Can an algorithm detect skin cancer as well as a dermatologist?lesbian dry humping orgasm porn sex videos Scientists say yes, at least, according to a new study out this week.
A group of researchers at Stanford say they have trained AI to be as reliable as human dermatologists at detecting skin cancer and that the technology may someday be able work on smartphones.
SEE ALSO: Here's why those tech billionaires are throwing millions at ethical AIThe researchers, who published their findings in the journal Naturethis week, first trained a neural network using 129,450 photos representing more than 2,000 different types of skin conditions. Using one of Google's image recognition algorithms, the teams says they were able to train the neural network to identify both malignant and benign skin lesions.
They then worked with 21 human dermatologists, showing them images of some of the most common and deadly forms of skin cancer and asked whether they would recommend treatment based on what they saw.
When they compared the algorithm's performance with that of the dermatologists, they found the humans performed at the same level as the AI, the researchers said.
We realized it was feasible, not just to do something well, but as well as a human dermatologist
“We realized it was feasible, not just to do something well, but as well as a human dermatologist,” Sebastian Thrun, of Stanford's AI Lab, said in a blog post about the study. “That’s when our thinking changed."
Researchers say they are optimistic the technology could eventually be brought to smartphones so it would be available outside of a lab. They believe "it will be relatively easy to transition the algorithm to mobile devices," opening up the possibility of at-home testing for at least some types of skin cancer. Still, don't expect to see it on a smartphone in the near future.
Susan Swetter, a professor of dermatology and one of the paper's co-authors, cautions that "rigorous prospective validation of the algorithm is necessary before it can be implemented in clinical practice, by practitioners and patients alike.”
More testing aside, a smartphone version of the program would likely face regulatory hurdles before it could be approved for consumer use.
Still, even the idea of such a system is enough to excite the researchers, who say their findings could impact tests for other conditions as well. Andre Esteva, one of the paper's co-authors, says the implications could be far-reaching.
“Everyone will have a supercomputer in their pockets with a number of sensors in it, including a camera. What if we could use it to visually screen for skin cancer? Or other ailments?”
BetBoom Team против Team Tidebound — ставки на киберспорт
Researchers trained seals to sing songs you know and it's wild
Two new 12
Volutions
Утонченная и развратная — косплей на Зельду из The Legend of Zelda
MotoGP livestream: Watch the 2024 Japanese Grand Prix for free
Elon Musk's X fined over $400,000 for refusing to address child abuse concerns
Ohio State vs. Iowa football livestreams: kickoff time, streaming deals, and more
Та самая сцена у бассейна — косплей на Аску из ?Евангелиона?
Apple fixes iPhone 16 touch screen bug in iOS 18.0.1
Wordle today: The answer and hints for January 15
'The Platform 2's twisty ending, explained
Meta unveils it's newest AI tool, Movie Gen
Best early October Prime Day Chromebook deals: Nothing on Amazon, yet
Savage уступила Virtus.pro в матче первого дивизиона BetBoom Битва Чемпионов 2025
Miami bakes in unusual heat before Democratic debates kick off
NYT Strands hints, answers for October 4
NYT Strands hints, answers for October 4
Неземной косплей на Марику из Elden Ring
Best smartwatch deal: Get the Samsung Galaxy Watch 7 for its lowest price yet at Amazon
The best October Prime Day deals under $25Best Prime Day robot vacuum mop deal: $300 off Ecovacs X2 OmniUtah is suing TikTok, claiming it harms childrenBest Prime Day robot vacuum deal: 45% off Roborock S7Best October Prime Day TV deals: Grab your cheap QLED now for the rest of football seasonSnag a refurbished Xbox Series X for $399.99 on Prime DayAirPods Pro Prime Day deal: 2nd Gen at lowest priceMajority of women declined sex due to body insecurities, dating app findsOctober Prime Day deals still live on Amazon: Apple AirPods, Nintendo Switch, and morePrime Day robot vacuum deals: Multiple Roombas are 50% off right now Double Feature at Japan Foundation L.A. Sen. Duckworth Visits Taiwan as China Ups Military Threat Kimochi’s Silver Bells 2021 Arts & Crafts and Food Faire Japanese American Citizens League Demands That Senate Pass H.R.8 No one allowed to split Taiwan from China: mainland official Two Receive Ryo and Jean Komae Scholarships PLA drills a deterrent to 'Taiwan independence': mainland spokesperson Symposium on Anti PLA enhances combat readiness with operations around Taiwan Island City and Faith Leaders Host Solidarity Vigil Against Hate
0.1761s , 14400.5078125 kb
Copyright © 2025 Powered by 【lesbian dry humping orgasm porn sex videos】Enter to watch online.Artificial intelligence could one day diagnose skin cancer from smartphones,
