Vaccine Insights

Collecting data on vaccines, policies, and public concerns extensively.

A vial labeled 'COVID-19 Vaccine' and an empty syringe are placed on a yellow background. The vial has a metallic cap, and the syringe appears to be of standard design with measurement markings.

A healthcare worker wearing a mask and gloves administers a vaccine to a person sitting across from them. There is a backdrop of greenery, partially visible through a window or barrier, creating a soft and muted atmosphere.

The rapid development of mRNA vaccines during the COVID-19 pandemic (only 11 months from strain detection to the first dose) has tested the breakthrough response capabilities of vaccine technology, with more than 13 billion doses distributed worldwide, reducing more than 20 million deaths.

The relationship between vaccines and herd immunity: When the vaccination rate reaches a threshold (such as 95% for measles), "herd immunity" can be used to protect unvaccinated people, which is especially important for people with immune deficiencies.

Vaccine Insights

Collecting data on vaccine development and public concerns.

A vial labeled 'Coronavirus Vaccine COVID-19 Injection Only' is held by a gloved hand. A syringe, held by another gloved hand, is inserted into the vial. The background is a solid yellow color.

Data Collection

Gathering insights from various public health sources.

A young boy is receiving a vaccination from a smiling healthcare professional. The boy is looking away, while the healthcare worker gently administers the injection. Both are indoors with a plain background, suggesting a clinical setting.

Molecular biology data: Analyze the structure of antigenic proteins (such as mutation sites in the RBD region of the coronavirus spike protein) through sequencing technology, and use AlphaFold to predict protein folding stability to provide a basis for vaccine design.

The system records the basic information of the vaccination recipients (age, gender, underlying diseases), vaccine batches, vaccination sites, etc. China's "Golden Vaccine System" covers the vaccination records of over 1.4 billion people and can provide real-time statistics on the vaccine coverage rate in each region.

A small glass vial with a blue cap and label is positioned on a soft, light-colored surface. The label indicates it is a SARS-CoV-2 Protein Subunit Vaccine for COVID-19.

Public Feedback

Analyzing discussions and questions about vaccines online.

Conversational AI (such as vaccine consultation robots) can improve the trust of some groups by answering questions about vaccine safety and effectiveness in real time. For example, the US CDC's vaccine chatbot showed in a 2023 survey that 68% of users who used AI consultation believed that its information was "reliable and easy to understand", and consumers were willing to increase by 12%. Personalized communication: AI customizes information based on user age and health status (such as pregnant women and subsequent vaccine recommendations), enhances inventory, and reduces information overload.