John Minnick

The paper introduces MYCEL, a graph neural network that improves decoding of brain anatomy from neuronal neighborhoods by learning local pooling, outperforming fixed aggregation on multiple datasets.

This paper introduces an automated in-incubator microscope for long-term live cell imaging, enabling high-frequency, continuous data collection with improved thermal stability and operational reliability.

The paper shows that slower axon growth in humans, driven by reduced calcium influx, leads to longer axon tracts through prolonged growth duration, with calcium dynamics regulating developmental timing.