Detection of necrotic enteritis risk through non-invasive monitoring of Clostridium perfringens in feces.

Necrotic enteritis (NE), caused by the gram-positive, anaerobic bacterium, Clostridium perfringens, results in an estimated $6 billion in annual economic losses to the global poultry industry. C. perfringens is part of the normal microflora of the poultry gastrointestinal tract, but damage to the intestinal epithelium can lead to increased cell proliferation and production of toxins which gives rise to disease.

Approaches and Challenges in Managing Treatment-Resistant Hypertension: A Case Report.

Treatment-resistant hypertension (TRH) is defined by consistently elevated blood pressure readings unresponsive to medical management. In clinical practice, it poses a significant challenge due to the intertwining variables that may cause the issue to persist such as lifestyle, genetics, and other comorbidities, as opposed to simple medication non-adherence. This report describes the case of a 68-year-old female patient presenting for a routine follow-up with persistently elevated ambulatory blood pressure readings.

Deep Multimodal Fusion of Data With Heterogeneous Dimensionality via Projective Networks.

The use of multimodal imaging has led to significant improvements in the diagnosis and treatment of many diseases. Similar to clinical practice, some works have demonstrated the benefits of multimodal fusion for automatic segmentation and classification using deep learning-based methods. However, current segmentation methods are limited to fusion of modalities with the same dimensionality (e.

Management strategies for patients with neurologic stimulators during nonneurologic surgery: an update and review.

Purpose Of Review: The goal of this review is to summarize the perioperative management of noncardiac implanted electrical devices (NCIEDs) and update the anesthesiologist on current recommendations for management when a NCIED is encountered during a nonneurosurgical procedure.

Recent Findings: Indications for NCIEDs continue to expand, and increasing numbers of patients with NCIEDs are presenting for nonneurosurgical procedures. Recent case reports demonstrate that NCIEDs may meaningfully affect perioperative management including use of electrocautery and neuromonitoring.

Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning.

Background And Objectives: Age-related macular degeneration (AMD) is a degenerative disorder affecting the macula, a key area of the retina for visual acuity. Nowadays, AMD is the most frequent cause of blindness in developed countries. Although some promising treatments have been proposed that effectively slow down its development, their effectiveness significantly diminishes in the advanced stages.