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News
Medicine Safety Gatekeeper: Building a Real-Time Drug Interaction & Expiration Checker with YOLOv10
1+ day, 12+ hour ago (307+ words) We’ve all been there: digging through a cluttered medicine cabinet, wondering if that half-empty blister pack of Ibuprofen is still safe to take, or if it will play nice with the cold medicine you just bought. In the age of…...
Building ClinicaGo: a clinic CRM and EMR for private clinics in Uzbekistan
1+ day, 20+ hour ago (496+ words) I am Diyor Raxmatullaev (also written Diyor Rahmatullayev), founder and CEO of CoreMed in Tashkent, Uzbekistan. We build ClinicaGo, a CRM and medical information system for private clinics, and HamshiraGo, a home nursing service. Why we built it Most private…...
Architecting Autonomous Healthcare Concierge Agents: From Partial Slot Extraction to Bi-Directional Database Sync & Sub-100ms Tool Traces
2+ day, 6+ hour ago (444+ words) Most engineers build chatbots as linear prompt-chains. They prompt an LLM: "You are a helpful front-desk assistant. Collect patient details and book an appointment." Within 48 hours in production, that architecture implodes. The LLM forgets the medical specialty when the patient provides…...
Quantified Self: Transform Your Medical PDFs into a Personal Health Oracle with RAG & PubMed
3+ day, 12+ hour ago (376+ words) Have you ever looked at a 10-page medical lab report and felt like you were reading ancient hieroglyphics? You’re not alone. In the era of the Quantified Self, we are collecting more health data than ever, yet most of it…...
Healthcare Platform development
3+ day, 21+ hour ago (215+ words) Excited to begin sharing my journey as a full-stack developer focused on healthcare platform development. I’m currently building my skills with Python, Django, FastAPI, React, JavaScript, SQL, and cloud technologies while exploring secure APIs, healthcare data privacy, AI-powered tools, and…...
Stop Stressing! Build a Real-Time HRV Anomaly Detector with Python and Scikit-Learn
4+ day, 12+ hour ago (316+ words) Ever had your smartwatch buzz at you during a meeting, telling you to "take a breath," only to realize your heart is racing because of a 10 AM deadline? That’s Heart Rate Variability (HRV) in action. But what if we could…...
4WP-Booking: How One Dental Clinic’s Request Became a Domain-Driven WordPress Booking Platform
4+ day, 22+ hour ago (252+ words) Let's use a real case — a dental clinic and its appointment booking — to walk through what... Tagged with architecture, opensource, software, wordpress....
Open-Weight AI in Healthcare: HIPAA-Compliant LLMs for Clinical Notes — Day 20/30
4+ day, 23+ hour ago (28+ words) Why HIPAA and PHI liability make on-prem open-weight LLMs the default in health IT, not the exception — with a real hospital deployment. Tagged with ai, llm, opensource, webdev....
Designing Healthcare AI for Graceful Failure
5+ day, 1+ hour ago (257+ words) A healthcare AI system should not be evaluated only on how well it performs when everything goes according to plan. Data can be missing. Patient populations can shift. Therefore, failure handling should be treated as an architectural requirement. A useful…...
Stop Guessing Your Macros: Building a Precise Calorie Estimator with SAM and GPT-4o 🥗🚀
6+ day, 11+ hour ago (323+ words) We’ve all been there: staring at a delicious plate of pasta, trying to figure out if it’s 400 calories or 800 calories for our fitness tracker. Traditional Dietary Analysis apps often fail because they can't distinguish between different food items on a…...