7th joint conference "Joint Microbiology & Infection Conference 2024" of the DGHM and VAAM

Chair

Prof. Dr.

Usage of AI in microbiological routine diagnostics

Plenary Speaker

Plenary Lecture

Transmission of AMR-harboring plasmids: Analysis tools and results from routine plasmid surveillance

Abstract: Computers can be programmed for superhuman pattern recognition of images and text; however, their application in biology and medicine is still in its infancy. In this talk, I will discuss our advances over the past half-decade, which are accelerating discoveries in the crucial and underinvested area of antibiotic discovery. We developed the first antibiotic designed by a computer with proven efficacy in preclinical animal models, demonstrating that machines and artificial intelligence (AI) could be used to design therapeutic molecules. Our algorithms have accelerated antibiotic discovery, and for the first time, we successfully mined the human proteome for antibiotics. Recently, we expanded our proteome-mining efforts to explore the proteomes of extinct species. Using AI, my lab discovered the first therapeutic molecules in extinct organisms, including Neanderthals and Denisovans, launching the field of molecular de-extinction. Collectively, our efforts have dramatically reduced the time needed to discover preclinical antibiotic candidates from years to hours. I believe we are on the cusp of a new era in science where advances enabled by AI will help control antibiotic resistance, infectious disease outbreaks, and pandemics.

Plenary Session 2 (DGHM)
Microbiology in the Digital Era

Termin

Chair

Programm

Plenary Session 2 (DGHM)Microbiology in the Digital Era

Termin

Chair

Programm

Plenary Session 2 (DGHM)
Microbiology in the Digital Era