Tooth pain is the last signal. Not the first.
This week: the 3 things your mouth shows 6–12 months before anything hurts — and why most people miss all of them.
Day 1 of *Silent Signals*. #JawLogy#PreventiveHealth
That faint shadow? Early enamel demineralization.
It's invisible to the naked eye — most visual exams would miss it. JawLogy's AI flags it months before a cavity forms.
Prevention starts with seeing what others can't.
#OralHealth#JawLogy
Day 1 building JawLogy in the open: training an AI to read oral health patterns from a phone photo.
Traditional exam = visual, catches disease after it starts.
AI scan = pattern recognition across thousands of cases, flags risk before symptoms.
#DentalAI#JawLogy
Just ran our model against the ADA caries classification guidelines. 94% concordance on early-stage lesions — AI aligned with clinical standards. @AmericanDentalAssn, could image-based screening be a useful addition to future guidelines? #DentalAI#JawLogy
We just crossed 10,000 annotated dental images in the training set. Each one improves model accuracy by roughly 0.3%. Not a big leap per image, but compound across 10,000 — that's the difference between spotting early demineralization and missing it entirely. 15,000 is next.
Traditional exam vs AI home screening.
Traditional = periodic snapshots. Blind between visits.
AI home = daily overlays, early warnings.
Checks vs protects.
#DentalTech#PreventiveCare#JawLogy
Q: Can your phone screen for gum disease?
A: Yes—if you know where to look.
JawLogy maps gum line changes across 30 days with 3 photos.
Early signs your eyes miss.
Early detection = early reversal.
#OralHealth#DentalAI#JawLogy
AI vs traditional for cavity detection.
Traditional = visual, tactile, X-ray. Catches disease after it starts.
AI scan = pattern recognition, early flags, risk scoring. Catches threats before they form.
Same goal—different timeline.
#DentalTech#PreventiveCare#JawLogy
Your dental data shouldn't be a product. Jawlogy encrypts every scan, every note, every AI insight from end-to-end. Not even our servers see the raw data.
We built privacy into the architecture, not as an afterthought.
Ready to smile freely? DM or reply for early access.
If you want to catch cavities at home before they get expensive → Jawlogy
If you want dentist validation before acting → https://t.co/d7KYAqjj0R
Or use both. They complement each other.
#DentalTech#OralCare#JawLogy
The real difference: Jawlogy is *prevention*. https://t.co/d7KYAqjj0R is *confirmation*.
Prevention catches problems 6-12 months earlier. Confirmation gives you professional backup.
Both have value. Depends on your health philosophy.