Facebook and NYU claim to have developed three machine learning models to help doctors predict how COVID-19 patients' condition may develop. Facebook said the model using sequential chest X-rays can predict up to "four days" in advance if a patient may need more intensive care solutions. The predictions could help doctors avoid sending at-risk patients home too soon, Facebook added.