AI X-ray annotation + self-learning — dono built-in hain.
ON kaise kare: Sidebar → Setup → Settings → Clinical section → '📷 X-ray AI Overlay' → master toggle ON. Default OFF hai (AI credits bachane ke liye), aur ye clinic-level setting hai.
Kya milta hai:
- X-ray viewer me (patient chart ke X-ray tab + Radiographs page) image ke upar AI bounding boxes: caries/cavity, periapical lesion, bone loss, calculus, impaction, retained root — Hindi/English/both labels ke saath
- Confidence threshold slider (50-95%): kam = zyada findings (false positive risk), zyada = kam par pakki findings
- 'Patient Mode' toggle — patient ko dikhane ke liye simple bilingual labels, bina jargon/percentage ke; WhatsApp share button bhi hai
Self-learning loop (Veeransh AI Training):
- Kisi finding ko 'Mark wrong' karo to wo correction TUMHARI clinic ke training data me chala jata hai — agli baar AI wahi galti kam karta hai
- Saare training cases manage karne ke liye 'Veeransh AI Training' page hai — Cmd+K me 'xray train karo' type karke khul jata hai
Dhyan rahe:
- Quota: har annotation AI Usage ke X-ray bucket se count hota hai (cloud AI, cost-labelled)
- Ye screening/second-opinion tool hai — final diagnosis hamesha doctor ki
- Overlay OFF ho to X-ray bilkul normal dikhta hai, kuch AI nahi chalta
(Ye purane 'AI Imaging' register se alag hai — wo sirf manual findings log karne ki CRUD list hai; asli auto-detection ye Live Overlay hai.)