Fraz Ahmed Ismat
18.2K posts

Fraz Ahmed Ismat
@fismat
Working to cure disease and relieve human suffering.

Cannot recommend @davidzweig’s book “an abundance of caution” enough. It really crystallized the reasons for trust collapse, particularly surrounding school closures. The experts did the opposite of what decades of experience in their fields said they should do.



Do we really have a physician shortage? US is far ahead of Pakistan and India in terms of physician density, yet we keep getting told we need their doctors to survive.


When you zoom out: ~40,000 residency spots ~28,000 U.S. grads That leaves ~12,000 seats with NO American doctors to fill them. So who exactly is being “replaced”?


When you zoom out: ~40,000 residency spots ~28,000 U.S. grads That leaves ~12,000 seats with NO American doctors to fill them. So who exactly is being “replaced”?






THIS MAN'S UNCLE HAD A MYSTERY ILLNESS FOR 25 YEARS. EVERY DOCTOR MISSED IT. CLAUDE FIGURED IT OUT IN ONE CONVERSATION. his 62 year old uncle had kidney failure, diabetes, hypertension, a stroke, and severe migraines that ONLY happened when lying down to sleep. neurologists couldn't explain it. nephrologists couldn't explain it. brain MRI showed nothing obvious. so he brought everything to Claude. Claude caught what every doctor missed: the headaches are positional. lying down triggers them. that's a textbook sleep apnea signal. > pulled research showing 40-57% of dialysis patients have undiagnosed sleep apnea > read his brain MRI report and flagged findings other doctors overlooked > asked about snoring. answer: loud snoring for 25 years > calculated his sleep apnea risk score: 6-7 out of 8 they got the sleep study done. results were terrifying: > breathing stops 119 times per night > oxygen drops to 78% (dangerously low) > 47 oxygen desaturations per hour > 28 minutes per night below safe oxygen levels they put him on a CPAP machine. headaches gone. 25 years of loud snoring and daily exhaustion. every doctor said "dialysis fatigue" or "just getting old." it was sleep apnea the entire time. potentially causing his hypertension, contributing to his stroke, and definitely causing his migraines. Claude even translated the full home care plan and CPAP instructions for his family. AI didn't replace his doctors but it connected dots across nephrology, neurology, pulmonology, and ENT that no single specialist was doing.













🇫🇷🕌 La prière de l’Aïd à Tremblay en France a rassemblé des milliers de fidèles, remplissant 2 stades pour célébrer et prier le Seigneur de l’univers ✨

Updates from LaGuardia after last night's tragic runway collision: • Fatalities: 2 (both Air Canada pilots) • Injuries: 41 (32 have already been released) Arrivals + Departures: • Cancellations - 590 • Delays - 52 LGA isn't scheduled to reopen until 2pm at the earliest It's the first fatal accident at LGA since 1992








