H. Pinkard

Learned adaptive multiphoton illumination microscopy

This paper develops a machine learning model to adaptively adjust multiphoton microscopy illumination power based on in situ cell imaging, enabling improved in vivo immune response visualization in mouse lymph nodes.

Single-shot autofocus microscopy using deep learning

This paper introduces a deep learning-based autofocus method for microscopes using off-axis LEDs and single images to estimate and correct defocus distance.