Artificial Intelligence Assessment of Chest Radiographs for COVID-19.

Background: The sensitivity of reverse-transcription polymerase chain reaction (RT-PCR) is limited for diagnosis of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Chest computed tomography (CT) is reported to have high sensitivity; however, given the limited availability of chest CT during a pandemic, the assessment of more readily available imaging, such as chest radiographs, augmented by artificial intelligence may substitute for the detection of the features of coronavirus disease 2019 (COVID-19) pneumonia.

Methods: We trained a deep convolutional neural network to detect SARS-CoV-2 pneumonia using publicly available chest radiography imaging data including 8,851 normal, 6,045 pneumonia, and 200 COVID-19 pneumonia radiographs.

Eradication of Candida auris biofilm in vitro by a polygalacturonic and caprylic acid wound ointment.

Candida auris is a rapidly spreading virulent pathogen frequently resistant to multiple antifungal drugs that can form biofilms and infect wounds. Hence, there is a need for C. auris wound treatments not posing risks for developing antifungal resistance.

Procalcitonin Level Monitoring in Antibiotic De-Escalation and Stewardship Program for Patients with Cancer and Febrile Neutropenia.

Objective: Serial procalcitonin (PCT) monitoring has been adopted to supplement clinical judgement and help guide antibiotic therapy as part of antimicrobial stewardship programs. PCT levels peak 24 to 48 h after infection onset and decline with infection resolution. We explored the role of PCT as an infection biomarker for guiding antibiotic therapy in cancer patients hospitalized for febrile neutropenia.

Polygalacturonic acid partially inhibits matrix metalloproteinases and dehydration in wounds.

Background: Key wound environment parameters include pH, hydration, and the balance between tissue remodeling and deposition of new tissue. When prolonged inflammation is present, the proliferation phase of wound healing can be delayed because excessive protease production due to persistent inflammation can destroy newly formed tissue and prevent wounds from filling and reepithelializing.

Objective: To conduct an in vitro study of the ability of polygalacturonic acid (PG), a natural pectin derivative present in ripening fruit, to inhibit 3 destructive wound proteases and prevent dehydration in environments in which significant evaporation can occur.

A randomized non-inferiority study comparing imipenem/cilastatin/relebactam with standard-of-care Gram-negative coverage in cancer patients with febrile neutropenia.

Background: Antibiotic overuse leads to the emergence of antibiotic resistance that threatens immunocompromised cancer patients. Infections caused by MDR Gram-negative pathogens are difficult to treat and associated with high mortality. Hence, empirical therapy with standard-of-care (SOC) antibiotics could be suboptimal in these vulnerable patients.