--- title: README emoji: 😻 colorFrom: indigo colorTo: red sdk: static pinned: false --- # In this classroom organization we are covering these topics: **AI Pair Programming** in the service of **Health Care Delivery**, **Learning** and **Teaching** of **Organizational Intelligence** - **MoE, SOTA, Llama, Mistral, Stable Diffusion, Models, Datasets, Spaces, HTML5, Torch, Transformers, NLTK** ### Join us here: https://huggingface.co/organizations/AI-Zero-to-Hero-Dec-2023 # Example List - Top Ten in December 2023 and January 2024 for Health 1. 1🐪Llama🦙Whisperer - https://huggingface.co/spaces/awacke1/acw-dr-llama-7b-chat 2. 2🎓Med💡Speech - https://huggingface.co/spaces/awacke1/MedSpeech 3. 3😊MediaPipe🤸‍♂️🕺 - https://huggingface.co/spaces/awacke1/RealTime-MediaPipe-AI-From-Video-On-Any-Device 4. 4📝RT🖼️Images - https://huggingface.co/spaces/awacke1/RealTimeImageGen 5. 5🧠AIHuman👕Body🩲 - https://huggingface.co/spaces/awacke1/AIHumanBody 6. 6🦆USStates🌴 - https://huggingface.co/spaces/awacke1/USStates 7. 7📥Web📂Datasets - https://huggingface.co/spaces/awacke1/WebDatasets 8. 8🤖Mistral🐍Coder - https://huggingface.co/spaces/awacke1/MistralCoder 9. 9🎵MusicHub🌐StreamZone📘Socialify👥 - https://huggingface.co/spaces/awacke1/MusicGenStreamFacebook 10. 10 Mixture of Experts Org Sim, MTBench - https://huggingface.co/spaces/awacke1/MixtureOfMedicalExperts # Additional Examples 1. Disability Assistance: Gesture Recognition for Communicating with your hands: 2. https://developers.google.com/mediapipe/solutions/vision/gesture_recognizer#models 3. https://mediapipe-studio.webapps.google.com/studio/demo/gesture_recognizer 4. https://huggingface.co/spaces/awacke1/User-Profile-Management 5. https://huggingface.co/spaces/awacke1/PromptChordSheet 6. https://huggingface.co/spaces/awacke1/Gradio-Maps-Latitude-Longitude 7. https://huggingface.co/spaces/awacke1/3.HTML5-Aframe-3dMap-Flight 8. https://huggingface.co/spaces/awacke1/RT-SMS-Phone-Verify # Examples: 1. Llama, Whisper, Inference Endpoints, AI UI UX: https://huggingface.co/spaces/awacke1/acw-dr-llama-7b-chat 2. Medical Speech Synthesis, Medical Licensing Exam Datasets, Medical Learning and Testing: https://huggingface.co/spaces/awacke1/MedSpeech 3. MediaPipe, Real Time Video AI, Javascript and Node.JS: https://huggingface.co/spaces/awacke1/RealTime-MediaPipe-AI-From-Video-On-Any-Device 4. Stable Diffusion Real Time Image Generation, Image Gallery Generation, Theme Based Prompting, Shared Memory: https://huggingface.co/spaces/awacke1/RealTimeImageGen - https://huggingface.co/spaces/awacke1/ImageObjectRecognizer 5. AI Human Body, Body and Language for Health, Traige, Trauama, Exploration of Thematic Datasets as UI: https://huggingface.co/spaces/awacke1/AIHumanBody 6. AI and The Human Brain, Map Making, Locational and Geographic Intelligence, Bias and Fairness: https://huggingface.co/spaces/awacke1/USStates 7. Web Datasets, Building an Intelligence Dataset Repository, Using Vector Databases and FAISS in AI Pipelines to Answer Questions Using Documents. : https://huggingface.co/spaces/awacke1/WebDatasets - https://huggingface.co/spaces/awacke1/Streamlit-Google-Maps-Minnesota --- ## Spotlight on Demo AI Programs with New Techniques and Models: - https://huggingface.co/spaces/awacke1/MixtureOfMedicalExperts - https://huggingface.co/spaces/awacke1/MusicGenStreamFacebook - https://huggingface.co/spaces/awacke1/Mistral_Ultimate_Chords_and_Lyrics_Writer - https://huggingface.co/spaces/awacke1/MistralCoder - https://huggingface.co/spaces/awacke1/MistralAndABardGoRoleplaying ## LLM Model Deep Dive: - https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1 ## Map Techniques to Understand Organizations, States, Locations, Driving Directions, Map Making 1. US States: https://huggingface.co/spaces/awacke1/USStates 2. State of MN: https://huggingface.co/spaces/awacke1/Streamlit-Google-Maps-Minnesota 3. State of MN Med Centers: https://huggingface.co/spaces/awacke1/Minnesota-Medical-Centers-Streamlit 4. State of MA Reliant: https://huggingface.co/spaces/awacke1/Streamlit-Google-Maps-Reliant 5. State of MA Medical Centers: https://huggingface.co/spaces/awacke1/Streamlit-Google-Maps-Massachusetts 6. State of MN: Hospital Details: