Microorganisms are widely distributed in the human daily living environment. They play an
essential role in environmental pollution control, disease prevention and treatment, and food …

To understand the intricacies of microorganisms at the molecular level requires making
sense of copious volumes of data such that it may now be humanly impossible to detect …

Microorganisms or microbes comprise majority of the diversity on earth and are extremely
important to human life. They are also integral to processes in the ecosystem. The process of …

With advances in artificial intelligence (AI) technologies, the development and
implementation of digital food systems are becoming increasingly possible. There is …

Abstract We introduce Meta-Album, an image classification meta-dataset designed to
facilitate few-shot learning, transfer learning, meta-learning, among other tasks. It includes …

We critically appraise the recent interest in out-of-distribution (OOD) detection and question
the practical relevance of existing benchmarks. While the currently prevalent trend is to …

Deep learning (DL) is transforming whole industries as complicated decision-making
processes are being automated by deep neural networks (DNNs) trained on real-world data …

The novel coronavirus, SARS‐CoV‐2, can be deadly to people, causing COVID‐19. The
ease of its propagation, coupled with its high capacity for illness and death in infected …

Despite tremendous recent interest, the application of deep learning in microbiology has still
not reached its full potential. To tackle the challenges faced by human-operated microscopy …

Preparing the infrastructure for analyzing, recognizing, and characterizing microorganisms
in the Metaverse can transform the fields of biology, medicine, and drug discovery …