Publications by authors named "Haoren Qiu"
Article Synopsis
- Long-term single-molecule fluorescence measurements are crucial for studying the conformational dynamics of biomolecules in real-time, but analyzing thousands of traces is labor-intensive and prone to user bias.*
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- The study introduces DEBRIS, a deep learning model designed to automatically classify single-molecule fluorescence traces by identifying various signal patterns, including steady and dynamic signals.*
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- DEBRIS can accurately classify one-color and two-color fluorescence events, adapt to user-defined criteria, and is the first model to distinguish four different event types using a single trained framework, showcasing its versatility in research.*
