AI Medical Compendium Topic

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Biological Monitoring

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Biomonitoring and Digital Data Technology as an Opportunity for Enhancing Animal Study Translation.

ILAR journal
The failure of animal studies to translate to effective clinical therapeutics has driven efforts to identify underlying cause and develop solutions that improve the reproducibility and translatability of preclinical research. Common issues revolve ar...

Accurate image-based identification of macroinvertebrate specimens using deep learning-How much training data is needed?

PeerJ
Image-based methods for species identification offer cost-efficient solutions for biomonitoring. This is particularly relevant for invertebrate studies, where bulk samples often represent insurmountable workloads for sorting, identifying, and countin...

CRISPR-Cas-Based Biomonitoring for Marine Environments: Toward CRISPR RNA Design Optimization Via Deep Learning.

The CRISPR journal
Almost all of Earth's oceans are now impacted by multiple anthropogenic stressors, including the spread of nonindigenous species, harmful algal blooms, and pathogens. Early detection is critical to manage these stressors effectively and to protect ma...

Sound evidence for biodiversity monitoring.

Science (New York, N.Y.)
Bioacoustics and artificial intelligence facilitate ecological studies of animal populations.