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README.md
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🔥**Asynchronous Real-Time Live Telemedicine System Using AI Pipelines for Smart Communities**🔥
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# Clone to Your New Organization - For Portable Asynchronous Real-Time Live Telemedicine System
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1. **Microphone and Audio file input Text to Speech program with AI pipeline to second model.**
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https://huggingface.co/spaces/awacke1/GradioVoicetoTexttoSentiment
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2. **Map the area for the creation and testing of the system**
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https://huggingface.co/spaces/awacke1/StreamlitPydeckMapVisualViewStateForLatitudeLongitude
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3. **Create a real time webcam experience for Telepresence Visits**
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https://huggingface.co/spaces/awacke1/Webcam-Object-Recognition-Yolo-n-Coco
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4. **Create a general persistence layer for saving any data as CSV or TXT into a shared area which persists to cloud**
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https://huggingface.co/spaces/awacke1/DeepRL-LLM-FeedbackFileOperations
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5. **Create a state of art generator which can generate knowledge based on prompts from BigScience**
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https://huggingface.co/spaces/awacke1/BigScienceContinualGenerator
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6. **Create a space that allows multilingual ASR with support for major languages -- We can add languages later**
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https://huggingface.co/spaces/awacke1/ASR-High-Accuracy-Test
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# Real Time Live AI For Health
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What are the most performant artificial intelligence programs and features which can easily bring instant feedback to the user? In a health care setting, where EMR and electronic health records are neededworld wide and in remote areas, can we create a series of tools to use together which can provide the basis of operation for a virtual care system using AI?
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These examples pursue how to create device agnostic solutions that simplify needs of dictation, chat with memory, quick feedback by webcam and easy access by audio and microphone.
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## Building an Asynchronous Real-Time Live Telemedicine System Using AI Pipelines for Smart Communities
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1. **Designing the Telemedicine System**
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- Identify the needs and challenges of smart communities and design a telemedicine system that addresses these challenges.
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- Choose a platform that allows for asynchronous real-time communication, such as video conferencing or chat-based messaging, to facilitate remote consultations with healthcare providers.
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- Design the system to incorporate AI pipelines that can analyze patient data and provide decision support for healthcare providers.
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2. **Implementing the AI Pipelines**
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- Identify the relevant AI algorithms and techniques that can be used to analyze patient data, such as machine learning or natural language processing.
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- Integrate these AI pipelines into the telemedicine system to provide decision support for healthcare providers during consultations.
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- Ensure that the AI algorithms are accurate and reliable by testing them on a large and diverse set of patient data.
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3. **Deploying the Telemedicine System**
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- Deploy the telemedicine system in smart communities, ensuring that it is easily accessible and user-friendly for patients and healthcare providers.
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- Train healthcare providers on how to use the system effectively and provide ongoing support and feedback to optimize its use.
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- Continuously monitor and evaluate the system's performance, making improvements and updates as needed to ensure that it remains effective and efficient in meeting the needs of smart communities.
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# 2023's Top 7 Breakthroughs in Medical Technology
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1. __Asynchronous Telemedicine:__ A Solution to Address Provider Shortages by Offering Remote Care Services. ([Wikipedia](https://en.wikipedia.org/wiki/Telemedicine))
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2. __Ambient and Emotion AI:__ Empowering Patients with Artificial Intelligence That Shows Empathy and Compassion. ([Wikipedia](https://en.wikipedia.org/wiki/Ambient_intelligence))
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3. __Skin Patch Technology:__ A Convenient Way to Measure Vital Signals such as Blood Pressure and Glucose Levels. ([Wikipedia](https://en.wikipedia.org/wiki/Skin_patch))
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4. __Affordable Vein Scanner:__ A Revolutionary Tool to View Veins Through the Skin. ([Wikipedia](https://en.wikipedia.org/wiki/Vein_matching))
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5. __Synthetic Medical Records:__ Creating Reliable Medical Records Using Generative Adversarial Networks. ([Wikipedia](https://en.wikipedia.org/wiki/Synthetic_data))
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6. __Blood Draw Devices for Clinical Trials:__ Facilitating Remote Participation in Trials with Innovative Technology. ([Wikipedia](https://en.wikipedia.org/wiki/Blood_sampling))
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7. __Smart TVs for Remote Care:__ Enhancing Remote Care Consultations with Video Chat and Recordings. ([Wikipedia](https://en.wikipedia.org/wiki/Smart_television))
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Reference: [The Medical Futurist](https://www.youtube.com/watch?v=_9DpLD4S2AY&list=PLHgX2IExbFotoMt32SrT3Xynt5BXTGnEP&index=2)
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