It remains difficult to distinguish cognate APC–T cell interactions in human tissue sections. Clark and colleagues have developed an imaging–machine-learning pipeline that uses deep convolutional and tuned neural networks to identify the combination of distance and cell-shape features that can discriminate between bystander human APC–T cell interactions and cognate interactions in situ.
- Vladimir M. Liarski
- Adam Sibley
- Marcus R. Clark