University of Michigan-Ann Arbor · Biomedical EngineeringMRI Diffusion Imaging and Oncology Unit
Dariya I. Malyarenko · Ann Arbor, Michigan
Research Focus
Dr. Dariya Malyarenko's lab at the University of Michigan focuses on enhancing the accuracy of MRI diffusion imaging in oncology. The team develops correction tools to address biases in diffusion metrics caused by different MRI scanner designs, improving the reliability of cancer diagnosis and treatment assessments. Their work supports multi-center clinical trials, ensuring consistent and precise data across various medical imaging platforms, which is critical for effective cancer management.
MRIdiffusion imagingcancer diagnosisclinical trialssystematic bias
Research Aims
5AIM 01Develop tools to correct systematic biases in MRI diffusion metrics
AIM 02Integrate correction tools across multiple MRI platforms
AIM 03Validate new technology in ongoing clinical oncology trials
AIM 04Enhance accuracy of cancer biomarker measurements
AIM 05Facilitate better patient management using reliable imaging data
Skills the Lab Values
MRI scanning techniquesdata correction algorithmsclinical trial designquantitative imaging analysissoftware integration
Output against the department
Publications109bottom 20% of dept.478th of 595
this lab
most publishedleast published
Citations2.5kbottom 19% of dept.484th 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.