The
music video was directed by Jay Levey and
Robert K. Weiss and is set in a
hospital. It parodies several elements of the promotional video for "Like a Virgin", famously set in
Venice; Yankovic singing on a moving
gurney references Madonna on a canal boat, and both videos feature a lion at the beginning. During one scene, a
Madonna wannabe is sitting in a corner filing her nails. At the end of the "Like a Surgeon" music video, dance moves and scene changes spoof the video for Madonna's "
Burning Up", then Yankovic and two dancers perform a routine that spoofs the video for "
Lucky Star". Both songs appear on Madonna's
first album. The video also includes the famous PA announcement from
The Three Stooges ("Paging Dr. Howard, Dr. Fine, Dr. Howard"). The visual would later be included on Yankovic's 1992 video album
The "Weird Al" Yankovic Video Library. Filming was done at a closed hospital that had been turned into a set for various productions where hospital shots were needed. The lion was real, and Yankovic recalled several of the actors were slightly intimidated by the lion being led through the sets. The singer has performed "Like a Surgeon" at several of his concert tours. A staff member from
Rolling Stone called the renditions a "key part of Yankovic's live show[s] for decades". For the performance, he mocks Madonna's "Middle Eastern rendition" from her
Blond Ambition World Tour of 1990, as shown in her 1991 documentary film
Madonna: Truth or Dare. ==Track listing and formats==