And here I thought this kind of technology was only useful in terrifying dystopias.
How we can create equity for all communities?
Adewole Adamson, MD, of the University of Texas, Austin, aims to create more equity in health care by gathering data from more diverse populations by using artificial intelligence (AI), a type of machine learning. Dr. Adamson’s work is funded by the American Cancer Society (ACS), an organization committed to advancing health equity through research priorities, programs and services for groups who have been marginalized.
Melanoma became a particular focus for Dr. Adamson after meeting Avery Smith, who lost his wife—a Black woman—to the deadly disease.
Avery Smith (left) and Adamson (sidenote)
This personal encounter, coupled with multiple conversations with Black dermatology patients, drove Dr. Adamson to a concerning discovery: as advanced as AI is at detecting possible skin cancers, it is heavily biased.
To understand this bias, it helps to first know how AI works in the early detection of skin cancer, which Dr. Adamson explains in his paper for the New England Journal of Medicine (paywall). The process uses computers that rely on sets of accumulated data to learn what healthy or unhealthy skin looks like and then create an algorithm to predict diagnoses based on those data sets.
This process, known as supervised learning, could lead to huge benefits in preventive care.
After all, early detection is key to better outcomes. The problem is that the data sets don’t include enough information about darker skin tones. As Adamson put it, “everything is viewed through a ‘white lens.’”
“If you don’t teach the algorithm with a diverse set of images, then that algorithm won’t work out in the public that is diverse,” writes Adamson in a study he co-wrote with Smith (according to a story in The Atlantic). “So there’s risk, then, for people with skin of color to fall through the cracks.”
Tragically, Smith’s wife was diagnosed with melanoma too late and paid the ultimate price for it. And she was not an anomaly—though the disease is more common for White patients, Black cancer patients are far more likely to be diagnosed at later stages, causing a notable disparity in survival rates between non-Hispanics whites (90%) and non-Hispanic blacks (66%).
As a computer scientist, Smith suspected this racial bias and reached out to Adamson, hoping a Black dermatologist would have more diverse data sets. Though Adamson didn’t have what Smith was initially looking for, this realization ignited a personal mission to investigate and reduce disparities.
Now, Adamson uses the knowledge gained through his years of research to help advance the fight for health equity. To him, that means not only gaining a wider array of data sets, but also having more conversations with patients to understand how socioeconomic status impacts the level and efficiency of care.
“At the end of the day, what matters most is how we help patients at the patient level,” Adamson told Upworthy. “And how can you do that without knowing exactly what barriers they face?”
"What matters most is how we help patients at the patient level."https://www.kellydavidsonstudio.com/
The American Cancer Society believes everyone deserves a fair and just opportunity to prevent, find, treat, and survive cancer—regardless of how much money they make, the color of their skin, their sexual orientation, gender identity, their disability status, or where they live. Inclusive tools and resources on the Health Equity section of their website can be found here. For more information about skin cancer, visit cancer.org/skincancer.
'Social media is not reality and your entire life should not revolve around it.'
No one who has ever lived to see old age has also thwarted growing older. But with age comes the gift of wisdom, along with maybe a wrinkle or two.
However, passing along that hard-earned knowledge isn’t always easy. After all, when we’re younger, the world seems to be much more simple. We are not yet fully aware that things never stop changing—trends that were once the “it” things will eventually become a source of embarrassment. Or worse … come back as “retro” or “nostalgic.” Ouch.
That’s right, kids. Believe it or not, there will come a time when even Billie Eilish isn’t cool anymore!
Of course, we’re not just talking about fashion or taste in music. Hopefully, we all expand our world view after our teenage years, growing more mature, grounded and less self-absorbed. That’s not always the case, of course, but that is the goal.
Reddit user u/Slight_Weight asked folks to share things that teens today “are not ready to hear.” Honestly I expected to find cynical, snarky “kids today don’t know anything” type of comments. But on the contrary, a lot of it really was tough love. And truthfully, much of the advice isn’t age-specific. They’re just good “be a kind human” reminders all around. And then other answers were just plain funny.Check out 17 of the best answers. For the youngsters, just trust us on this. And for the … um … more refined crowd, you’ll probably relate to them all.
Thick? Thin? Polka dotted? Which is it???Giphy
Okay, maybe the cute cat videos.Giphy
I bet teens don't even know who this is.Giphy
Welcome to Cringeville.Giphy
Loneliness is a serious problem.
This article originally appeared on 04.27.22
Loneliness is one of the most dangerous health problems in the United States, although it’s seldom discussed. Psychology Today says loneliness has the same mortality risks as obesity, smoking, alcoholism and physical inactivity.
A meta-analysis from Brigham Young University found that social isolation may increase the risk of premature death by up to 50%. The problem with loneliness is that people suffer in silence and it afflicts the ones we don’t see.
A TikTok user who goes by the name Megan Elizabeth recently shared a touching story on social media about how her grandfather was feeling lonely so he reached out to her. The story shows what can happen when one person is brave enough to confront their social isolation and the important role grandkids can play in their grandparents’ lives.
It started when Megan's grandpa texted her to ask if she'd like to come over for a sleepover. “I haven’t been feeling well and miss you. We can order food and watch a mystery show. Love, grandpa,” he wrote.
Megan was happy to go see him, so grandpa made a series of requests to make the sleepover a hit.
“Could you pick up applesauce? The cinnamon kind,” he asked. “And if you go somewhere with mash potatoes, I would like that because I have no teeth and can only eat soft things. Ha!”
He also wanted some strawberry ice cream for dessert. “Thank you. You are my favorite granddaughter,” he ended the conversation. Megan later noted that she’s his only granddaughter.
