Guest editors introduce the special section of Journal of Biomedical Optics Volume 25, Issue 3, entitled "Biomedical Imaging and Sensing II," a collection of papers related to the topics of the conference "Biomedical Imaging and Sensing Conference 2019" (BISC'19), which was held in April 2019, in Yokohama, Japan.