Sorry to hear that,
I think, you better inform your international student adviser  and your professor. Request them to write a letter saying that you are a good student through out the all semesters and they need students like you in their university.  Apply again.. and tell them that you want to complete the PhD program and return back to Nepal.

Also I wish your mom will recover soon.

Good Luck