Laboratory Computer Applications Project Summary/Abstract The Laboratory Computer Applications Module (LCAM) provides support to individual and collaborative efforts by providing training in the advanced use of scientific software as well as research programming and consulting services for research projects. Furthermore, it supports all other core modules (Animal Resource, Flow Cytometry and Morphology) by managing the gathering, processing, and analyzing data on the various computerized systems at each module. The LCAM provides the expertise to facilitate real-time data transfers, convert image-based data to analytic forms, to update and purchase new and additional software, interconnect microcomputer systems between laboratories and equipment, to provide programming resources for such interfaces, and to facilitate analyses within laboratories. Finally, the LCAM supports the application and integration of machine learning algorithms for advanced imaging data analysis by providing a hardware and software infrastructure and the necessary training and consulting.