https://huggingface.co/spaces/awacke1/MN.Map.Hospitals.Top.Five 7. State of CA Medical Centers: https://huggingface.co/spaces/awacke1/Streamlit-Google-Maps-California 8. State of CA Hospital Details: https://huggingface.co/spaces/awacke1/California-Medical-Centers-Streamlit 9. State of CA Attractions: https://huggingface.co/spaces/awacke1/Map-California-AI 10. State of TX Medical Centers: https://huggingface.co/spaces/awacke1/Streamlit-Google-Maps-Texas 11. State of NJ Hospitals: https://huggingface.co/spaces/awacke1/VizLib-TopLargeHospitalsNewJersey 12. Iceland Myth Places and Routes: https://huggingface.co/spaces/awacke1/Maps.Markers.Honor.Iceland 13. US Corporation Map and CSV Location Data Loader: https://huggingface.co/spaces/awacke1/UnitedStatesMapAIandNLP 14. US Taxonomy Datasets: https://huggingface.co/spaces/awacke1/NPI-Provider-Map-By-Taxonomy-Search 15. NPI Registry Mental Health Provider Search and Cluster Map: https://huggingface.co/spaces/awacke1/Gradio-Maps-Latitude-Longitude 16. US City FIPS code, Location, Population: https://huggingface.co/spaces/awacke1/CityFipsLocationandPopulation 17. World Area PyDeck: https://huggingface.co/spaces/awacke1/StreamlitPydeckMapVisualViewStateForLatitudeLongitude 18. City, State - Latitude and Longitude Search (try Mound, MN): https://huggingface.co/spaces/awacke1/Google-Maps-Web-Service-Py # AI in Healthcare: Revolutionizing Access and Care 🌟 ## Introduction 🌐 Artificial Intelligence (AI) can be a beacon of hope in transforming healthcare, offering **equal access to quality care for all**. ## AI in Healthcare: Key Areas 🚀 1. **Telemedicine 📱** - AI-powered platforms connect patients with doctors remotely. - Ideal for rural or underserved areas. 2. **Chatbots & Virtual Assistants 🤖** - Provide knowledge, learning, advice, appointment scheduling, and facility location understanding. - Easily accessible through messaging apps and voice assistants. 3. **Predictive Analytics 🔮** - Analyze data to predict health risks. - Enable proactive care for high-risk patients. 4. **Personalized Medicine 💊** - Tailor treatments to individual genetic profiles and histories. - Lead to more effective treatments. 5. **Medical Imaging Analysis 🖼️** - AI analyzing image content like X-rays and MRIs for early and accurate diagnosis. 6. **Drug Discovery 🧪** - Accelerates the discovery of new drugs for rare diseases. 7. **Patient Engagement 🙌** - Provides personalized health information and reminders. - Encourages proactive health management. 8. **Public Health Surveillance 🌍** - Monitors public health trends to manage health crises. ## AI Products Transforming Healthcare: Top Ten in December 🎉 1. **1🐪Llama🦙Whisperer** - [Explore Here](https://huggingface.co/spaces/awacke1/acw-dr-llama-7b-chat) - AI chatbot for medical advice and emotional support. 2. **2🎓Med💡Speech** - [Explore Here](https://huggingface.co/spaces/awacke1/MedSpeech) - Enhances medical documentation and patient interaction. 3. **3😊MediaPipe🤸‍♂️🕺** - [Explore Here](https://huggingface.co/spaces/awacke1/RealTime-MediaPipe-AI-From-Video-On-Any-Device) - Real-time analysis of physical movements for remote care. 4. **4📝RT🖼️Images** - [Explore Here](https://huggingface.co/spaces/awacke1/RealTimeImageGen) - Generates real-time medical images for diagnosis. 5. **5🧠AIHuman👕Body🩲** - [Explore Here](https://huggingface.co/spaces/awacke1/AIHumanBody) - Detailed human body analysis tool. 6. **6🦆USStates🌴** - [Explore Here](https://huggingface.co/spaces/awacke1/USStates) - Provides state-specific health data. 7. **7📥Web📂Datasets** - [Explore Here](https://huggingface.co/spaces/awacke1/WebDatasets) - Access to diverse healthcare datasets. 8. **8🤖Mistral🐍Coder** - [Explore Here](https://huggingface.co/spaces/awacke1/MistralCoder) - Facilitates healthcare AI development. 9. **9🎵MusicHub🌐StreamZone📘Socialify👥** - [Explore Here](https://huggingface.co/spaces/awacke1/MusicGenStreamFacebook) - Combines music therapy with social interaction. 10. **10 Mixture of Experts Org Sim, MTBench** - [Explore Here](https://huggingface.co/spaces/awacke1/MixtureOfMedicalExperts) - Simulates healthcare organizational dynamics. ## Conclusion 🎯 AI in healthcare is shaping our approach to health and wellness today.