Elwood Stanley Brown (April 9, 1883 – March 24, 1924) was an American sports administrator, and basketball coach.

As a leader in the YMCA, he promoted sports in the Philippines, helped establish the Far Eastern Games, and founded the first Boy Scout troops in the Philippines.

Brown worked closely with Pierre de Coubertin and the International Olympic Committee in propagating the Olympic Games through the YMCA.

Brown died of complications from a heart attack on March 24, 1924, at age 40.

[17] # denotes interim head coach