Young students just finishing medical schools across the U.S. and Europe are being rushed into hospitals overwhelmed by the new coronavirus to combat a global health catastrophe.

Many are forgoing final elective classes, logging onto Zoom or Webex to recite the Hippocratic oath and donning protective gear to begin their careers, often in areas far from the specialties they plan to pursue.

“We...