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ഇനി മുഖം നോക്കി കാൻസർ കണ്ടെത്താൻ ‘ഫേസ് ഏജ്’; എഐ സാങ്കേതികവിദ്യയുടെ നിർണായക ചുവടുവെപ്പുമായി ഗവേഷകർ

ആർട്ടിഫിഷ്യൽ ഇന്റലിജൻസ് അഥവാ നിർമ്മിത ബുദ്ധി ഇന്ന് എല്ലാ മേഖലയിലും സ്ഥാനം പിടിച്ചു കഴിഞ്ഞു. ഇതിൽ ആരോഗ്യ മേഖലയുടെ കാര്യം എടുത്തുപറയേണ്ട ഒന്നാണ്. പല രോഗങ്ങളും വളരെ നേരത്തെ കണ്ടെത്താനും ചികിത്സ നടത്താനും ഇന്ന് എഐ സഹായത്തോടെ കഴിയും. കാന്സറിനെതിരായ പോരാട്ടത്തില് കൃത്രിമ ബുദ്ധി മുന്പത്തേക്കളും വേഗത്തില് ഇപ്പോൾ മുന്നേറുകയാണ്. ഒരു ഫോട്ടോയിലൂടെ നിങ്ങളുടെ മുഖം വിശകലനം ചെയ്യുന്നതിലൂടെ എഐക്ക് നിങ്ങളുടെ ജൈവിക പ്രായം ഊഹിച്ചെടുക്കാന് കഴിയുമെന്നാണ് പുതിയ പഠനം കണ്ടെത്തിയത്.
മാസ് ജനറല് ബ്രിഗാമിലെ ഗവേഷകരാണ് ‘ ഫേസ് ഏജ് ‘ എന്ന ഉപകരണം വികസിപ്പിച്ചെടുത്തത്.
ഒരു വ്യക്തിയുടെ ജീവശാസ്ത്രപരമായ പ്രായം കണക്കാക്കുന്നതിലൂടെ രോഗിയുടെ മൊത്തത്തിലുള്ള ആരോഗ്യത്തെക്കുറിച്ചും കാന്സര് അതിജീവന സാധ്യതയെക്കുറിച്ചുമുള്ള വിലപ്പെട്ട വിവരങ്ങളാണ് ഇത് നല്കുന്നത്. 6000ത്തിലധികം കാന്സര് രോഗികളെ ഉള്പ്പെടുത്തിയാണ് ഈ പഠനം നടന്നത്. ഈ സാങ്കേതികവിദ്യയുടെ കണ്ടുപിടുത്തം അനുസരിച്ച് ശരാശരി കാന്സര് ബാധിച്ച രോഗികള്ക്ക് അവരുടെ പ്രായത്തേക്കാള് ഏകദേശം 5 വയസ് കൂടുതലായി കാണപ്പെടുന്നുവെന്ന് കണ്ടെത്തി.
ജനിതക ശാസ്ത്രം, ജീവിതശൈലി, പാരിസ്ഥിതിക എക്സ്പോഷറുകള് തുടങ്ങിയ ഘടകങ്ങള് ജൈവിക വാര്ദ്ധക്യത്തെ സ്വാധീനിക്കുന്നു. ചര്മ്മത്തിന്റെ ഘടന, മുഖരേഖകള് തുടങ്ങിയ സൂചനകള് വിലയിരുത്തി ജീവശാസ്ത്രപരമായ പ്രായം കണക്കാക്കാനും രോഗിയുടെ ആരോഗ്യസ്ഥിതിയെക്കുറിച്ചും കാന്സര് പോലെയുള്ള രോഗങ്ങള്ക്കെതിരായ പ്രതിരോധ ശേഷിയെക്കുറിച്ചും ഉള്ക്കാഴ്ച നല്കാന് ഫെയ്സ് ഏജിന് കഴിയും. കൂടാതെ, കാൻസർ രോഗനിർണയത്തിലും ചികിത്സയിലും വൻ കുതിച്ചു ചാട്ടമാണ് ഈ സാങ്കേതിക വിദ്യ മുന്നോട്ട് വെക്കുന്നത്.
Sources:mediamangalam
A deep-learning algorithm that predicts a person’s biological age from low-cost face photos could help determine their survival after cancer treatment, a fascinating study has revealed.
The FaceAge tool offers an objective way to clinically use insights gained into a person’s biological age and physiological health from their physical appearance, and could be used for other conditions.
The study, in The Lancet Digital Health, revealed that cancer patients undergoing palliative care looked, on average, around five years older than their chronological age, and that looking older was linked with worse outcomes.
“This work demonstrates that a photo, like a simple selfie, contains important information that could help to inform clinical decision-making and care plans for patients and clinicians,” said co-senior author Hugo Aerts, PhD, director of the Artificial Intelligence in Medicine (AIM) program at Mass General Brigham.
