D3D: Data, Drugs, & Diagnostics
Optimizing Preclinical Imaging Workflows with Online Tools

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Common preclinical research challenges such as data inaccuracy, subjectivity, and irreproducibility can be addressed through smart online tools. By improving image management, analysis, and reporting workflows, researchers can enhance effective collaboration while increasing data access, accuracy, consistency, and reproducibility of analyses.

Benefits realized can include positive scientific repercussions through better reproducibility of analyses, and accelerated research timelines. Tools that acknowledge limitations in staffing and funding while minimizing administrative chaos result in more responsible financial decisions.


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James M. Denegre, Ph.D.
Program Manager, Embryonic Lethal Knockout Mouse Project
The Jackson Laboratory

Dr. Denegre is an accomplished research scientist and manager. Throughout his career, he has provided operational leadership for service facilities specializing in confocal microscopy, image analysis, digital pathology, flow cytometry, preclinical imaging phenotyping mouse models of disease, and data management.

He has presented findings at the Institute Pasteur (Paris, France) and the Molecular Imaging Symposium at MIT (Cambridge, MA) and has been a contributor in 17 peer-reviewed research articles. He is currently serving as co-investigator in two NIH award studies.  He earned the Bachelor of Science degree in biology from the University of Connecticut and holds a Doctorate of Philosophy, Biology, from Wesleyan University.

The Jackson Laboratory is an independent, non-profit biomedical research institution and National Cancer Institute-designated Cancer Center

Tim Kulbago

With more than 16 years of experience in the medical imaging industry, Mr. Kulbago oversees research and  product development, driving innovation for ImageIQ’s growing platforms.

Prior to joining ImageIQ in 2013, he was responsible for two businesses within Merge Healthcare (NASDAQ: MRGE). Tim was formerly the Chief Technology Officer of RIS Logic, a Solon, Ohio based startup company which created an industry-leading information system for radiology practices.

Before joining the medical industry, he spent several years as a Research Assistant at the Applied Research Laboratory at The Pennsylvania State University, developing virtual reality training and visualization systems.

He holds a Bachelor of Science degree from John Carroll University in Cleveland, Ohio with studies in Computer Science, Physics, and Math, and was honored with their “Distinguished Physics Alumnus Award” in 2004. He has a Master’s Degree in Acoustics from The Pennsylvania State University.