Bridging Healthcare Gap: GenAI Therapist with human empathy (Part 3)

Core Technologies:

• Communication application


• Patients share skin trauma picture


• Doctor Digital Human


• Storing of Doctor prescription paper


• Notification of follow-up diagnosis (remind patients take pictures for doctors review recovery process)

Proof of Concept Prototype Iteration 1:

AWS GenAI Infrastructure

Advantages:

Freedom of modification

• Flexible for tailor-made details


• Capable of optimization details

High controllable system

• Easy to upgrade and maintain


• Low risk management

Empowered by AWS infrastructure

• Able to handle high peak traffic


• Handle a large amount of computing requests within a short period

Problems:

Too many technologies

• Long development time


• Long research and learning curve


• Need a full development team


• High upfront investment


• Not suitable for a startup project

Build without confidence

• Without a real-time feedback loop from the user


• Solve the right problem with the right tool?


• Does the solution fulfill the user's needs?

Cannot quickly iterate

• Build every piece of service to make the solution work


• Difficult to upgrade due to service dependency

Proof of Concept Prototype Iteration 2:

AWS GenAI Infrastructure

WhatsApp marketing promotion third-party solution

(1) Patients and doctors communicate with each other

directly through selling

(2) Send notification messages after a few days to the patient for follow-up treatment

regular promotion messages

Problem:

Too many technologies

• Long development time


• Long research and learning curve

Proof of Concept Prototype Iteration 3:

AWS GenAI Infrastructure

WhatsApp marketing promotion third-party solution

E-commerce digital human third-party solution

(1) Doctors type messages, and system creates a video with personalized, compassionate care

(2) Doctors can fully focus on diagnostics

Iteration practices:

• Search for existing partner solutions on the marketplace


• Don't need to build anything from scratch


• AWS helps the developer focus on the main business features


• For creating value, experiences, and helping people

Final Architecture Design:

(1) Bedrock Agent:

Create speech for the video of digital human

(2) Lambda:

Integrate with WhatsApp marketing and digital human solution

Society Impact:

Use Generative AI to provide:

1. Better mental care


2. Digitized diagnosis details


3. Digitized treatment records


4. Transparent costs


5. Seamless aftercare to ensure recovery and reduce side effects

Who Can Benefit from GenAI:

1. Citizens living in remote communities


2. Elderly people unable to move freely


3. People with disabilities unable to move freely


4. Parents with newborn babies who cannot go out


5. People with long working hours


6. Citizens living in regions without clinics or hospitals