“How old someone looks compared to their chronological age really matters—individuals with FaceAges that are younger than their chronological ages do significantly better after cancer therapy.”
People age at different rates, with genetic and lifestyle factors such as diet, stress, smoking, and alcohol influencing the aging process and affecting DNA methylation status, telomere length, and both gene and protein expression patterns.
Physical appearance can therefore offer more reliable insights into biological age and physiological health than chronological age, but it has traditionally been incorporated into medical judgements in a subjective and non-standardized fashion.
The researchers therefore set out to develop a deep learning system that could objectively estimate biological age from easily obtainable and low-cost photographs of a face.
FaceAge was trained on 58,851 photos of people on public datasets, who were presumed healthy and aged at least 60 years.
It was then tested in 6,196 cancer patients from two centers in the Netherlands and the United States using photographs that were routinely taken at the start of radiotherapy treatment.
The team found that, on average, cancer patients looked a significant 4.79 years older than their chronological age compared with patients who did not have cancer and were treated for conditions that were benign or precancerous.
When 10 clinicians and researchers were asked to predict short-term life expectancy from 100 photos of patients receiving palliative radiotherapy, their predictions were little better than the toss of a coin.
Performance was better when face photographs were supplied along with clinical chart information, but improved even further after clinicians were also provided with FaceAge information.
FaceAge is correlated with molecular processes of cell-cycle regulation and cellular senescence, supporting the concept of FaceAge as a biomarker that relates to biological aging.
“This opens the door to a whole new realm of biomarker discovery from photographs, and its potential goes far beyond cancer care or predicting age,” said co-senior researcher Ray Mak, MD, also from the AIM program.
“As we increasingly think of different chronic diseases as diseases of aging, it becomes even more important to be able to accurately predict an individual’s aging trajectory.
“I hope we can ultimately use this technology as an early detection system in a variety of applications, within a strong regulatory and ethical framework, to help save lives.”
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us news
Woman Meets Jesus During Shocking NDE: ‘I Was Preparing to Die’

Vanessa Joy Lancellotti was a newlywed preparing to get her life moving when the unthinkable happened — a February 2016 near-death experience that was absolutely terrifying.
“I had a ruptured arteriovenous malformation of the brain … and it’s something that I wasn’t aware I had that you can actually develop … in the womb … before birth,” Lancellotti told CBN News. “And, so, it just ruptured out of nowhere when I was having tea with my two sisters, Amanda and Melissa.”
The sisters were having a good time when Lancellotti started experiencing sharp pain in the back of her head — an ache so strong she collapsed to her knees in discomfort.
Lancellotti, who tells her story in the new book, “Miracles Really Do Happen!: Jesus Makes All Things New,” said she was “really scared,” and that her sisters rushed to get her to the hospital.
“I felt [like my head] was wet inside,” she said. “I felt it rupture. I felt the bleed out.”
Lancellotti said she knew what she was experiencing was serious and “life-threatening” and that death might befall her.
“I started preparing myself to meet Jesus because I really felt and believed that, ‘OK, this is it. I think I only have a few minutes left and I better get ready and prepare myself to meet Jesus,’” she said. “And, so, I started to repent the best way that I could and go through kind of my life history.”
She continued to repent while on the way to the hospital, fully prepared to die.
By the time she reached the hospital, she was unable to function. With the hospital ill-equipped to deal with the situation, they prepared to transport her to another facility and loaded her into an ambulance.
“I was preparing to die,” Lancellotti said. “I was not praying like, ‘Oh, Lord, let me be healed,’ because I knew that this was happening quickly. … It was like I was preparing to meet the Lord.”
Suddenly, while in the ambulance, she felt like she had been swept up into a “new place” and all of her pain and fear dissipated.
“I had no recollection of the past at all whatsoever,” she said. “It’s like sin never existed, pain never existed — no physical, spiritual, emotional pain at all. It was all gone, and it was wiped away immediately, and I was in the presence of the Lord. It was just this bright white, vibrant light around me, like this pure, pure white.”
Lancellotti said it is hard to put the experience into words. Overtaken by peace, she said she was suddenly with Jesus.
“I had an encounter with Jesus, like he was standing before me and He was just brilliant,” she said. “He was in brilliant white robes with this light blue sash around him, and I remember I felt like this little girl, like I felt very pure and innocent.”
Lancellotti continued, “And I remember that Jesus — He hugged me. I felt so, so loved … just like I was completely taken out of any trauma and I was in His presence. I was in His arms … He hugged me with His wide open arms and I felt so loved, and like all the fear was gone and I knew that I was protected.”
And then she said the Lord delivered a message she’ll never forget.
