МVP для AGI — что это? Продолжаем разбор проектов — Построитель грамматик и онтологий, Манипулятор пультами, Виртуальный попугай, Универсальный торговый бот, Автономный дрон — Антон Колонин и Виктор Артюхов, 10 июня 18:00-20:30 (время Московское)

NLPAug: Python-библиотека для аугментации текстовых данных

https://neurohive.io/ru/novosti/nlpaug-python-biblioteka-dlya-augmentacii-tekstovyh-dannyh/

@machinelearning_ru

Enzyme-powered nanomotors are an exciting technology for biomedical applications due to their ability to navigate within biological environments using endogenous fuels. However, limited studies into their collective behavior and demonstrations of tracking enzyme nanomotors in vivo have hindered progress toward their clinical translation. Here, we report the swarming behavior of urease-powered nanomotors and its tracking using positron emission tomography (PET), both in vitro and in vivo. For that, mesoporous silica nanoparticles containing urease enzymes and gold nanoparticles were used as nanomotors. To image them, nanomotors were radiolabeled with either 124I on gold nanoparticles or 18F-labeled prosthetic group to urease. In vitro experiments showed enhanced fluid mixing and collective migration of nanomotors, demonstrating higher capability to swim across complex paths inside microfabricated phantoms, compared with inactive nanomotors. In vivo intravenous administration in mice confirmed their biocompatibility…