is still superior. Further research is needed to clarify whether the performance of the automated classification system can be improved.

Value of magnifying endoscopy in classifying colorectal polyps based on vascular pattern.

BACKGROUND AND STUDY AIMS: Narrow-band imaging (NBI) has been developed as a new technique to differentiate tissue patterns in vivo. The aim of this study was to evaluate the diagnostic accuracy of NBI endoscopy with and without high magnification for the differentiation of neoplastic from non-neoplastic colorectal polyps. PATIENTS AND METHODS: Among 200 colorectal polyps from 131 patients, 100 lesions were classified according to vascular patterns by NBI endoscopy with high optical magnification and 100 lesions by high-definition endoscopy without high magnification. Additionally, the clarity of the vessel network was assessed. Histologic analysis was performed on all lesions. RESULTS: NBI endoscopy with high magnification resulted in a sensitivity of 92.1 % and a specificity of 89.2 % for the differentiation of neoplastic versus non-neoplastic lesions. This performance was statistically comparable to high-definition NBI endoscopy without high magnification, which showed a sensitivity of 87.9 % and specificity of 90.5 %. However, vessel network was significantly better visualized by NBI endoscopy with optical magnification compared with high-definition NBI endoscopy without high magnification. In comparison with NBI endoscopy, white-light endoscopy, with or without magnification, resulted in inferior discrimination between neoplastic and non-neoplastic polyps. CONCLUSION: The results demonstrate that the superior visibility of capillary vessels by the NBI technique allows the evaluation of colorectal lesions - based on the vascular patterns - with high diagnostic accuracy. In clinical routine, high-definition NBI endoscopy without high magnification may be used to sufficiently predict colorectal polyp histology, and high magnification can additionally facilitate visualization of vascular networks.

[The value of duodenal biopsy within routine upper endoscopy: a prospective study in 1000 patients]. / Die Wertigkeit der tiefen Duodenalbiopsie im Rahmen der Routineendoskopie: Eine prospektive Studie mit 1000 Patienten.

BACKGROUND AND AIM: Several gastrointestinal diseases are localised in the small bowel and are confirmed by duodenal biopsies upon upper gastrointestinal endoscopy. However, the clinical value of routine duodenal biopsies during endoscopy has not been satisfactorily defined and was assessed in the current study. METHODS: In 1000 consecutive patients duodenal biopsies were performed during routine upper gastrointestinal endoscopy. Endoscopic diagnoses, symptoms and the prevalence of anaemia were correlated with the histological diagnoses. RESULTS: Coeliac disease and giardiasis was diagnosed in 18 and two patients, respectively (2.0 % of all cases). In 11 (55 %) patients the diagnosis was already made macroscopically during endoscopy. The sensitivity for endoscopic diagnosis of coeliac disease MARSH III was 84.6 %. There was no correlation between clinical symptoms, the prevalence of anaemia and the diagnosis of coeliac disease or giardiasis in our cohort. CONCLUSION: Endoscopic diagnosis of advanced celiac disease (MARSH III) can be made with high sensitivity and specifity. Nevertheless, duodenal biopsy is necessary for the diagnosis of early coeliac disease or giardiasis. However, the routine duodenal sampling of normal mucosa during gastrointestinal endoscopy cannot be recommended.

Value of magnifying chromoendoscopy and narrow band imaging (NBI) in classifying colorectal polyps: a prospective controlled study.