Megan came by with a big bag of food and some ice cream and the two hung out and watched his favorite black-and-white “mystery movies.” When it was time for bed, grandpa hadn't forgotten how to put her to sleep. He got her a glass of water to put by the bed in case she got thirsty and left a flashlight on the nightstand just in case his 29-year-old granddaughter got scared.
The next morning, at 5:30 am, he watched her leave for work.
Grandfather and granddaughter grew up close to one another. Megan lived with her grandparents when she was young while her parents saved up money for a house. When they bought one, it was right across the street.
“I am so lucky to have grown up with my grandpa and my grandma (rest in peace),” she wrote on Instagram. “I feel so happy. I am thankful for my grandpa and he will never understand how much love he truly has shown me. And more importantly, the love he showed my grandma while she was alive. I believe in love and loyalty because of this man. He is my hero,” she added.
Megan's time with her grandfather made her realize a valuable lesson about her life.
"I think one of the most important realizations I have had recently is that it’s important to live in the moment but it is important to live in the now with intent," she wrote on Instagram, "so that when you are 92, you look back and smile at all the people you loved, the memories you made and the life you chose to live."
Please, for goodness sake, no phone calls.
The concept of being an introvert versus an extrovert is a fairly new one. Swiss psychiatrist Carl Jung first came up with both terms in the early 1900s, and from the get-go, it was understood that people’s personalities generally fell somewhere between the two extremes.
Nowadays introverts are often mislabeled as being antisocial, which isn’t necessarily true. Going off of the Jung definition, introverted people simply orient toward their “internal private world of inner thoughts and feelings”—unlike extroverts, who “engage more with the outside world of objects, sensory perception, and action.”
Most introverts will tell you, it’s not that we hate people. We just find them … draining. What we tend to detest are things like trivial small talk and the cacophony of large groups. But even that, many introverts can turn on for, enjoy even … so long as we can promptly go home afterwards and veg out.
Being introverted is certainly not unique—up to half of the entire population is estimated to be introverted. Heck, it’s even a trait for animals. And it’s certainly not a weakness. Many notable leaders were known for being reserved. However, the world is often made to favor extroversion, making it hard for introverts to be understood, let alone valued.
Reddit user Sarayka81 asked for introverts to share their “nightmare situations.” The answers are an eye-opening (and pretty hilarious) glimpse into how one person’s idea of normal, or even fun, can be another person’s torture.
Enjoy 15 of the best responses. Introverts, beware.
1. Public marriage proposals
"I've told every partner so far, if you propose in public I will turn it down." – @AngelaTheRipper
“All those youtube videos of these big proposals, like a whole dance routine pop up…everyone is like ‘omg what a great gesture!’ No. no. no.” – fearme101
“You mean there's more stuff to do after the stuff we planned on doing? I only have so much energy to deal with people and it was already used up.” – @Nyctomancer
3. Being picked out of the crowd to speak
“People who just raise their hand to be chosen are true heroes." – @Chogolatine
Give hand-raisers a trophy.Giphy
4. Unexpected visitors
"As a child my worst nightmare was when my parents got visitors and I'm stuck upstairs hungry and thirsty because I can't access the kitchen." – @mikasott
"Ask them nicely, 'would you kindly REMOVE yourself from my personal space.'" – @GDog507
"But that requires talking to them." – @StinkyKittyBreath
5. Introducing yourself
"I get locked jaw when this happens. Along with sweaty palms and cold sweat." – @ellisonjune
6. Multiple conversations at once
“I was at a conference where everyone is doing the circle thing and I was chatting with some people about some interesting, but pretty dry, industry topics. All of the sudden I hear someone in another conversation circle say something along the lines of: ‘Yeah man, gorillas will rip your head off.’
All of the sudden, I can't concentrate on my current conversation and my brain tunes into the gorilla conversation instead. I could not for the life of me tune back into my main conversation.” – @reAchilles
Who could pay attention after gorillas are mentioned?Giphy
7. Running into someone you know in a public place
"All you want to do is read your book, but there's no way out and you decide to put up a brave front. Already you can hear the office gossip in your head: ‘Oh my God, guess who I was stuck on the train with…’Nightmare fuel. Work from home was a blessing in this regard." – @jew_bisquits
8. Singing “Happy Birthday” at a restaurant
“This shouldn't be legal” – @Chogolatine
9. Surprise parties
“I’m essentially the 49th wheel at my own party. Kill me now.” – @Anneboleyn33
10. Being talked over
“Especially when the only thing the person interjects with is filler or exclamatory flurry that adds nothing to the conversation while stifling any other contribution. Things like 'yes girl yes!' or 'I can’t believe that!' or …even loud forced laughter - really any noise interjected in that space to make it seem like they’re contributing or listening instead of actually participating." – @torn_anteater
Repeat back what I just said. I dare you.Giphy
11. Networking events
"Don’t forget to come up with a fun fact!" – @sub_surfer
12. Extroverts who just don’t get it
"'Wanna hang out this Saturday?'
... Saturday arrives, 10 minutes before hangout time ...
'Oh also I invited my friend you have never met before to join us.'" – @drflanigan
13. Phone calls
“Receiving and twice as bad having to make one." – @Isand0
Phones are meant for texts, emails and games, not calls!Giphy
14. Impromptu work presentations
"I need like a couple days to prepare myself for any speaking engagement lol." – @koriroo
15. Party games that involve small talk
"'Who's up for two truths and a lie?'
Thinks … Can they all be lies? No … What are the most boring truths I can think of so no one comes up to talk to me after this?'" – @littlewittlediddle