“He said to me, ‘It is not yet your time,’” she said. “I went back into the ambulance or back into the hospital.”
What’s most remarkable is the fact that her heart didn’t stop, so at no time was she clinically dead. Yet she doesn’t believe the experience was merely a dream or a vision.
“I was literally in a new place,” Lancellotti said. “I believe I was in paradise. I was with Him in heaven.”
The interaction profoundly transformed her life.
“Right after I had the encounter with Christ and my family was around me, my mom, she’s like, ‘You have such a glow around you,’ and I had such a joy despite what just happened or what we were going through.”
That joy persisted even as she was prepared for surgery. Suddenly, her spiritual awareness was totally illuminated, with Lancellotti focusing on Jesus’ imminent return as well as His care for her.
“He loves me,” she said. “He saved me.”
Afterward, she started attending revivals and learned more about the Holy Spirit. Over time, she said her faith got much stronger.
“Up to that point…I knew I had a strong knowledge and understanding of the Gospel,” she said. “I had a relationship with Christ. But, up until that point, I didn’t really know very much about the power of the Holy Spirit or the gifts of the Holy Spirit and how they operate in us as believers.”
Now, Lancellotti is sharing her story in an effort to help build up others’ faith, using her book “Miracles Really Do Happen!: Jesus Makes All Things New” to inspire.
Sources:faithwire
us news
Popular Preacher Almost Quits Ministry, Accidentally Sparks Revival

A California pastor is getting candid about why he almost quit ministry, shedding light on struggles preachers routinely face.
Shane Idleman of Westside Christian Fellowship in Leona Valley, California, is out with a new book, “I Almost Quit: My Journey of Leading Through the Landmines of Ministry,” a text detailing the factors that almost drove him away from the pulpit.
Idleman said he had gone through a “hard season” in recent years that presented difficult challenges — a time of chaos that started with COVID-19 chaos and lockdowns, his mom’s death, health issues, and extended into other realms.
After nearly leaving it all behind, the preacher could have concealed what he faced and felt, but, instead, he decided to openly share it all.
“I didn’t want to write it, of course,” Idleman admitted of the book. “Number one, it’s a little embarrassing. Of course, I’ve got the armchair critics. … ‘It’s God’s call. You should never want to quit.’ But, then, on the other hand, we know all the pastors I’m hearing from feel the same way.”
Recent survey data show that around 1 in 100 preachers leave the pulpit each year, a relatively low number, according to Lifeway Research. But the pressures of the role are evident.
“Two in 3 (67%) [preachers] feel they must be ‘on-call’ 24 hours a day,” the research firm reported. “Another 57% say their role is frequently overwhelming, up slightly from 54% in 2015 but down from 63% in 2021.”
Lifeway continued, “Around half (47%) of pastors often feel the demands of ministry are greater than they can handle.”
Idleman was feeling some of these very pressures.
“Everything was just hitting, and hitting, and hitting,” he said. “And I went through a very difficult season.”
What’s most interesting is that Idleman’s decision to share his struggles with his congregation actually encouraged spiritual fervor and sparked revival.
“When I finally [spoke] to our congregation, the floodgates broke,” Idleman said. “The following Sunday, we couldn’t even have a service. We just went into worship, the altar’s full — it really sparked revival in our hearts and in our church.”
The preacher believes the decision to be “transparent and repentant” helped others in their own faith walk.
“I had to repent of it,” he said. “I was disgruntled, I was discouraged, I didn’t really want to go to church.”
But Idleman was encouraged by the response and decided to write the book. Already, he’s hearing from other preachers who are feeling strongly encouraged by his honesty — a testament of struggles to which many of them can deeply relate.
“I just want to be faithful,” he said. “And we get our hearts right, we’re happy, we’re filled with joy. It makes all the difference.”
Ultimately, Idleman said God worked on his heart in key ways that prevented him from actually taking the plunge and quitting. At first, he wondered if he needed a sabbatical, but his wife pushed back.
“I thank God for our spouses, right? She’s like, ‘No, I don’t think you need another sabbatical. … You need a man up and just do what God’s called you to do,’” he said.
Idleman leaned into worship and repentance, telling God about his discouragement and apologizing. He also asked the Lord to bring back joy in his life – and he committed to showing up to church and fulfilling his obligations despite his feelings.
“He’s a rewarder of those who diligently seek Him,” Idleman said of God. “And that’s a process of just pressing in.”
As for his health, the preacher regained self-discipline and was able to get his body back in order.
“When you discipline your body, it has spiritual benefits because the physical effects is spiritual,” Idleman said. “It’s quite amazing. And so all of those things combined together really just released that floodgate that opened up.”
