You definitely dont want to be taking estrogen.

Increased estrogen in males can cause prostate cancer and also gyno(female breast characteristics).
Most male hair loss is due to testosterone being converted to dihydrotestosterone (DHT). Finasteride at 1mg would be the best thing to try.