BACKGROUND AND STUDY AIMS: Chromoendoscopy in combination with magnifying endoscopy is useful in distinguishing neoplastic from non-neoplastic colorectal polyps. Narrow band imaging (NBI) has been developed as a new technique to differentiate tissue patterns in vivo. The aim of the present study was to directly compare the diagnostic values of chromoendoscopy and NBI for the differentiation of neoplastic from non-neoplastic colorectal polyps. PATIENTS AND METHODS: In total, 200 colorectal polyps from 99 patients were distributed in a 1 : 1 ratio in order to analyze the surface according to the pit pattern classification and vascular patterns by either magnifying chromoendoscopy or NBI magnification. Histologic analysis was performed on all lesions. RESULTS: Using the Kudo classification of mucosal patterns, NBI with magnification resulted in a sensitivity of 90.5 % and a specificity of 89.2 % for the differentiation of neoplastic vs. non-neoplastic lesions. This performance was comparable to magnifying chromoendoscopy with a sensitivity of 91.7 % and a specificity of 90 %, respectively. Using vascular patterns for differentiation, NBI with magnification correctly identified 93.7 % of neoplastic polyps and 89.2 % of non-neoplastic colorectal lesions, whereas magnifying chromoendoscopy had a specificity of 95 % but a sensitivity of only 66.7 %. CONCLUSION: NBI in combination with magnifying endoscopy is a promising tool for the differentiation of neoplastic from non-neoplastic colorectal polyps in vivo without the necessity of using dye. The detection of capillary vessels with NBI allows the evaluation of colorectal lesions based on the vascular patterns with high diagnostic accuracy.

The interleukin-6 (IL6)-174 G/C promoter genotype is associated with the presence of septic shock and the ex vivo secretion of IL6.

Septic shock is associated with a high mortality and an excessive activation of immune cascades. Interleukin (IL)-6 has been found to be a key cytokine in the pathogenesis of severe sepsis, but the importance of a regulatory polymorphism within the IL6 promoter has been controversial in these patients. The aim of the study was therefore to systematically investigate the IL6-174 G/C promoter genotype with regard to the presence of shock in patients with sepsis, the IL6 serum levels, and the ex vivo secretion of IL6, respectively. Overall, 112 consecutive subjects with severe sepsis and septic shock according to consensus criteria were enrolled. The ex vivo secretion of IL6 after stimulation with lipopolysaccharide (LPS) in a whole blood assay and the IL6 serum concentrations were determined after admission of the patients. Among the 112 subjects with severe sepsis, 85 patients fulfilled the criteria of septic shock. In these patients, the frequency of the mutated C-allele of the IL6 promoter polymorphism was significantly (P = 0.04) higher compared to that in individuals without shock. IL6 serum concentrations were highest in patients with the GG genotype (mean 2209 pg mL(-1)), followed by CG genotype (mean 1113 pg mL(-1)), and lowest in individuals with the CC genotype (mean 256 pg mL(-1)). Interestingly, a significantly (P = 0.005) higher ex vivo secretion of IL6 is detected in heterozygote individuals (535 pg mL(-1)) and patients with the IL6 CC genotype (555 pg mL(-1)) compared to patients with the -174 GG genotype (276 pg mL(-1)). In conclusion, the IL6-174 G/C promoter genotype is associated with shock in patients with sepsis. Functionally, the mutated C-allele is correlated with low IL6 serum concentrations, but a high ex vivo secretion after LPS stimulation. These results further indicate a complex regulation of the expression of IL6 during infection and have implications for the design of immune intervention trials.

Transpapillary intraductal ultrasound in the evaluation of dominant bile duct stenoses in patients with primary sclerosing cholangitis.

OBJECTIVE: Primary sclerosing cholangitis (PSC) is associated with the development of cholangiocarcinoma (CC) in approximately 9% of patients. Neither cholangiography nor endoscopic tissue sampling can reliably distinguish between CC and benign dominant bile duct stenosis. The aim of the present study was to assess the value of intraductal ultrasonography (IDUS) in distinguishing between benign and malignant dominant stenoses in PSC patients. MATERIAL AND METHODS: Forty PSC patients with dominant bile duct stenoses were studied prospectively. Transpapillary IDUS and endoscopic tissue sampling were performed in addition to endoscopic retrograde cholangiography (ERC). Cholangiography and IDUS findings were classified as malignant or benign by the investigators. Final diagnosis of malignant stenosis was based on positive histology and/or cytology, whereas a benign character was assumed in cases of negative tissue sampling and uneventful extended clinical follow-up. RESULTS: Eight PSC patients (20%) had dominant bile duct stenoses caused by CC, whereas 32 out of 40 patients (80%) had benign dominant bile duct stenoses. IDUS was significantly superior to ERC for detection of malignancy in terms of sensitivity (87.5% versus 62.5%, p=0.05), specificity (90.6% versus 53.1%, p<0.001), accuracy (90% versus 55%, p<0.001), positive predictive value (70% versus 25%, p<0.001), and negative predictive value (96.7% versus 85%, p=0.049). CONCLUSIONS: Transpapillary IDUS significantly increases the ability to distinguish malignant from benign dominant bile duct stenoses in patients with PSC.

