From predictions to prescriptions: A data-driven response to COVID-19.

The COVID-19 pandemic has created unprecedented challenges worldwide. Strained healthcare providers make difficult decisions on patient triage, treatment and care management on a daily basis. Policy makers have imposed social distancing measures to slow the disease, at a steep economic price.

COVID-19 mortality risk assessment: An international multi-center study.

Timely identification of COVID-19 patients at high risk of mortality can significantly improve patient management and resource allocation within hospitals. This study seeks to develop and validate a data-driven personalized mortality risk calculator for hospitalized COVID-19 patients. De-identified data was obtained for 3,927 COVID-19 positive patients from six independent centers, comprising 33 different hospitals.

Effect of screw threading dislocations and inverse domain boundaries in GaN on the shape of reciprocal-space maps.

The microstructure of polar GaN layers, grown by upgraded high-temperature vapour phase epitaxy on [001]-oriented sapphire substrates, was studied by means of high-resolution X-ray diffraction and transmission electron microscopy. Systematic differences between reciprocal-space maps measured by X-ray diffraction and those which were simulated for different densities of threading dislocations revealed that threading dislocations are not the only microstructure defect in these GaN layers. Conventional dark-field transmission electron microscopy and convergent-beam electron diffraction detected vertical inversion domains as an additional microstructure feature.

[Prolonged blocking of the brachial plexus by axillary approach in children].

Surgical interventions were carried out under combined total anesthesia with prolonged blocking of the brachial plexus via axillary approach in 40 children aged 4-14 years with surgical diseases of the arms. Prolonged axillary blockade maintained adequate analgesia in the lower third of the brachial bone, ulnar joint, forearm, and hand for 24-48 h. The proposed protocols of lidocaine and bupivacaine infusion into the axillary space of the brachial plexus caused no toxic reactions in children of this age group.

[Caudal epidural anesthesia in children operated on in the area of the lumbosacral segments].

Analgesia of children operated on the lumbosacral segments is discussed. Balanced total anesthesia was used with caudal epidural blocking by a combination of alpha 2-agonist clofelin, local amide anesthetic bupivacaine, and narcotic analgesic promedol. Injection of a combination of clofelin (0.