Automatic evaluation of degree of cleanliness in capsule endoscopy based on a novel CNN architecture.

Capsule endoscopy (CE) is a widely used, minimally invasive alternative to traditional endoscopy that allows visualisation of the entire small intestine. Patient preparation can help to obtain a cleaner intestine and thus better visibility in the resulting videos. However, studies on the most effective preparation method are conflicting due to the absence of objective, automatic cleanliness evaluation methods. In this work, we aim to provide such a method capable of presenting results on an intuitive scale, with a relatively light-weight novel convolutional neural network architecture at its core. We trained our model using 5-fold cross-validation on an extensive data set of over 50,000 image patches, collected from 35 different CE procedures, and compared it with state-of-the-art classification methods. From the patch classification results, we developed a method to automatically estimate pixel-level probabilities and deduce cleanliness evaluation scores through automatically learnt thresholds. We then validated our method in a clinical setting on 30 newly collected CE videos, comparing the resulting scores to those independently assigned by human specialists. We obtained the highest classification accuracy for the proposed method (95.23%), with significantly lower average prediction times than for the second-best method. In the validation of our method, we found acceptable agreement with two human specialists compared to interhuman agreement, showing its validity as an objective evaluation method.

Accuracy of the Ultra-Rapid Urease Test for diagnosis of Helicobacter pylori infection.

BACKGROUND: Rapid Urease Test (RUT) is a simple, cheap and relatively fast method for diagnosing Helicobacter pylori infection. It is therefore the preferred method used for patients undergoing gastroscopy. Most kits require 24h to give results. The new Ultra-Rapid Urease Test (URUT) kit by Biohit® requires less than 1h. OBJECTIVE: To determine URUT's diagnostic accuracy. METHOD: Prospective, blind, multi-centre study involving dyspeptic patients. One corpus biopsy and three antral biopsies were obtained during gastroscopy for standard histological analysis, RUT and URUT. The URUT result was checked after 1min, 5min, 30min and 60min and the RUT was checked over the course of 24h. Histology was used as the gold standard test. RESULTS: 144 patients were included, 68% female, with a mean age of 49 years old; 50% were H. pylori positive. RUT and URUT diagnoses were correct in 85.9% and 90% of the cases, respectively. The mean waiting time for a positive RUT result was 6h. The sensitivity, specificity, and positive and negative predictive values for RUT were, respectively, 82%, 90%, 89% and 84%. The URUT's results were similar (85%, 94%, 94% and 87%). These figures improved when patients taking PPIs were excluded (RUT: 86%, 91%, 93% and 83%; URUT: 91%, 94%, 96% and 89%). No statistically significant differences were found when comparing RUT and URUT distributions of correct diagnoses (McNemar's Test, p=0.3) but there was a tendency towards better results with the URUT. CONCLUSION: The URUT is equivalent to (or slightly better than) the traditional RUT in diagnosing H. pylori infection, and provides results in less than an hour.

Primary Small Cell Carcinoma of the Esophagus: Clinico- pathological Features and Therapeutic Options.

Primary esophageal small cell carcinoma (SmCC) is a rare disease with a poor prognosis despite agressive multimodality combination treatment. This article presents the case of a 76-year old women diagnosed with pimary esophageal SmCC. The diagnosis was established by upper gastrointestinal endoscopy with biopsies that confirmed an esophageal SmCC positive to synaptophysin, chromogranin, CD56, TTF-1, and cytokeratin 8/18. Further staging procedures included CT, PET and EUS, followed by combination chemotherapy and radiotherapy. Restaging was then performed, again with PET and CT of the thorax, abdomen and pelvis. This was then followed by salvage esophagectomy due to the presence of residual tumor. Surgical pathology confirmed a 3 cm SmCC, with invasion of the submucosa and lymphovascular invasion. In conclusion, the article describes the rare occurrence of esophageal SmCC, together with the algorithm of diagnosis and staging based on state-of-the-art imaging methods. This was followed by combination chemoradiotherapy and surgical esophagectomy as the standard of care in this aggressive disease.

[Medium-term management of protein-losing enteropathy of cardiac origin unresponsive to medical therapy in a patient awaiting heart transplantation]. / Manejo a medio plazo de la enteropatía pierde-proteínas de causa cardíaca, en un paciente que no responde al tratamiento médico, en espera de trasplante cardíaco.

Protein-losing enteropathy is characterized by excessive leaking of serum proteins into the gastrointestinal tract, as a result of disease progression in several diseases. We report the case of a 17-year-old-woman with hypoproteinemia, generalized edema and serosal effusions diagnosed as protein-losing enteropathy due to right ventricular failure secondary to previous surgical damage. All previously described therapies were ineffective in curing or relieving the disease or its symptoms, and the patient was listed for heart transplantation. During the 7-month period on the waiting list, the patient was managed as an outpatient, with fortnightly albumin infusions and intravenous furosemide administration, which allowed her a better quality of life during that period, avoiding further admissions.

[Fungal liver abscesses in a patient with primary sclerosing cholangitis and Crohn's disease]. / Abscesos hepáticos fúngicos en un paciente con colangitis esclerosante primaria y enfermedad de Crohn.

Liver abscesses are a relatively infrequent complication of inflammatory bowel disease. These abscesses are usually multiple and of polymicrobial origin. The development of primary sclerosing cholangitis in inflammatory bowel disease, although provoking alterations in biliary morphology and a higher incidence of infections, does not predispose patients to the development of liver abscesses. We describe a new case of primary sclerosing cholangitis and Crohn's disease with multiple fungal liver abscesses caused by Candida albicans. The patient had developed a duodenal-biliary fistula. Antibiotic therapy produced clinical response and surgery was performed to repair the fistula.