Convolutional neural network for high-resolution wetland mapping with open data: Variable selection and the challenges of a generalizable model.

Landscape scale wetland conservation requires accurate, up-to-date wetland maps. The most useful approaches to creating such maps are automated, spatially generalizable, temporally repeatable, and can be applied at large spatial scales. However, mapping wetlands with predictive models is challenging due to the highly variable characteristics of wetlands in both space and time.

Usage considerations for headspace-gas chromatography-ion mobility spectrometry as a suitable technique for qualitative analysis in a routine lab.

The potential of headspace-gas chromatography-ion mobility spectrometry (HS-GC-IMS) to perform non-targeted qualitative analysis of complex samples has led to an unprecedented increase in its popularity in recent years. The operating principle of IMS makes quality control essential to ensure adequate results. Besides this, the suitability of GC-IMS is determined by multiple phenomena that take place before and during IMS detection.

Landscape of Genome-Wide DNA Methylation of Colorectal Cancer Metastasis.

Colorectal cancer is a heterogeneous disease caused by both genetic and epigenetics factors. Analysing DNA methylation changes occurring during colorectal cancer progression and metastasis formation is crucial for the identification of novel epigenetic markers of patient prognosis. Genome-wide methylation sequencing of paired samples of colon (normal adjacent, primary tumour and lymph node metastasis) showed global hypomethylation and CpG island (CGI) hypermethylation of primary tumours compared to normal.

Beneficial Effect of a Resorbable Biliary Stent in Living Donor Liver Transplantation.

Background: Living donor liver transplantation (LDLT) entails a significant number of bile duct complications. We aimed to diminish the biliary complication rate with the use of a resorbable biliary stent (RBS) during LDLT. The objective of this study is to describe the surgical techniques and the associated outcomes, especially in terms of safety, of RBS use in LDLT.

Outcomes of pancreatogastrostomy with gastric partition after pylorus-preserving pancreaticoduodenectomy with gastric partition.

Introduction: Pylorus-preserving pancreatoduodenectomy with gastric partition (PPPD-GP) seems to be associated to a better postoperative outcome than conventional pancreaticojejunostomy in the setting of a prospective-randomized study. The aim of this study is to further evaluate the surgical outcome in a series of 129 consecutive patients.

Methods: Between 2007 and June 2013, 129 patients with periampullary tumors surgically treated with PPPD-GP were retrospectively analyzed.

Single-incision laparoscopic cholecystectomy for day surgery procedure: are we prepared?

Single-incision laparoscopic surgery (SILS) for cholecystectomy is a well-established procedure and represents the next step in developing the concept of fast track surgery. This report describes our experience with SILS cholecystectomy in patients that stay overnight. Between February 2009 and July 2010, patients referred for cholecystectomy to the day surgery unit who agreed to undergo SILS were included in a prospective study.