AIMC Topic: Communicable Diseases

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Practical considerations for implementation of syndromic panel and diagnostic stewardship in the era of syndromic panel testing.

Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases
BACKGROUND: The significant advancements in the development of syndromic panel testing for infectious diseases have brought about a paradigm shift in the clinical microbiology laboratory and the practices of Infectious Diseases Physicians. Due to the...

AI Drug Discovery: Expanding the Horizons of Infectious Disease Therapeutics.

ACS infectious diseases
Drug discovery and development for infectious diseases has transformed from phenotypic screening to rational design, and now embracing artificial intelligence (AI) to accelerate and optimize therapeutic development. We describe our use of AI to analy...

Smartphone-Powered Automated Image Recognition Tool for Multianalyte Rapid Tests: Application to Infectious Diseases.

Analytical chemistry
Point-of-Care Testing (POCT) is rapidly increasing, providing quick, user-friendly, and portable diagnostic tools. Lateral flow assays (LFAs) have been central to POCT, administering fast and cost-effective diagnosis. However, traditional LFAs are li...

[Advances in the application of machine learning-related combined models in infectious disease prediction].

Zhonghua liu xing bing xue za zhi = Zhonghua liuxingbingxue zazhi
When the epidemiology of infectious diseases is more complex, it is often difficult for disease prediction studies based on a single model to capture the multidimensional nature of disease transmission. In recent years, combining different models to ...

Use of an Untrained Large Language Model for Antibiotic Prescription in Pediatric Infectious Diseases at Primary Care Settings: A Study From the Italian Society for Pediatric Infectious Diseases.

The Pediatric infectious disease journal
The development of artificial intelligence systems is revolutionizing many fields of medicine, but specific studies are still missing in pediatrics. In our study, we showed that an untrained free-to-use large language model provided reliable response...

Microbial infection disease diagnosis and treatment by artificial intelligence.

Wiadomosci lekarskie (Warsaw, Poland : 1960)
OBJECTIVE: Aim: The main objective of this study was to examine current perspectives on initiatives to identify viable approaches for more accurate diagnosis of infectious diseases.

[Application of machine learning in clinical predictive models for infectious diseases: a review].

Zhongguo xue xi chong bing fang zhi za zhi = Chinese journal of schistosomiasis control
Infectious diseases are one of the major threats to global public health. Inconvenience of diagnosis and treatment frequently causes misdiagnosis, missing diagnosis or overtreatment, resulting in serious clinical outcomes. As an important branch of a...