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Vaccinations

Vaccinations

Issues And Trends In Healthcare Delivery System

Issues And Trends In Healthcare Delivery System

The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...

Cancer Vaccines

Cancer Vaccines

Cancer treatment vaccines are a rapidly evolving field that offers a promising approach to immunotherapy. Unlike traditional vaccines that prevent diseases, cancer treatment vaccines are designed to treat existing cancers by stimulating the immune system to recognize and attack cancer cells.
Cancer vaccines come in two categories: preventive (prophylactic) and treatment (active). Preventive vaccines, such as the Human Papillomavirus (HPV) vaccine, protect against viruses that cause certain...

Active versus Passive Immunity

Active versus Passive Immunity

Immunity, along with the ability to limit pathogen growth to prevent significant body tissue damage, can be gained either by (1) actively developing an immune response within the individual after exposure to a pathogen or after getting vaccinated or (2) passively transferring immune components from an immune individual to one who is nonimmune. Both these forms of immunity can be found naturally and in medical practices.
Active Immunity
Active immunity refers to the resistance one develops...

Cross-reactivity

Cross-reactivity

Current Trends in Nursing II

Current Trends in Nursing II

Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...

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Vaccinology in the artificial intelligence era.

Gianmarco Gasperini¹, Norman Baylor², Steve Black³

¹GSK, Siena, Italy.

Science Translational Medicine

|April 16, 2025

Summary

Artificial intelligence (AI) is revolutionizing vaccine development, impacting everything from antigen design to equitable access. High-quality data is crucial to fully harness AI's potential in vaccinology.

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Area of Science:

Vaccinology
Computational Biology
Public Health

Background:

Artificial intelligence (AI) has demonstrated significant impact on vaccine antigen design.
The broader potential of AI across the entire vaccinology pipeline remains largely untapped.

Purpose of the Study:

To explore the transformative potential of artificial intelligence (AI) in advancing the complete vaccinology pipeline.
To identify key areas within vaccinology where AI can drive innovation and improvement.

Main Methods:

Review and synthesis of current AI applications in vaccinology.
Analysis of AI's potential impact on various stages of vaccine development and deployment.

Main Results:

AI has already transformed vaccine antigen design.
AI holds potential to revolutionize immune response prediction, infectious disease forecasting, manufacturing, regulatory affairs, clinical trials, and vaccine equity.

Conclusions:

Artificial intelligence offers unprecedented opportunities to enhance vaccine development and accessibility.
The full realization of AI in vaccinology is contingent upon the availability of substantial high-quality data.