Novel applications of generative adversarial networks (GANs) in the analysis of ultrafast electron diffraction (UED) images.

Inferring transient molecular structural dynamics from diffraction data is an ambiguous task that often requires different approximation methods. In this paper, we present an attempt to tackle this problem using machine learning. Although most recent applications of machine learning for the analysis of diffraction images apply only a single neural network to an experimental dataset and train it on the task of prediction, our approach utilizes an additional generator network trained on both synthetic and experimental data.

Hyperoxia and angiogenesis.

We hypothesized that tissue hyperoxia would enhance and hypoxia inhibit neovascularization in a wound model. Therefore, we used female Swiss-Webster mice to examine the influence of differential oxygen treatment on angiogenesis. One milliliter plugs of Matrigel, a mixture of matrix proteins that supports but does not itself elicit angiogenesis, were injected subcutaneously into the mice.

Clinical characteristics and echocardiographic features of black men vs. black women with systolic heart failure.

Purpose: We sought to determine whether significant differences exist in clinical characteristics and echocardiographic features between black men and black women who presented to an outpatient heart failure clinic.

Methods: A retrospective review of the charts of 114 consecutive patients with systolic dysfunction who presented to a heart failure clinic in Brooklyn from 1999--2003 was performed. The first echocardiogram within six months of presentation to the clinic was used for analysis.

The early effect of the Roux-en-Y gastric bypass on hormones involved in body weight regulation and glucose metabolism.

Objective: To evaluate the early effect of Roux-en-Y (RYGB) gastric bypass on hormones involved in body weight regulation and glucose metabolism. SIGNIFICANT BACKGROUND DATA: The RYGB is an effective bariatric procedure for which the mechanism of action has not been elucidated yet. Reports of hormonal changes after RYGB suggest a possible endocrine effect of the operation; however, it is unknown whether these changes are the cause or rather the effect of surgically induced weight loss.

Early experience with computer-mediated flexible circular stapling technique for upper gastrointestinal anastomosis.

Background: Creating the proximal anastomosis in laparoscopic biliopancreatic diversion with duodenal switch (LBPD-DS) and Roux-en-Y gastric bypass (LRYGBP) is a critical step in ensuring the success of the procedures. The aim of this study was to assess the safety and efficiency of performing this anastomosis using a flexible, computerized, circular stapling device.

Method: We prospectively monitored the use of a newly FDA-approved stapling device (SurgASSIST, Power Medical Intervention) for the construction of the proximal anastomosis by a variety of approaches and reviewed the charts of 10 patients.

Laparoscopic biliopancreatic diversion with duodenal switch.

The biliopancreatic diversion with duodenal switch combines a sleeve gastrectomy with a duodenoileal switch to achieve maximum weight loss. Consistent excess weight loss between 70% to 80% is achieved with acceptable decreased long-term nutritional complications. With a higher entry weight, the super obese patient (body mass index [BMI] >50 kg/m(2)) benefits the greatest from a procedure that produces a higher mean excess weight loss.