Adapting AI to See What Doctors See: Zero-Shot Segmentation Gets a Boost

A new framework enhances the Segment Anything Model’s ability to accurately identify structures in medical images without requiring task-specific training.

A new framework enhances the Segment Anything Model’s ability to accurately identify structures in medical images without requiring task-specific training.

As a big film buff, I find it fascinating how the Hannibal Lecter stories came to be. Most people know him from the films and the TV show, and Thomas Harris wrote four novels featuring the character between 1981 and 2006 – all of which have been adapted for the screen, sometimes more than once! But what’s really interesting is that none of that would have happened without his very first novel, Black Sunday, and the movie version that came out in 1977. It was that story that really launched the whole Hannibal universe as we know it.

These shows grab your attention right away and stay engaging until the very end. Each episode consistently develops the characters, advances the plot, and explores the show’s central ideas. In an age where many viewers skip parts or get distracted, these shows demand—and deserve—focused viewing.

Criscilla Anderson, a hip-hop dancer who appeared on the Netflix reality show Country Ever After with her husband, Coffey Anderson, decided to take control of her story when she was diagnosed with colon cancer. She wanted to determine how her life would end, facing the illness with courage.

Okay, so a lot of us gamers are starting to worry about Xbox. There was a ton of talk a few months back that they might just stop making consoles altogether – I even heard stories about stores pulling them off the shelves! Target said they’re still selling Xbox stuff, thankfully, but it’s clear Microsoft is changing things up with how they’re getting consoles to players, and honestly, it doesn’t seem to be going smoothly.

Unfortunately, not all of the best English-dubbed anime are currently available on Crunchyroll. Popular shows like Steins;Gate and Death Note are famous for their excellent dubbing, but they’re either missing some episodes or aren’t on the service at all. Luckily, there’s still a great selection of fantastic English dubs to enjoy, whether you’re discovering these stories for the first time or revisiting old favorites. From thrilling sci-fi adventures to a truly influential anime from the 90s, these shows are definitely worth watching.

Today marks the 25th anniversary of the first SpongeBob SquarePants Christmas special, “Christmas Who?”, which premiered on December 7, 2000. This episode was a first for the show in several ways: it was the first holiday-themed installment, the first to be twice as long as a regular episode, the first to feature a different version of the theme song, and it introduced fans to Patchy the Pirate, the president of the SpongeBob fan club.

Prey is a remarkably smart shooter that somehow didn’t get the attention it deserved. From the very beginning, it’s intriguing and makes you think about what’s actually happening. It doesn’t rush you into action; instead, it encourages you to explore, experiment, and understand the world around you. Even now, years after its release, Prey feels fresh, bold, and more intelligent than many modern shooters. It’s a subtle game, but one that truly deserves to be recognized.

He was briefly replaced by a younger colleague, but those in charge soon realized their mistake and offered him his position back, understanding how valuable he was to the company.

Later this month, twelve celebrities will travel to Lapland to compete in a festive baking challenge: creating a magical gingerbread biscuit. They’ll then pitch their creations to major UK retailers, who will, for the first time ever on the show, sell the winning biscuit in stores nationwide. A portion of the profits will be donated to BBC Children in Need.