University of California-Davis · Biomedical EngineeringLiver Cancer Innovation Lab
Emilie Roncali · Davis, California
Research Focus
Dr. Emilie Roncali's lab at UC Davis focuses on improving cancer treatment, particularly for liver cancer, using innovative computational tools. They aim to develop personalized medical strategies through a 'digital twin' of the liver, which helps optimize treatment planning. The lab also works on advancing nuclear imaging technology, leveraging artificial intelligence to enhance the speed and accuracy of imaging systems used in cancer diagnostics.
liver cancerdigital twintransarterial embolizationAI in medical imagingnuclear imaging
Research Aims
5AIM 01Develop a digital twin of the liver for treatment planning of cancer therapies.
AIM 02Optimize transarterial embolization procedures with personalized simulations.
AIM 03Enhance nuclear imaging technology through advanced optical modeling.
AIM 04Implement deep learning methods to improve the speed of imaging simulations.
AIM 05Investigate new materials for advanced radiation detection systems.
Skills the Lab Values
computational fluid dynamicsimage processingdeep learningAI algorithmscomputer simulations
Output against the department
Publications116bottom 23% of dept.458th of 595
this lab
most publishedleast published
Citations1.9kbottom 13% of dept.517th of 595
this lab
most citedleast cited
Career totals from OpenAlex, compared against labs that share a department. A department spans everything from one paper to tens of thousands, so bar heights are on a log scale — otherwise the largest lab would flatten every other bar to a line.