The first lady is scheduled to re-emerge in the public eye later Monday at a private reception for families of US soldiers killed in action -- her first public appearance since being hospitalized last month.
But the event is billed as closed press, only heightening speculation about why Donald Trump's wife is avoiding the cameras.
Melania Trump, 48, has not been spotted since May 10, when she joined the president in greeting three American hostages released by North Korea.
Shortly afterwards she entered Walter Reed National Military Medical Center for what the White House described as a benign kidney procedure.
Despite the operation's routine nature, Melania remained there for five days, returning to the White House May 19.
On Sunday her spokeswoman Stephanie Grisham confirmed that Melania will not accompany the president to the G7 summit in Canada, nor to planned North Korea nuclear talks in Singapore.
It is a noticeable shift from weeks prior to her kidney surgery, when she engaged in several high profile events.
In April, she represented the Trumps at former first lady Barbara Bush's funeral, rolled out her "Be Best" awareness campaign to help children, and orchestrated an elaborate state dinner with French President Emmanuel Macron and wife Brigitte.
Following her medical operation, her absence at events where the public has come to expect to see her alongside the president was well documented, leading her to take to Twitter to castigate reporters.
"I see the media is working overtime speculating where I am & what I'm doing," she tweeted Wednesday, assuring she was "here at the @WhiteHouse w my family, feeling great, & working hard."
The tweet sparked a conspiracy theory that Trump himself may have written Melania's message, given that "working overtime" is a favorite idiom of the president when he tweets about the press.
Comedian Sarah Silverman re-tweeted the first lady's post, adding: "Who is this? where's Melania?"
The first lady skipped ceremonies including a Memorial Day wreath-laying.
Imagination 'running wild'
The rumor mill has churned online.
Some have speculated she has moved back to New York City, or is cooperating with special counsel Robert Mueller, while others offer she may be healing after some secret plastic surgery.
Such a weeks-long disappearance by a modern-day first lady is indeed rare, said Ohio University history professor Katherine Jellison, an expert on first ladies.
"I'm amazed Mrs Trump has been able to do it," she told AFP.
The first lady is not an elected position, and Melania Trump is under no obligation to keep the American people abreast of her health, activities or whereabouts.
Several 19th century first ladies spent long periods out of view. But over the past half century it has become the public expectation that people know the basic narrative of the first lady's activities.
Melania Trump, never one to obsess like her husband about media attention, has laid low before.
She went quiet in March as a media storm raged about revelations that her husband's lawyer paid porn star Stormy Daniels $130,000 before the 2016 election to keep silent over her alleged affair with Trump years earlier.
White House silence, including about why Melania spent five days in hospital for a routine procedure, is only fueling the speculation.
"Without greater detail about her 'benign' condition, the public imagination is running wild," Jellison said.
"For most of the 20th century and certainly in the 21st century, a first lady hasn't had the option of not being a public figure -- regardless of unfortunate personal circumstances," Jellison said.
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