The Jacobs lab is within the Division of Cancer Imaging Research in the Department of Radiology and Radiological Science. The lab translates radiological imaging (MRI/PET/CT) from research to the clinical setting. The Jacobs lab is establishing the use of multi-parametric/multinuclear/modality imaging to monitor treatment response in different cancers and co-developed a new metric for DWI/ADC mapping to discern treatment response. They are developing and implementing a new method for diagnosis of cancer using machine and deep learning to measure different types of lesions. The Jacobs lab is also developing novel segmentation of radiological images using non-linear dimensionality reduction. In addition, we are investigating methods to integrate Radiomics and Informatics and prognostic markers for disease. Other research areas include diagnostic medical physics and novel computer science applications. The medical physics research includes MRI quality assessments, X-ray, fluoroscopy, ultrasound and applications to therapeutic medical physics. We are developing a residency using the Commission on Accreditation of Medical Physics Education Program in Diagnostic Medical Physics.