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GTHack12

🩺 BetterDoctor — Smarter Visits, Stronger Care

BetterDoctor makes healthcare effortless—for both patients and doctors.

It evolves with every interaction, learning from conversations, uploaded reports, and treatment decisions to deliver personalized, context-aware medical assistance.


💡 Inspiration

Medical conversations are messy.

Patients forget symptoms. Doctors don’t have time to read long intake forms. Insurance rules make prescribing harder than diagnosing.

We asked:

What if AI could learn the doctor–patient relationship and make care more efficient for both sides?

BetterDoctor is our answer — an AI-powered platform that remembers, adapts, and supports care decisions without replacing human judgment.


⚙️ What It Does

✅ For Patients

  • Adaptive Intake Form → Smart Chatbot: Starts as a simple form, evolves into an AI that asks follow-up questions to narrow down symptoms.
  • Upload & Remember Reports: Patients can upload lab results, prescriptions, or scans — OCR extracts structured insights for future visits.
  • Insurance-Aware Medication Suggestions: When treatment is recommended, we automatically check prescription coverage by scraping insurance brochures and suggest cheaper or approved alternatives.

🩻 For Doctors

  • Summarized Patient Snapshot: AI compiles a clean summary of all patient responses and uploads before the appointment.
  • Doctor Feedback Loop: Doctors can add their own notes and reasoning, teaching the AI how they think.
  • Searchable Appointment Memory: Upload visit recordings — using TwelveLabs inference, doctors and patients can search past conversations like Google.

🛠️ Tech Stack

Category Technologies
Frontend React, TailwindCSS
Backend Firebase, AWS WebSocket
AI / NLP Gemini LLM, ElevenLabs (voice), TwelveLabs (video inference)
OCR Google Cloud Vision AI
Web Scraping BeautifulSoup (insurance brochure crawler)
Storage & Infra Firebase Storage + Cloud Functions

🚧 Challenges We Ran Into

  • Crafting a natural-sounding evolving questionnaire that feels human.
  • Normalizing insurance PDF formats into structured coverage comparisons.
  • Building a searchable video memory system with accurate timestamps.
  • Ensuring patient privacy and trust while using AI.

🏆 Accomplishments We're Proud Of

  • A self-learning intake system that improves with every visit.
  • The first AI assistant that doctors can teach back to adapt to their expertise.
  • Fully searchable appointment history using video inference.
  • Cost-saving prescription logic that empowers patients with financial clarity.

📚 What We Learned

  • AI shouldn’t replace doctors — it should remember for them and make their life easier.
  • Patients value clarity and follow-through more than flashy dashboards.
  • Healthcare UX must be calm, conversational, and respectful.

🚀 What’s Next for BetterDoctor

  • 👨‍👩‍👧 Caregiver Access & Shared Timelines for family involvement.
  • 🌎 Voice Chat Mode & Video Playback Search for accessibility.

BetterDoctor is building the memory layer for healthcare — so no instruction, question, or treatment gets lost ever again.


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