Research interests revolve around the documentation of improved efficiencies for the Radiologist workflow associated with the use of Software as a Service (SaS) commercially available solutions or locally developed IT tools and it’s impact in patient care. Furthermore, quantifying the utilization and efficacy of AI enabled platforms to augment education in the Radiology residency and the degree of satisfaction of the Radiologist in training and Faculty with the use of these tools. Lastly, evaluation of the impact of the use of AI throughout the imaging value chain (ordering/CDSM/AUC, scheduling, triaging, protocoling, acquisition, follow up) and the possible utilization of such solutions in providing a better and more high impact experience for the patient during his/her visit to the Radiology department.