(CNN) -- North Korean state media has attempted to end the international speculation about the whereabouts of leader Kim Jong Un by publishing the first photos of him in more than a month.
The North Korean leader gave "field guidance" to a newly built residential district and visited the Natural Energy Institute of the State Academy of Sciences, state news agency KCNA reported Tuesday.
Kim hadn't been seen in public since he reportedly attended a concert with his wife on September 3. It's his longest absence from official events since he made his first public appearance in 2010, according to NK News, a website devoted to analyzing North Korea.
In the undated photos, Kim was surrounded by officials and could be seen walking with a cane. He was smiling and didn't appear, in the photos at least, to be in pain.
After a mysterious absence of several weeks, undated photos of Kim Jong Un were published in state media on October 14. He's seen with officials, walking with a cane.
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Before his disappearance, Kim was seen limping, prompting theories that he was suffering everything from weight gain to gout.
Non appearance
His sudden disappearance took a concerning turn on Friday when he didn't appear at a events to mark the 65th anniversary of the Worker's Party of North Korea.
In previous years, Kim has attended the Kamsusan Palace of the Sun in Pyongyang to pay tribute to his father and grandfather. This year his name was absent from the list of attendees. Instead, KCNA reported that flowers were presented at the shrine in Kim's name.
Kim's failure to appear fueled rampant speculation: Was there a power shift in the North Korean hierarchy? Could the young leader be ill?
According to Dr. Kim So-Yeon, the former personal doctor to Kim's grandfather Kim Il Sung, Kim inherited a number of health issues, including psychological problems and a history of obesity.
She told CNN both Kim Il Sung and Kim's father Kim Jong Il suffered from diabetes, heart problems and stress.
After studying the photos, she said Kim's face appeared to have been swollen due to painkillers. And she also speculated that he has been receiving hormone shots to make him look more like his grandfather, the much-revered founder of North Korea.
On Tuesday, U.S. National Security Council spokesman Patrick Ventrell said he could not confirm the KCNA report.
"We have seen these breaking reports but have nothing for you on their authenticity at this time," he said.
Before this absence, Kim's longest disappearance from public view as Supreme Leader was 24 days between June 7 and July 1, 2012. His second longest absence was for 29 days between July 28 and August 27, 2011 -- while his father was still alive, NK News said.
Kim's sole public appearance in September was at a Moranbong Band concert at Pyongyang's Mansudae Art Theatre, reported by state media on September 4.
He was accompanied by his wife, Ri Sol Ju, his sister Kim Yo Jong and several top officials including Hwang Pyong So.
CNN's Madison Park and Jim Acosta contributed to this report.
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The photos were published in state media, Rodong Sinmun, alongside a front page article about the North Korean leader. Speculation went into overdrive on Friday after Kim failed to attend events on the 65th anniversary of the Workers' Party.
This is the main image that appeared on the article, which said the North Korean leader gave "field guidance" to a newly built residential district. He also visited the Natural Energy Institute of the State Academy of Sciences, state news agency KCNA said early Tuesday.
At Seoul Railway Station on October 14, a man watches a TV news program showing North Korean leader Kim Jong Un using a cane.
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