Cholangioscopic characterization of dominant bile duct stenoses in patients with primary sclerosing cholangitis.

BACKGROUND AND STUDY AIMS: Primary sclerosing cholangitis (PSC) is associated with the development of cholangiocarcinoma in up to 10 % of patients. Cholangiography or endoscopic tissue sampling does not reliably distinguish between cholangiocarcinoma and a benign dominant bile duct stenosis. The aim of the present study was to assess the value of cholangioscopy for distinguishing between benign and malignant dominant stenoses in PSC patients. PATIENTS AND METHODS: Fifty-three PSC patients with dominant bile duct stenoses were prospectively studied. Transpapillary cholangioscopy and endoscopic tissue sampling were carried out in addition to endoscopic retrograde cholangiography (ERC). The cholangiography and cholangioscopic findings were classified as malignant or benign by the investigators. A final diagnosis of malignant stenosis was based on positive histology and/or cytology, whereas a benign condition was assumed in cases of negative tissue sampling and uneventful extended clinical follow-up. RESULTS: Twelve PSC patients (23 %) had dominant bile duct stenoses caused by cholangiocarcinoma, whereas 41 of the 53 patients (77 %) had benign dominant bile duct stenoses. Cholangioscopy was significantly superior to ERC for detecting malignancy in terms of its sensitivity (92 % vs. 66 %; P = 0.25), specificity (93 % vs. 51 %; P < 0.001), accuracy (93 % vs. 55 %; P < 0.001), positive predictive value (79 % vs. 29 %; P < 0.001), and negative predictive value (97 % vs. 84 %; P < 0.001). Transpapillary cholangioscopy is more sensitive and specific for characterizing malignant bile duct stenosis in comparison with endoscopic brush cytology. CONCLUSIONS: Transpapillary cholangioscopy significantly increases the ability to distinguish between malignant and benign dominant bile duct stenoses in patients with PSC.

[Encoding of diagnosis by medical documentation assistant or ward physician. Influence on the mapping of Diagnostic Related Group (DRG) performance]. / Diagnosenverschlüsselung durch Medizinische Dokumentationsassistentin oder Stationsarzt. Einfluss auf die Abbildung der DRG-Leistung.

BACKGROUND AND OBJECTIVE: Starting in 2004 the patient budget in Germany will be calculated according to the Diagnosis Related Group (DRG) system, by which system the monetary reward of a unit will be directly related to the quality of documentation e. g. diagnosis and procedures. The aim of this study was to compare the quality of documentation by a medical documentation assistant (MDA) with the usual practice of documentation by the ward physician (WP). Additionally, the effect of introducing a completely changed organizational process was tested. METHODS: In a prospective study on the ward of a gastroenterology unit two different approaches of medical documentation were compared. In a first six-month period diagnosis and procedures were encoded by WP. In the following six months an MDA was introduced and involved in the encoding process. RESULTS: In the first six months 221 patients (mean age 55 +/- 16,2 years, 55,7 % males) were evaluated, whereas in the following six months 305 patients (mean age 53 +/- 15,4 years, 59,9 % males) were included. The introduction of an MDA improved medical documentation and economical reference numbers: with an increase of diagnosis per case to 7,43 (in first six months 5,53), patient complexity and comorbidity level (PCCL) to 2,5 (in first six months 2,13), case-mix index to 1,04 (in first six months 0,98). Additionally the medial hospitalization time decreased from 11,2 to 8,1 days. The average daily reimbursement increased in the MDA group from 423 Euro to 603 Euro. This was calculated on the basis of a basic case factor of 2900 Euro. CONCLUSION: Introduction of an MDA in a gastroenterology ward increases the quality of documentation and results in an improved presentation of DRG-relevant efforts with a better reimbursement of medical costs.