Sources:faithwire
us news
സ്വന്തം പേരിൽ സ്മാർട്ഫോൺ വിപണിയിലിറക്കി ട്രംപ്; ബുക്കിങ് തുടങ്ങി, ഇന്ത്യയിലേക്ക് അൺലിമിറ്റസ് കോൾ റീചാർജ് പ്ലാൻ

യുഎസ് പ്രസിഡൻ്റ് ഡോണൾഡ് ട്രംപിന്റെ (Donald Trump) ഉടമസ്ഥതയിലുള്ള ദ് ട്രംപ് ഓർഗനൈസേഷൻ (The Trump Organization) മൊബൈൽഫോണും റീചാർജ് പ്ലാനും അവതരിപ്പിച്ച് ‘ടെലികോം’, മൊബൈൽ സേവനത്തിലേക്കും കടക്കുന്നു. 499 ഡോളർ (നിലവിലെ വിനിമയനിരക്കു പ്രകാരം ഏകദേശം 43,000 രൂപ) വിലയുള്ള ‘ടി1′ (T1) സ്മാർട്ഫോണാണ് “ട്രംപ് മൊബൈൽ’ (Trump Mobile) ബ്രാൻഡിൽ വിപണിയിലിറക്കുന്നത്.
സെപ്റ്റംബറിലാണ് ഫോൺ വിൽപനയ്ക്ക് എത്തുകയെങ്കിലും 100 ഡോളർ (8,600 രൂപ) നൽകി ഇപ്പോൾ ബുക്ക് ചെയ്യാമെന്ന് ട്രംപ് ഓർഗനൈസേഷൻ വ്യക്തമാക്കി. അതേസമയം, ഫോൺ ബുക്ക് ചെയ്യാൻ ആളുകൾ തിക്കിത്തിരക്കിയതോടെ കമ്പനിയുടെ വെബ്സൈറ്റ് ഏറെ നേരത്തേക്ക് പ്രവർത്തനരഹിതമായെങ്കിലും പിന്നീട് സജീവമായി.
റീചാർജ് പ്ലാനിലും സവിശേഷത
പ്രതിമാസം 47.45 ഡോളറിൻ്റെ (ഏകദേശം 4,000 രൂപ) റീചാർജ് പ്ലാനും ട്രംപ് ഓർഗനൈസേഷൻ അവതരിപ്പിച്ചു. അൺലിമിറ്റഡ് കോളും എസ്എംഎസും ഡേറ്റയും (ഇന്റർനെറ്റ്) ഒപ്പം 24*7 റോഡ്സൈഡ് അസിസ്റ്റൻസും ടെലിഹെൽത്ത് സേവനവും മറ്റും ഉറപ്പുനൽകുന്നതാണ് “ദ് 47 പ്ലാൻ’ (The 47 Plan). ഇന്ത്യയിലേക്ക് ത് അടക്കം 100ഓളം രാജ്യങ്ങളിലേക്ക് അൺലിമിറ്റഡ് കോളും വാഗ്ദാനം ചെയ്യുന്നു.
Sources:azchavattomonline.com
US President Donald Trump’s company, Trump Organization, launched an America-made smartphone named Trump Mobile on Monday, 16 June 2025, according to the news agency Reuters. The company aims to capture conservative consumers and give them an alternative to other major telecom providers.
According to the agency report, the company has fixed the price of the phone at $499. The Trump Organization also said that both the call centre and the manufacturing of the phones will be done in the United States.
“Trump Mobile is going to change the game, we’re building on the movement to put America first, and we will deliver the highest levels of quality and service. Our company is based right here in the United States because we know it’s what our customers want and deserve,” said Donald Trump Jr. in the official announcement on Monday.
Monthly cost of Trump Mobile
According to the official website, Trump Mobile is offering “The 47 Plan,” which is wireless services for a monthly charge of $47.45 through which users will be able to avail unlimited talk, texts, and mobile data (first 20GB at high speed).
The benefits also highlight that the users will be able to call internationally to 100 destinations, have no contract and will be eligible to cancel anytime.
The company also said that it will not carry out a credit history check before giving a user a SIM card. Trump Mobile will also give out SIM cards to people who bring their own phones.
Other special features of the new device will be to provide Roadside Assistance through Drive America.
The company also announced that it will release its golden colored ‘T1 Phone’, which is made in America, for the people of the United States.
“Trump Mobile is also excited to announce it will release the “T1 Phone” in August. It is a sleek, gold smartphone engineered for performance and proudly designed and built in the United States for customers who expect the best from their mobile carrier,” said the company in the official release.
According to the agency report, more than 60 million smartphones are purchased annually in the United States. However, all of these devices are manufactured in India. China, South Korea, India and Vietnam are the major smartphone manufacturing hubs of the world.
The agency cited that due to the higher labour costs, supply chain complexity, and dependence on overseas component sourcing, the domestic manufacturing of smartphones has always been a challenge in the US.
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