Or you can use reject
method
$newColection = $collection->reject(function($element) {
return $item->selected != true;
});
or pull
method
$selected = [];
foreach ($collection as $key => $item) {
if ($item->selected == true) {
$selected[] = $collection->pull($key);
}
}