Dariya Malyarenko
Associate Research Scientist
Radiology
Radiology
1500 E Medical Center Drive, UH B2 A205
Ann Arbor, Michigan 48109-5030
[email protected]

Available to mentor
Dariya Malyarenko
Associate Research Scientist
  • Qualifications
  • Research Overview
  • Recent Publications
    • Qualifications
    • Proteomics Mass Spectrometry
      Applied Research Center and Institute for Computational Genomics (INCOGEN), Research, 2005
    Research Overview

    • Quality control and bias correction for quantitative diffusion imaging in oncological applications.
    • CAD tools for multi-parametric quantitative imaging in oncology
    • Development and validation of analysis tools for multi-parametric quantitative diffusion models

    Recent Publications See All Publications
    • Software / App
      Deep Learning (DL) segmentation tools for murine tibia bone marrow from 3D MRI
      Malyarenko D, Tariq H, Kushwaha A, Chenevert T, Hadjiyski L. 2024 Mar 15; DOI:10.7302/fn13-n563
    • Software / App
      Deep Learning (DL) segmentation tools for murine tibia bone marrow from 3D MRI
      Malyarenko D, Tariq H, Kushwaha A, Chenevert T, Hadjiyski L. 2024 Mar 15; DOI:10.7302/fn13-n563
    • Dataset
      Multi-parametric MRI dataset for tibia bone marrow in murine model of myelofibrosis with JAK2 transplant
      Malyarenko D, Chenevert T, Heist K, Bonham C, Amouzandeh G, Ross B. 2024 Feb 17; DOI:10.7302/0a2k-br88
    • Journal Article
      The QIBA Profile for MR Diffusion-Weighted Imaging of the Apparent Diffusion Coefficient as a Quantitative Imaging Biomarker
      Boss M, Malyarenko D, Partridge S, Winfield J, Obuchowski N, Shukla-Dave A, Wilmes L, Mishar V, Miller K, Andrews T, Fuller D, deSouza N, Margolis D, Chenevert T. Radiology, 2024 in press:
    • Journal Article
      Technical note: hydrogel-based mimics of prostate cancer with matched relaxation, diffusion and kurtosis for validating multi-parametric MRI.
      Malyarenko D, Ono S, Lynch TJE, Swanson SD. Med Phys, 2024 May; 51 (5): 3590 - 3596. DOI:10.1002/mp.16908
      PMID: 38128027
    • Proceeding / Abstract / Poster
      MRI Reliably Captures Bone Marrow Metrics in Myelofibrosis
      Robison T, Levinson A, Lee W, Pettit KM, Malyarenko D, Johnson TD, Chenevert T, Ross B, Talpaz M, Luker G. Blood, 2023 Nov 2; 142 (Supplement 1): 4556 DOI:10.1182/blood-2023-189869
    • Journal Article
      Multiparametric MRI in Era of Artificial Intelligence for Bladder Cancer Therapies.
      Akin O, Lema-Dopico A, Paudyal R, Konar AS, Chenevert TL, Malyarenko D, Hadjiiski L, Al-Ahmadie H, Goh AC, Bochner B, Rosenberg J, Schwartz LH, Shukla-Dave A. Cancers (Basel), 2023 Nov 18; 15 (22): DOI:10.3390/cancers15225468
      PMID: 38001728
    • Journal Article
      Co-Clinical Imaging Metadata Information (CIMI) for Cancer Research to Promote Open Science, Standardization, and Reproducibility in Preclinical Imaging.
      Moore SM, Quirk JD, Lassiter AW, Laforest R, Ayers GD, Badea CT, Fedorov AY, Kinahan PE, Holbrook M, Larson PEZ, Sriram R, Chenevert TL, Malyarenko D, Kurhanewicz J, Houghton AM, Ross BD, Pickup S, Gee JC, Zhou R, Gammon ST, Manning HC, Roudi R, Daldrup-Link HE, Lewis MT, Rubin DL, Yankeelov TE, Shoghi KI. Tomography, 2023 May 11; 9 (3): 995 - 1009. DOI:10.3390/tomography9030081
      PMID: 37218941