Hip Prosthesis Research Platform is a next-generation, research-driven web application engineered to provide in-depth educational resources and interactive experiences surrounding hip replacement technology. Designed for medical professionals, students, researchers, and patients, this platform blends cutting-edge frontend technologies with scientific rigor and AI capabilities.
This application aims to demystify complex prosthesis data through intuitive interfaces, 3D simulations, and real-time AI-driven recommendations, enabling a truly immersive and informative user journey.
Deployment Status https://hip-prothesis-research-website.vercel.app/
- Realistic 3D prosthesis exploration (acetabular cup, femoral stem, head, liner)
- Rotate, zoom, and pan controls with device responsiveness
- Exploded views with contextual relationships between parts
- Interactive hotspots linking to anatomical or material explanations
- Side-by-side comparison of different implant designs
- Hip joint anatomy, biomechanics, and pathology
- Evolution of hip implants from early innovations to modern breakthroughs
- Future trends in hip replacement surgery and robotic assistance
- Comprehensive guide to surgical procedures and post-op care
- Total Hip Replacement (THR)
- Partial Hip Replacement (Hemiarthroplasty)
- Hip Resurfacing
- Revision Arthroplasty
Each category features:
- Clinical indications
- Advantages vs limitations
- Suitability for various patient profiles
- Metals: Titanium, CoCr, Stainless Steel
- Ceramics: Alumina, Zirconia, Composites
- Polymers: UHMWPE, HXLPE
- Coatings: Hydroxyapatite, porous, antimicrobial
Interactive analysis:
- Strength, fatigue life, wear resistance
- Biocompatibility and osseointegration
- Corrosion resistance and sustainability
- Casting, forging, CNC machining
- Additive manufacturing for custom implants
- Surface treatment, coating, sterilization
- QA, mechanical testing, and ISO standards
- Dynamic cost calculator based on selected materials and methods
- Regional and global cost variations
- Healthcare system impacts and QALY comparisons
- Failure mechanisms (loosening, wear, fracture)
- Simulated lifetime testing with real-world case studies
- Strategies to extend implant performance and durability
- Input: 20+ parameters including age, BMI, lifestyle, bone quality, comorbidities
- Output: Suggested prosthesis material & fixation method
- Feature importance visualization for transparency
- Confidence score, alternative options, and rationale
- All computations done client-side (privacy-first)
- Visualize mechanical stress on implants during walking, running, lifting, etc.
- Material and geometry-dependent stress mapping (color-coded)
- Compare different implants under identical conditions
- Indexed research archive with search & filter by topic
- DOI links, abstract previews, and citation tracking
- Timeline of innovation and discovery in hip prosthetics
- Export recommendations, simulations, and charts to a structured PDF
- Ideal for patient education, academic sharing, or clinical review
- Material-wise life cycle assessment (LCA)
- Emission stats, recyclability, eco-rating
- Industry benchmarking and best practices for green manufacturing
- Framework: React 18 + Hooks
- Routing: React Router v6 (lazy loading)
- Styling: Material UI + custom themes
- Animation: Framer Motion + GSAP
- 3D/Visualization: Three.js, D3.js, WebGL, Canvas
- Framework: TensorFlow.js (client-side)
- Models: MLP (material & fixation), trained on anonymized patient data
- Backup: Rule-based engine fallback
- Explainability: Sensitivity-based feature importance charts
- Code splitting with dynamic imports
- Asset compression for 3D models
- Service worker & caching strategies
- Lazy load using Intersection Observer
/src
/assets # Static assets (models, images)
/components # Reusable UI components
/charts
/forms
/layout
/visualization
/data # Static and model training datasets
/hooks # Custom React hooks
/models # 3D model handlers
/pages # Route-level pages
/python # Analysis scripts (stress, LCA)
/services
/api # Backend services (if connected)
/ml # AI models and utilities
/styles # Theming and style sheets
/utils # Helper functions| Metric | Value |
|---|---|
| Initial Load Time | < 2.5s |
| Time to Interactive | < 3.5s |
| 3D Model Frame Rate | 60fps (avg) |
| Lighthouse Score | 90+ across all |
- Chrome 90+
- Firefox 88+
- Safari 14+
- Edge 90+
- Node.js v16+
- npm v8+
- Modern browser with WebGL
git clone https://github.com/yourusername/hip-prosthesis-website.git
cd hip-prosthesis-website
npm install
npm run dev # Development
npm run build # Production
npm run preview # Preview build