Research
Academic Outputs
Domain-specific AI segmentation of IMPDH2 rod/ring structures in mouse embryonic stem cells
This study developed an AI model to automatically identify and measure specific structures (rods and rings) in stem cell images. The model achieved high accuracy, making it easier for researchers to analyze complex biological data.
Read Paper →DeepGANnel: Synthesis of fully annotated single molecule patch-clamp data using generative adversarial networks
We created a tool that uses artificial intelligence to generate realistic, simulated data for ion channels in cells. This helps scientists train better analysis models without needing vast amounts of difficult-to-obtain experimental data.
Read Paper →Peroxiredoxin 2 mediates redox-stimulated adaptations to oxidative phosphorylation induced by contractile activity in human skeletal muscle myotubes
This research explores how a specific protein, Peroxiredoxin 2, helps human muscle cells adapt to the stress of exercise. By acting as a messenger, it triggers changes that help muscles produce energy more efficiently after activity.
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